{"ticker": {"uuid": "869ebde0-6a03-4e36-bf0e-afe9f9df4ec0", "symbol": "TWST", "name": "Twist Bioscience Corp", "exchange": "NASDAQ", "country": "US", "sector": "Healthcare", "industry": "Diagnostics & Research"}, "charts": {"tiers": [{"count": 30, "label": "Direct company coverage"}, {"count": 0, "label": "Industry context"}, {"count": 0, "label": "Sector context"}], "events": [{"count": 11, "label": "Earnings"}, {"count": 11, "label": "Market update"}, {"count": 3, "label": "Analyst action"}, {"count": 2, "label": "Deals and strategy"}, {"count": 1, "label": "Guidance"}, {"count": 1, "label": "Balance sheet"}, {"count": 1, "label": "Regulatory and legal"}], "sources": [{"label": "simplywall.st", "count": 5}, {"label": "Stock Titan", "count": 4}, {"label": "Investing.com", "count": 3}, {"label": "Trefis", "count": 2}, {"label": "finance.yahoo.com", "count": 2}, {"label": "The Chronicle-Journal", "count": 1}, {"label": "TechStock\u00b2", "count": 1}, {"label": "StocksToTrade", "count": 1}]}, "insights": [{"text": "Early balanced news score", "tone": "neutral", "label": "Weighted tone", "value": "52/100"}, {"text": "7.02 effective stories after overlap and weighting.", "tone": "neutral", "label": "Evidence confidence", "value": "31/100"}, {"text": "Company-specific news is present, but the evidence has not yet earned enough independent, fresh information weight for price confirmation to be treated as a firm signal.", "tone": "neutral", "label": "Market reaction", "value": "Early company-news score"}, {"text": "73/100 evidence concentration around this catalyst.", "tone": "neutral", "label": "Primary event", "value": "Market update"}, {"text": "97% of weighted evidence is company-specific.", "tone": "positive", "label": "Company focus", "value": "30"}, {"text": "lower dispersion means the independent stories agree more closely.", "tone": "positive", "label": "Evidence agreement", "value": "15/100"}, {"text": "+31.3% over one week, +14.7% over four weeks, trend active, and materially above fair value.", "tone": "positive", "label": "Trend context", "value": "Trend active"}, {"text": "Twist Bioscience Stock Gains Lilly AI Drug Discovery Partnership Exposure", "tone": "positive", "label": "Latest direct headline", "value": "Positive"}], "classifier": {"events": [{"count": 11, "event": "general", "label": "Market update", "weight": 6.77}, {"count": 11, "event": "earnings", "label": "Earnings", "weight": 6.55}, {"count": 3, "event": "analyst", "label": "Analyst action", "weight": 2.24}, {"count": 2, "event": "deals", "label": "Deals and strategy", "weight": 1.42}, {"count": 1, "event": "guidance", "label": "Guidance", "weight": 0.6}, {"count": 1, "event": "liquidity", "label": "Balance sheet", "weight": 0.6}], "pipeline": {"status": "partial", "providers_attempted": 4, "providers_with_results": 2, "raw_articles": 92, "unique_stories": 68, "duplicates_removed": 24, "relevant_stories": 30, "matched_archive_stories": 46, "current_evidence": 16, "direct_evidence": 30, "archive_articles": 20, "durable_story_count": 31, "durable_evidence_used": true, "durable_collected_at": "2026-09-22T00:09:15.430998+00:00"}, "confidence": 73, "primary_event": "general", "primary_label": "Market update", "negative_events": 8, "positive_events": 8}, "updated_at": "2026-09-23T10:59:17.457521+00:00", "total_unique": 31, "total_fetched": 31, "interpretation": {"tone": "neutral", "label": "Early company-news score", "risks": [], "badges": ["Provisional evidence"], "summary": "Company-specific news is present, but the evidence has not yet earned enough independent, fresh information weight for price confirmation to be treated as a firm signal.", "confidence": 31, "event_label": "Market update", "opportunities": [], "classification": "provisional", "sentiment_word": "balanced"}, "market_context": {"trend_tone": "positive", "latest_week": "2026-09-18", "trend_label": "Trend active", "latest_close": 166.99, "trend_signal": "1", "one_week_move": 31.3, "reaction_tone": "positive", "fair_value_gap": 262.7, "four_week_move": 14.7, "reaction_label": "Price confirming higher", "fair_value_tone": "negative", "market_dynamics": 1.471733, "market_sentence": "+31.3% over one week, +14.7% over four weeks, trend active, and materially above fair value.", "fair_value_label": "Materially above fair value", "twelve_week_move": 67.3, "relative_strength": 148.788149, "has_market_context": true, "expectation_direction": "undecided", "expectation_probability": 49.1867, "market_dynamics_buy_signal": false}, "total_relevant": 30, "pipeline_health": {"status": "partial", "providers_attempted": 4, "providers_with_results": 2, "raw_articles": 92, "unique_stories": 68, "duplicates_removed": 24, "relevant_stories": 30, "matched_archive_stories": 46, "current_evidence": 16, "direct_evidence": 30, "archive_articles": 20, "durable_story_count": 30, "durable_evidence_used": true, "durable_collected_at": "2026-09-23T10:59:17.457521+00:00"}, "sentiment_summary": {"tone": "neutral", "label": "Early balanced news score", "score": 52, "total": 31, "neutral": 14, "negative": 8, "positive": 8, "raw_score": 54, "confidence": 31, "dispersion": 15, "story_count": 30, "window_days": 30, "direct_share": 97, "source_count": 11, "score_version": "evidence-v10", "evidence_count": 16, "evidence_status": "provisional", "information_mass": 0.554, "weighting_method": "event-aware exponential freshness decay", "newest_article_at": "2026-09-21T07:34:09+00:00", "direct_story_count": 30, "effective_articles": 7.02, "sector_story_count": 0, "direct_source_count": 11, "industry_story_count": 0, "source_concentration": 0.2067, "directional_story_count": 16}, "articles": [{"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience Stock Gains Lilly AI Drug Discovery Partnership Exposure", "topics": ["AI", "Biotech", "Drug Discovery", "Experimental Data", "Partnership", "Revenue Growth"], "summary": "Twist Bioscience Corporation (NASDAQ:TWST) is on the cusp of gaining significant exposure to the rapidly evolving artificial intelligence (AI)-driven drug discovery ecosystem. On September 16, the company confirmed a strategic partnership with Lilly TuneLab, a platform created by Eli Lilly and Company (NYSE:LLY). As part of the strategic partnership, Twist will provide antibody characterization data services for TuneLab. It will also provide data to support AbLab, an antibody developability prediction model, and high-throughput wet-lab data that can help train and improve those models. Through", "age_days": 2.1, "is_stale": false, "sentiment": "positive", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://news.google.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?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-21T07:34:09+00:00", "tone_signals": ["Positive financial language"], "company_focus": 0.78, "freshness_pct": 74.3, "sentiment_pct": 57, "evidence_basis": "archived_article", "evidence_share": 11.7, "score_included": true, "duplicate_count": 2, "evidence_weight": 0.064984, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 78, "evidence_strength": 43, "published_display": "21 Sep 2026 07:34", "direction_included": true, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "11.7"}, {"url": "https://news.google.com/rss/articles/CBMisAFBVV95cUxOTVNVdy1ObGJYbFJ6dFpYeS0tNmJtdklLUHd4UVIzaXJ5MTl2c2hRZkpGektVa215YUFGcTFjY21JNnY3SnRWSTBDQUg3SngtdTc0clJfR2RFYl9xcXJUaUJZYjY0X19BMGcxU1NaMWRvb2RXSGJURHdPbUZ6ZWlpR0NUUWUxeWI4ZVZSVGkxSGItZktFRXhKOFNkcnFvREw4eDc3Y05NbkFld1RIRjdMOA?oc=5", "tier": "direct", "title": "Twist Bioscience Stock: 7 Straight Green Days, Up 33%", "topics": [], "summary": "", "age_days": 2.2, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMisAFBVV95cUxOTVNVdy1ObGJYbFJ6dFpYeS0tNmJtdklLUHd4UVIzaXJ5MTl2c2hRZkpGektVa215YUFGcTFjY21JNnY3SnRWSTBDQUg3SngtdTc0clJfR2RFYl9xcXJUaUJZYjY0X19BMGcxU1NaMWRvb2RXSGJURHdPbUZ6ZWlpR0NUUWUxeWI4ZVZSVGkxSGItZktFRXhKOFNkcnFvREw4eDc3Y05NbkFld1RIRjdMOA?oc=5", "source_name": "Trefis", "published_at": "2026-09-21T05:21:48+00:00", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 46.1, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 2, "evidence_weight": 0.024653, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "21 Sep 2026 05:21", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://news.google.com/rss/articles/CBMimwFBVV95cUxQcEpjaUh0M3FfV2pGYzNZRnIxMTg4Y1NKMVA0WjFXRUZqMTR4b3Q4VWJJN0N3eUJMVnJZRkpweU5sMi1qT1hmY3B4RXQ0WmkzMGFDVnQ4b3hieVRjN2g4SXBrb01pVXcyRnJ4azdRYkhCT1dvaG81aTVvREpZbnpybGQyZTkzbk84X3UzR2o1ajVFVUQ2eUhDeUd0Zw?oc=5", "tier": "direct", "title": "Twist Bioscience Corporation - Common Stock (NQ: TWST", "topics": [], "summary": "", "age_days": 3.3, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMimwFBVV95cUxQcEpjaUh0M3FfV2pGYzNZRnIxMTg4Y1NKMVA0WjFXRUZqMTR4b3Q4VWJJN0N3eUJMVnJZRkpweU5sMi1qT1hmY3B4RXQ0WmkzMGFDVnQ4b3hieVRjN2g4SXBrb01pVXcyRnJ4azdRYkhCT1dvaG81aTVvREpZbnpybGQyZTkzbk84X3UzR2o1ajVFVUQ2eUhDeUd0Zw?oc=5", "source_name": "The Chronicle-Journal", "published_at": "2026-09-20T03:11:35+00:00", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 31.6, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.016894, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "20 Sep 2026 03:11", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Stock Could Be 16% Undervalued On DNA Synthesis Market Outlook", "topics": [], "summary": "", "age_days": 3.6, "is_stale": false, "sentiment": "positive", "event_type": "guidance", "tier_label": "Direct company coverage", "event_label": "Guidance", "source_kind": "publisher", "source_link": "https://news.google.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?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-19T20:33:43+00:00", "tone_signals": ["Positive valuation view"], "company_focus": 1.0, "freshness_pct": 70.0, "sentiment_pct": 59, "evidence_basis": "headline_only", "evidence_share": 21.6, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.119751, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 50, "published_display": "19 Sep 2026 20:33", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "21.6"}, {"url": "https://news.google.com/rss/articles/CBMirAFBVV95cUxOdDFRSFRucUdRTDhnTXdLWFh0dC1tMlNDOXNEVV9ROW9xaG5yaHhBVXo0YTRjblQ4NllRbUp2MERsMmZOQWtGdWJOSVFvUDhaMHl4YjdYUW5kM0drRXJpWjhiM3lwN3d3b0M3WEpkT3UyNERUV2FKV3NuQjAxVTQ4UjZsMjVzdU9HZV9UaFMzUDlKZUN5d3M5MmV1T19BMndkZ1d5UU9UT1lxR1VB?oc=5", "tier": "direct", "title": "Twist Bioscience Stock Jumps 11% on Lilly TuneLab Deal, but the Revenue Terms Are Missing", "topics": [], "summary": "", "age_days": 5.7, "is_stale": false, "sentiment": "positive", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMirAFBVV95cUxOdDFRSFRucUdRTDhnTXdLWFh0dC1tMlNDOXNEVV9ROW9xaG5yaHhBVXo0YTRjblQ4NllRbUp2MERsMmZOQWtGdWJOSVFvUDhaMHl4YjdYUW5kM0drRXJpWjhiM3lwN3d3b0M3WEpkT3UyNERUV2FKV3NuQjAxVTQ4UjZsMjVzdU9HZV9UaFMzUDlKZUN5d3M5MmV1T19BMndkZ1d5UU9UT1lxR1VB?oc=5", "source_name": "TechStock\u00b2", "published_at": "2026-09-17T19:20:52+00:00", "tone_signals": ["Large positive market reaction", "Positive market reaction"], "company_focus": 1.0, "freshness_pct": 45.7, "sentiment_pct": 70, "evidence_basis": "headline_only", "evidence_share": 18.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.099948, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 57, "published_display": "17 Sep 2026 19:20", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "18"}, {"url": "https://news.google.com/rss/articles/CBMiiAFBVV95cUxPYlUxOEdkeEFHbVlGV1J4cmpoOEpYT2FxU0JnMVFEOUwycVJjU2t0WmYtanEwQmduMFZENzBfdTQyX1hKdDdYRTZuZDhnQ29TMzRpUVZ2cWw5UE1lMVhseGhmYlVxai1fc3lvQ0hkUHl2VWpMcGJKcVB6Ujc2OEtyUGU5WlV4d2Jl?oc=5", "tier": "direct", "title": "Twist Bioscience Stock Jumps As Lilly AI Deal Fuels Momentum", "topics": [], "summary": "", "age_days": 5.8, "is_stale": false, "sentiment": "positive", "event_type": "deals", "tier_label": "Direct company coverage", "event_label": "Deals and strategy", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMiiAFBVV95cUxPYlUxOEdkeEFHbVlGV1J4cmpoOEpYT2FxU0JnMVFEOUwycVJjU2t0WmYtanEwQmduMFZENzBfdTQyX1hKdDdYRTZuZDhnQ29TMzRpUVZ2cWw5UE1lMVhseGhmYlVxai1fc3lvQ0hkUHl2VWpMcGJKcVB6Ujc2OEtyUGU5WlV4d2Jl?oc=5", "source_name": "StocksToTrade", "published_at": "2026-09-17T16:33:00+00:00", "tone_signals": ["Positive market reaction"], "company_focus": 1.0, "freshness_pct": 56.5, "sentiment_pct": 60, "evidence_basis": "headline_only", "evidence_share": 13.5, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.074578, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 48, "published_display": "17 Sep 2026 16:33", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "13.5"}, {"url": "https://finance.yahoo.com/technology/ai/articles/twist-bioscience-twst-14-0-101015258.html", "tier": "direct", "title": "Twist Bioscience (TWST) Is Up 14.0% After Lilly AI Drug Discovery Tie-Up Is Announced - Has The Bull Case Changed?", "topics": ["AI", "Antibody Discovery", "Biopharma", "Earnings", "Equity Dilution", "Financial Markets"], "summary": "On 16 September 2026, Twist Bioscience announced an agreement with Lilly TuneLab, under which Twist will provide antibody characterization data services using preferred Twist protocols to generate high-quality wet lab data that feed Lilly's AI/ML drug discovery models. This collaboration effectively plugs Twist's DNA and antibody capabilities into Lilly's AI-driven discovery ecosystem, potentially deepening Twist's role in data-rich, AI-enhanced antibody development workflows across the biopharma industry. We'll now examine how Twist's integration into Lilly's AI-enabled TuneLab platform could", "age_days": 6.0, "is_stale": false, "sentiment": "neutral", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/technology/ai/articles/twist-bioscience-twst-14-0-101015258.html", "source_name": "finance.yahoo.com", "published_at": "2026-09-17T10:10:15+00:00", "tone_signals": [], "company_focus": 0.78, "freshness_pct": 43.3, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.029228, "influence_label": "None", "event_confidence": 53, "company_focus_pct": 78, "evidence_strength": 0, "published_display": "17 Sep 2026 10:10", "direction_included": false, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://www.investing.com/news/stock-market-news/twist-bioscience-stock-rises-on-eli-lilly-partnership-deal-93CH-4904246", "tier": "direct", "title": "Twist Bioscience stock rises on Eli Lilly partnership deal", "topics": ["Life Sciences", "Technology"], "summary": "Twist Bioscience Corp (NASDAQ:TWST) shares climbed 3% following the announcement of a partnership with Eli Lilly and Company's TuneLab. Under the agreement, Twist will provide antibody characterization data services for TuneLab, aiming to accelerate biotech innovation by connecting experimental data with AI-enabled drug discovery. This collaboration will allow TuneLab users to access Twist's services with preferred protocols and pricing, contributing to more efficient antibody drug discovery.", "age_days": 6.7, "is_stale": false, "sentiment": "neutral", "event_type": "deals", "tier_label": "Direct company coverage", "event_label": "Deals and strategy", "source_kind": "publisher", "source_link": "https://www.investing.com/news/stock-market-news/twist-bioscience-stock-rises-on-eli-lilly-partnership-deal-93CH-4904246", "source_name": "Investing.com", "published_at": "2026-09-16T18:05:29+00:00", "tone_signals": ["Positive market reaction", "Large positive market reaction"], "company_focus": 1.0, "freshness_pct": 51.5, "sentiment_pct": 54, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.10622, "influence_label": "None", "event_confidence": 61, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "16 Sep 2026 18:05", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://news.google.com/rss/articles/CBMipAFBVV95cUxOQWR5Z3lvTWJMQ0dpbWhjNlk1emdiLWRoN2k0V25Ld0dpWDBhMnlFQkw1WW9vemtJWGxqV3dScGVia0VzRkl3MFpnaEYzd2xmb2xHdThZOHByQ2tqcklxaWczcWxIVV9PNU5feEoyUU0yQXo2bmlQcDhKdF8zZFo5eWl5aklHRUdLazB4NWUyOUNUaTJZSElzdGJBZHhPekNneEljcA?oc=5", "tier": "direct", "title": "Twist Bioscience Joins Lilly TuneLab to Advance Antibody Drug Discovery", "topics": ["AI Ml", "Antibody Discovery", "Biotech"], "summary": "Antibody characterization data generated by Twist supports TuneLab AI models designed to accelerate antibody discovery SOUTH SAN FRANCISCO, Calif., September 16, 2026--(BUSINESS WIRE)--Twist Bioscience Corporation (NASDAQ: TWST), a mid-cap growth and value biotech company, today announced an agreement with Lilly TuneLab, a collaborative AI/ML drug discovery platform created by Eli Lilly and Company (Lilly). Twist is a provider of antibody characterization data services for TuneLab, including for AbLab, an antibody developability prediction model. TuneLab was created to accelerate biotech innov", "age_days": 6.8, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMipAFBVV95cUxOQWR5Z3lvTWJMQ0dpbWhjNlk1emdiLWRoN2k0V25Ld0dpWDBhMnlFQkw1WW9vemtJWGxqV3dScGVia0VzRkl3MFpnaEYzd2xmb2xHdThZOHByQ2tqcklxaWczcWxIVV9PNU5feEoyUU0yQXo2bmlQcDhKdF8zZFo5eWl5aklHRUdLazB4NWUyOUNUaTJZSElzdGJBZHhPekNneEljcA?oc=5", "source_name": "Finviz", "published_at": "2026-09-16T14:53:34+00:00", "tone_signals": [], "company_focus": 0.78, "freshness_pct": 9.4, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.003834, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 78, "evidence_strength": 0, "published_display": "16 Sep 2026 14:53", "direction_included": false, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://seekingalpha.com/news/4643386-twist-bio-gingko-rise-lilly-tunelab-deals?amp%3Butm_medium=referral&amp%3Bfeed_item_type=news", "tier": "direct", "title": "Twist Bio, and Gingko rise after agreements with Lilly TuneLab", "topics": ["AI Ml", "Biotech", "Drug Discovery"], "summary": "[Two coloured ropes knotted together] Richard Drury Twist Bioscience (TWST [https://seekingalpha.com/symbol/TWST]) and Ginkgo Bioworks (DNA [https://seekingalpha.com/symbol/DNA]) traded higher on Wednesday after announcing agreements with Lilly TuneLab, a collaborative drug discovery platform established by Eli Lilly (LLY [https://seekingalpha.com/symbol/LLY]). As part of its agreement with Lilly, Twist Bio (TWST [https://seekingalpha.com/symbol/TWST]) said that it will provide antibody characterization data services to TuneLab companies accessing AI/ML drug discovery models trained on Lilly-o", "age_days": 6.8, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://seekingalpha.com/news/4643386-twist-bio-gingko-rise-lilly-tunelab-deals?amp%3Butm_medium=referral&amp%3Bfeed_item_type=news", "source_name": "seekingalpha.com", "published_at": "2026-09-16T14:36:34+00:00", "tone_signals": [], "company_focus": 0.78, "freshness_pct": 9.3, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.003818, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 78, "evidence_strength": 0, "published_display": "16 Sep 2026 14:36", "direction_included": false, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://finance.yahoo.com/healthcare/articles/ai-next-gen-sequencing-strengthens-135904901.html", "tier": "direct", "title": "AI and Next-Gen Sequencing Strengthens Twist Bioscience Corp. (TWST)", "topics": ["AI", "Biotech", "Growth Stocks"], "summary": "Parnassus Investments, an investment management company, released the \"Parnassus Growth Equity Fund\" second-quarter 2026 investor letter. The letter can be downloaded here. During the quarter, the Fund (Investor Shares) returned 17.49% (net of fees), outperforming the Russell 1000 Growth Index's 16.74%. Holdings in Information Technology and Consumer Discretionary sectors boosted relative returns, while Communication Services and Financials holdings detracted. For the year-to-date period, the Fund returned 6.17% (net of fees), outperforming the Russell 1000 Growth's 5.33%. The firm remains con", "age_days": 6.9, "is_stale": false, "sentiment": "positive", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/healthcare/articles/ai-next-gen-sequencing-strengthens-135904901.html", "source_name": "finance.yahoo.com", "published_at": "2026-09-16T13:59:04+00:00", "tone_signals": ["Positive financial language"], "company_focus": 1.0, "freshness_pct": 9.2, "sentiment_pct": 57, "evidence_basis": "archived_article", "evidence_share": 1.3, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.00732, "influence_label": "Low", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 30, "published_display": "16 Sep 2026 13:59", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "1.3"}, {"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Shares Climbed, So What Is Catching Investors' Attention?", "topics": [], "summary": "", "age_days": 8.2, "is_stale": false, "sentiment": "positive", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.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?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-15T05:41:18+00:00", "tone_signals": ["Positive market reaction"], "company_focus": 1.0, "freshness_pct": 5.8, "sentiment_pct": 60, "evidence_basis": "headline_only", "evidence_share": 1.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.005521, "influence_label": "Low", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 34, "published_display": "15 Sep 2026 05:41", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "1"}, {"url": "https://kalkinemedia.com/us/news/announcements/twist-bioscience-hr-svp-paula-green-sells-shares-to-cover-rsu-tax-withholding", "tier": "direct", "title": "Twist Bioscience HR SVP Paula Green Sells Shares to Cover RSU Tax Withholding", "topics": ["Earnings", "Finance"], "summary": "Paula Green, Senior Vice President of Human Resources at Twist Bioscience Corp, sold 907 shares of company common stock on September 8, 2026. This transaction, valued at $122.624 per share, was not a discretionary trade but a mandatory \"sell to cover\" sale to meet tax withholding obligations associated with the vesting of Restricted Stock Units (RSUs). After the sale, Green directly holds 117,014 shares of Twist Bioscience.", "age_days": 12.6, "is_stale": false, "sentiment": "negative", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://kalkinemedia.com/us/news/announcements/twist-bioscience-hr-svp-paula-green-sells-shares-to-cover-rsu-tax-withholding", "source_name": "Kalkine Media", "published_at": "2026-09-10T21:26:58+00:00", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "freshness_pct": 17.5, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 6.3, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.034691, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 40, "published_display": "10 Sep 2026 21:26", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "6.3"}, {"url": "https://www.investing.com/news/analyst-ratings/bws-financial-initiates-twist-bioscience-stock-with-sell-rating-93CH-4893949", "tier": "direct", "title": "BWS Financial initiates Twist Bioscience stock with sell rating", "topics": ["Earnings", "Financial Markets", "Life Sciences", "Technology"], "summary": "BWS Financial initiated coverage on Twist Bioscience (NASDAQ:TWST) with a sell rating and a price target of $45.00, citing its significant premium compared to competitors and overvaluation. Analyst Hamed Khorsand highlighted pricing pressure from integrated incumbents, the non-commercial nature of a recent stock-driving research evaluation, and increasing insider selling. Despite a remarkable stock performance over the past year, the company is not expected to be profitable this year.", "age_days": 13.9, "is_stale": false, "sentiment": "negative", "event_type": "analyst", "tier_label": "Direct company coverage", "event_label": "Analyst action", "source_kind": "publisher", "source_link": "https://www.investing.com/news/analyst-ratings/bws-financial-initiates-twist-bioscience-stock-with-sell-rating-93CH-4893949", "source_name": "Investing.com", "published_at": "2026-09-09T14:28:53+00:00", "tone_signals": ["Analyst downgrade", "Sell Rating"], "company_focus": 1.0, "freshness_pct": 4.1, "sentiment_pct": 26, "evidence_basis": "archived_article", "evidence_share": 2.2, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.012278, "influence_label": "Medium", "event_confidence": 85, "company_focus_pct": 100, "evidence_strength": 48, "published_display": "09 Sep 2026 14:28", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "2.2"}, {"url": "https://www.biospace.com/press-releases/twist-bioscience-to-present-at-baird-2026-global-healthcare-conference", "tier": "direct", "title": "Twist Bioscience to Present at Baird 2026 Global Healthcare Conference", "topics": ["Biotech", "Conference", "Earnings", "Financial Markets", "Healthcare", "Life Sciences"], "summary": "Twist Bioscience announced that its CEO, Emily M. Leproust, Ph.D., and CFO, Adam Laponis, will participate in a fireside chat at the Baird 2026 Global Healthcare Conference. The event is scheduled for September 15, 2026, at 1:25 pm Eastern Time in New York City and will be webcast live. A replay of the chat will be available for 30 days on the company's investor relations website.", "age_days": 13.9, "is_stale": false, "sentiment": "neutral", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.biospace.com/press-releases/twist-bioscience-to-present-at-baird-2026-global-healthcare-conference", "source_name": "BioSpace", "published_at": "2026-09-09T13:52:49+00:00", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 14.6, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.014017, "influence_label": "None", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "09 Sep 2026 13:52", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://finance.yahoo.com/markets/stocks/articles/ubs-initiates-coverage-twist-bioscience-121751341.html", "tier": "direct", "title": "UBS Initiates Coverage on Twist Bioscience With Neutral Rating, $144 Price Target", "topics": [], "summary": "", "age_days": 13.9, "is_stale": false, "sentiment": "neutral", "event_type": "analyst", "tier_label": "Direct company coverage", "event_label": "Analyst action", "source_kind": "publisher", "source_link": "https://finance.yahoo.com/markets/stocks/articles/ubs-initiates-coverage-twist-bioscience-121751341.html", "source_name": "MT Newswires", "published_at": "2026-09-09T12:17:51+00:00", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 4.0, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.002624, "influence_label": "None", "event_confidence": 61, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "09 Sep 2026 12:17", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://news.google.com/rss/articles/CBMi5AFBVV95cUxQVGdXNkdQT1c3Q2QyOURXVnE0cGM1V050bTFMaEZUN2tFWjczSkdHVWtFdUFyVThfQS0wT3h2cTVUTzVuNTlLZGJlbHE4UE41aE9wWkw1d2QwSzFyZ1F3Tkhoci04YUFVOFlUamd6T21PeGhNNElyWE1qWFV0Y2FNU1VDYWFoWGsxTVF4S3hBY2xYeGJmY0stQzNyeGU1WFJGa1o0bHN2TnFIdWFJZER2R05OWk9ZcGl0UGZDbmlfakFWTU4zczh1X3JjWEt1VjB5Q0IwbXlTd3pyX1JMaUNkXzh2TlfSAeoBQVVfeXFMTjhmMmEtekwwT2VhWFdRbjR6Vm0xWVBhR3VkU3dLUHFMR0Vxc012c2Q5OGZ5Nzd3TE1NWndYdERYMFUwdUtJbGFmMk40b1ZYQ3lOOUR1TzduTUZESlk1TUNFQ1RCVXZ1Y1dTWEd1TmppOGE1dzRGM01EakMxOTgtald1TmdnLUF6YjcxOVpNLTh1MVZkUDRzMEhwYXk5TFdVX2taMi1tX1dfMl9UWGh6aEQwckZBVTkzVm51TzRHQWRFbFpudmNzN3hCUEU3RkhjN3R1YUxWRk9jRVU2ZWh5OTQ1QmViM1JtUEdn?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Stock Looks Undervalued On Cash Flow But Overvalued On Sales", "topics": [], "summary": "", "age_days": 14.2, "is_stale": false, "sentiment": "neutral", "event_type": "liquidity", "tier_label": "Direct company coverage", "event_label": "Balance sheet", "source_kind": "publisher", "source_link": "https://news.google.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?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-09T07:00:00+00:00", "tone_signals": ["Positive valuation view", "Negative valuation view"], "company_focus": 1.0, "freshness_pct": 24.6, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.02763, "influence_label": "None", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "09 Sep 2026 07:00", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://finance.yahoo.com/healthcare/articles/twist-bioscience-twst-rallied-ai-125315032.html", "tier": "direct", "title": "Twist Bioscience (TWST) Rallied as AI and Pharma Drive DNA Demand", "topics": ["Biotech", "Consumer Discretionary", "Earnings", "Healthcare", "Semiconductors"], "summary": "Artisan Partners, an investment management company, released its second-quarter 2026 investor letter for the \"Artisan Mid Cap Fund\". The letter can be downloaded here. Global equities rebounded sharply in Q2 2026, recovering from March lows as resilient economic data, strong corporate earnings, and continued AI investment improved investor sentiment despite inflation concerns, delayed rate cuts, and geopolitical uncertainty. The portfolio generated strong absolute returns and outperformed the Russell Midcap\u00ae Growth Index, benefiting from semiconductor exposure within IT and strong stock select", "age_days": 14.9, "is_stale": false, "sentiment": "positive", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://finance.yahoo.com/healthcare/articles/twist-bioscience-twst-rallied-ai-125315032.html", "source_name": "Insider Monkey", "published_at": "2026-09-08T12:53:15+00:00", "tone_signals": ["Operating growth"], "company_focus": 1.0, "freshness_pct": 12.6, "sentiment_pct": 69, "evidence_basis": "archived_article", "evidence_share": 5.4, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.029722, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 48, "published_display": "08 Sep 2026 12:53", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "5.4"}, {"url": "https://www.claimdepot.com/settlements/twist-securities-settlement", "tier": "direct", "title": "Claim your share of the $17 million Twist Bioscience securities class action settlement", "topics": ["Finance", "Life Sciences"], "summary": "Investors who purchased Twist Bioscience common stock between December 20, 2018, and November 15, 2022, or in its December 2020 secondary offering, may be eligible for a cash payment from a $17 million securities class action settlement. The lawsuit alleged that Twist Bioscience made false and misleading statements about its production process, product quality, and accounting, leading to inflated stock prices and investor losses. Eligible class members must submit a claim by November 17, 2026, with the estimated average net recovery being $0.22 per affected share.", "age_days": 15.0, "is_stale": false, "sentiment": "negative", "event_type": "regulatory", "tier_label": "Direct company coverage", "event_label": "Regulatory and legal", "source_kind": "publisher", "source_link": "https://www.claimdepot.com/settlements/twist-securities-settlement", "source_name": "Claim Depot", "published_at": "2026-09-08T10:44:00", "tone_signals": ["Legal or regulatory risk", "Dilution risk"], "company_focus": 1.0, "freshness_pct": 22.6, "sentiment_pct": 27, "evidence_basis": "archived_article", "evidence_share": 15.3, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.084886, "influence_label": "Medium", "event_confidence": 77, "company_focus_pct": 100, "evidence_strength": 57, "published_display": "08 Sep 2026 10:44", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "15.3"}, {"url": "https://news.google.com/rss/articles/CBMisAFBVV95cUxPdVlaLVkxaVU3dTloUGlJTWdOYklzYi1GeDA3TFhrdm81Zk5udHdxNTlTemVUeUNUOWd1djBzbUlGeFRUZzdhdjNod2o3X05TTVdlZXQzSUxadUtZYkxBTFU5b0loaklCN2U4czJtcG9ZUzUxdXJrQ0F6RDN1bjNodGJCVzlBakhsdnVWbXpaZU9hX096VndmRE1iM2JsbU9lc3dYa2J2QnctRVhCbGxzRA?oc=5", "tier": "direct", "title": "Twist Bioscience Stock: 6 Straight Red Days, Down 19%", "topics": [], "summary": "", "age_days": 16.2, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMisAFBVV95cUxPdVlaLVkxaVU3dTloUGlJTWdOYklzYi1GeDA3TFhrdm81Zk5udHdxNTlTemVUeUNUOWd1djBzbUlGeFRUZzdhdjNod2o3X05TTVdlZXQzSUxadUtZYkxBTFU5b0loaklCN2U4czJtcG9ZUzUxdXJrQ0F6RDN1bjNodGJCVzlBakhsdnVWbXpaZU9hX096VndmRE1iM2JsbU9lc3dYa2J2QnctRVhCbGxzRA?oc=5", "source_name": "Trefis", "published_at": "2026-09-07T06:57:15+00:00", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 0.4, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.000197, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "07 Sep 2026 06:57", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://m.za.investing.com/news/stock-market-news/cathie-woods-ark-sees-major-stock-moves-with-robinhood-and-twist-bioscience-93CH-4455150?ampMode=1", "tier": "direct", "title": "Cathie Wood\u2019s ARK sees major stock moves with Robinhood and Twist Bioscience By Investing.com", "topics": ["Blockchain", "Financial Markets", "Life Sciences", "Technology"], "summary": "Cathie Wood's ARK ETFs made several significant trades on Friday, September 4th, 2026, increasing its stake in Robinhood Markets, Veracyte, and Intellia Therapeutics. Conversely, ARK reduced its positions in Twist Bioscience Corporation and Tempus AI. These moves reflect ARK's continued focus on technology, healthcare, and innovation.", "age_days": 18.4, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://m.za.investing.com/news/stock-market-news/cathie-woods-ark-sees-major-stock-moves-with-robinhood-and-twist-bioscience-93CH-4455150?ampMode=1", "source_name": "Investing.com South Africa", "published_at": "2026-09-05T00:58:38", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 0.2, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.000144, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "05 Sep 2026 00:58", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://news.google.com/rss/articles/CBMiyAFBVV95cUxQTEZqZW1ZLVFTZm9LdVV3cmdETXJtYWxFdTF3NlRRRFZJSWJ3eEZhVmN4LW55UDI0SjBITVdwZFQzMXhMWXQyUGxUeEI4S1k1VDVWbERUQmotaFh1QVQzWXprNW1DTXkycWMxYnI5OVV4NTZra0dOS2RzZUQwWklRSUp1V0hkREc1elpYSG1WdlFvSkVJNDlNQnFoenZDcUNyNjNNZzVMNklEc0o5THNobDUtNTRnc2JITHZLNkFFZkM2X3RmUVRDRQ?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Slips 3.17% to $124.63 as Biotech Volatility Weighs on Sentiment - Volume Dry Up", "topics": [], "summary": "", "age_days": 19.2, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMiyAFBVV95cUxQTEZqZW1ZLVFTZm9LdVV3cmdETXJtYWxFdTF3NlRRRFZJSWJ3eEZhVmN4LW55UDI0SjBITVdwZFQzMXhMWXQyUGxUeEI4S1k1VDVWbERUQmotaFh1QVQzWXprNW1DTXkycWMxYnI5OVV4NTZra0dOS2RzZUQwWklRSUp1V0hkREc1elpYSG1WdlFvSkVJNDlNQnFoenZDcUNyNjNNZzVMNklEc0o5THNobDUtNTRnc2JITHZLNkFFZkM2X3RmUVRDRQ?oc=5", "source_name": "careplusvn.com", "published_at": "2026-09-04T07:00:00+00:00", "tone_signals": [], "company_focus": 1.0, "freshness_pct": 0.1, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 7e-05, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "04 Sep 2026 07:00", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) After Margin Gains And Big Share Price Run Looks Fully Valued", "topics": [], "summary": "", "age_days": 22.2, "is_stale": false, "sentiment": "positive", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://news.google.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?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-01T07:00:00+00:00", "tone_signals": ["Positive financial language"], "company_focus": 1.0, "freshness_pct": 4.6, "sentiment_pct": 57, "evidence_basis": "headline_only", "evidence_share": 1.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.00528, "influence_label": "Low", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 31, "published_display": "01 Sep 2026 07:00", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "1"}, {"url": "https://news.google.com/rss/articles/CBMimwJBVV95cUxQRDRSUUFzSG0xMldoSGJ4NUxwcHBBVjl0eXJvX3FXaEhiUkEya0NVNTBnWGxNUTUyYmdPOTZ3NmQyQ1pURmwxYWpGLUtCMDAxMGJXNm9UQUd0b3JZVXdJTVNFbHZjakEtNldHaWU4N2E5eDdvQ3J6Y3JLQ1kxZlNWV0dqMmdVeWpzYlE4UGd0TDRwUHhzOUZiblc0dXJuTG9XQXNHQ0ZYcWZTQzhwNlBaQ0RVcl9iNHhIQm5rb1kxc1V5dWp0SUxNYm9PQ244ZDdCcV9ISF9LMXFOZUhoNV9QUUxuRDZKSlhQWnVMWkxYWUVXUTBFRFRzSzNRU25RbWw2VnQyODd3dmJOVFFBZXBfaGdfOUZtRlJQRkFB?oc=5", "tier": "direct", "title": "Twist (TWST) Results Check: EPS Comes in Below Forecast in the Latest Reading; Latest Reaction: The Market Price Moves 7.54% Higher in the Latest Session - Profit Margin Analysis", "topics": [], "summary": "", "age_days": 28.2, "is_stale": false, "sentiment": "negative", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMimwJBVV95cUxQRDRSUUFzSG0xMldoSGJ4NUxwcHBBVjl0eXJvX3FXaEhiUkEya0NVNTBnWGxNUTUyYmdPOTZ3NmQyQ1pURmwxYWpGLUtCMDAxMGJXNm9UQUd0b3JZVXdJTVNFbHZjakEtNldHaWU4N2E5eDdvQ3J6Y3JLQ1kxZlNWV0dqMmdVeWpzYlE4UGd0TDRwUHhzOUZiblc0dXJuTG9XQXNHQ0ZYcWZTQzhwNlBaQ0RVcl9iNHhIQm5rb1kxc1V5dWp0SUxNYm9PQ244ZDdCcV9ISF9LMXFOZUhoNV9QUUxuRDZKSlhQWnVMWkxYWUVXUTBFRFRzSzNRU25RbWw2VnQyODd3dmJOVFFBZXBfaGdfOUZtRlJQRkFB?oc=5", "source_name": "dars.gov.et", "published_at": "2026-08-26T07:00:00+00:00", "tone_signals": ["Missed expectations"], "company_focus": 1.0, "freshness_pct": 2.0, "sentiment_pct": 25, "evidence_basis": "headline_only", "evidence_share": 0.8, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.004307, "influence_label": "Medium", "event_confidence": 61, "company_focus_pct": 100, "evidence_strength": 51, "published_display": "26 Aug 2026 07:00", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.8"}, {"url": "https://www.gurufocus.com/news/9052367/twist-bioscience-corp-twst-stock-up-75-but-gf-value-says-overvalued-gf-score-69100", "tier": "direct", "title": "Twist Bioscience Corp (TWST) Stock Up 7.5% but GF Value Says Overvalued -- GF Score: 69/100", "topics": ["Financial Markets", "Life Sciences"], "summary": "Twist Bioscience Corp (TWST) stock rose 7.5% today to $151.42, yet GuruFocus's GF Value\u2122 indicates it is 188.0% overvalued compared to its fair value of $52.58. The company shows strong growth (10/10) but struggles with profitability (3/10) and is considered highly overvalued (1/10). Notably, insiders have sold $64.5M worth of shares over the past year with no buying activity, raising concerns about future prospects.", "age_days": 28.5, "is_stale": false, "sentiment": "negative", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://www.gurufocus.com/news/9052367/twist-bioscience-corp-twst-stock-up-75-but-gf-value-says-overvalued-gf-score-69100", "source_name": "GuruFocus", "published_at": "2026-08-25T23:47:01+00:00", "tone_signals": ["Negative valuation view", "Institutional or insider selling"], "company_focus": 1.0, "freshness_pct": 0.0, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 7e-06, "influence_label": "Low", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 33, "published_display": "25 Aug 2026 23:47", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "<0.1"}, {"url": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-5c7b473d0f06.html", "tier": "direct", "title": "Twist Bioscience (NASDAQ: TWST) COO sells shares in tax-withholding trade", "topics": ["Earnings", "Finance"], "summary": "Twist Bioscience Corp (TWST) President and COO Patrick John Finn sold 4,046 shares of common stock on August 21, 2026, for a total of $563,165. This transaction was a mandatory \"sell to cover\" to satisfy tax withholding obligations on vested Restricted Stock Units, not a discretionary trade. Following the sale, Finn directly holds 210,802 shares of TWST.", "age_days": 28.6, "is_stale": false, "sentiment": "negative", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-5c7b473d0f06.html", "source_name": "Stock Titan", "published_at": "2026-08-25T19:41:02+00:00", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "freshness_pct": 1.9, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.6, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.003202, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 36, "published_display": "25 Aug 2026 19:41", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.6"}, {"url": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-012091c49990.html", "tier": "direct", "title": "Twist Bioscience (NASDAQ: TWST) CFO sells shares to cover taxes", "topics": ["Earnings", "Finance", "Life Sciences", "Technology"], "summary": "Twist Bioscience's CFO, Adam Laponis, sold 1,965 shares of common stock at $139.066 per share on August 21, 2026. This transaction was not a discretionary trade but rather a \"sell to cover\" action to satisfy tax withholding obligations related to the vesting of Restricted Stock Units. Following this sale, Laponis directly holds 108,633 shares of the company's common stock.", "age_days": 28.6, "is_stale": false, "sentiment": "negative", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-012091c49990.html", "source_name": "Stock Titan", "published_at": "2026-08-25T19:41:02+00:00", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "freshness_pct": 1.9, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.7, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.003737, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 36, "published_display": "25 Aug 2026 19:41", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.7"}, {"url": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-a89b97e5fb7c.html", "tier": "direct", "title": "Twist Bioscience (TWST) CEO trims stake in tax-driven sale", "topics": ["Earnings", "Economy Fiscal", "Finance", "Life Sciences"], "summary": "Twist Bioscience CEO Emily M. Leproust sold 6,639 shares of common stock on August 21, 2026, for $139.066 per share. This sale was a mandatory \"sell to cover\" transaction to fulfill tax withholding obligations on vested Restricted Stock Units, not a discretionary trade. Following the sale, Leproust directly holds 812,299 common shares, in addition to various employee stock options.", "age_days": 28.6, "is_stale": false, "sentiment": "negative", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-a89b97e5fb7c.html", "source_name": "Stock Titan", "published_at": "2026-08-25T19:41:01+00:00", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "freshness_pct": 1.9, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.7, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.003737, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 36, "published_display": "25 Aug 2026 19:41", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.7"}, {"url": "https://www.stocktitan.net/sec-filings/TWST/144-twist-bioscience-corp-sec-filing-c3f487990c8f.html", "tier": "direct", "title": "Twist Bioscience (NASDAQ: TWST) officer sets 854-share sale tied to equity taxes", "topics": ["Finance", "Financial Markets", "Life Sciences"], "summary": "Robert F. Werner, an officer at Twist Bioscience Corp (TWST), has filed a Rule 144 notice to sell 854 shares of common stock. This proposed sale is connected to restricted stock vesting, with a portion of the proceeds intended to cover tax obligations from a vested equity award. The filing also notes several previous stock sales by Werner over the last three months.", "age_days": 29.6, "is_stale": false, "sentiment": "neutral", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/144-twist-bioscience-corp-sec-filing-c3f487990c8f.html", "source_name": "Stock Titan", "published_at": "2026-08-24T19:42:45+00:00", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "freshness_pct": 0.0, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 2e-06, "influence_label": "None", "event_confidence": 35, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "24 Aug 2026 19:42", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}, {"url": "https://www.investing.com/news/analyst-ratings/guggenheim-reiterates-twist-bioscience-stock-rating-on-ai-drug-discovery-potential-93CH-4873297", "tier": "direct", "title": "Guggenheim reiterates Twist Bioscience stock rating on AI drug discovery potential", "topics": ["Earnings", "Life Sciences", "Technology"], "summary": "Guggenheim has reiterated a Buy rating and a $107.00 price target for Twist Bioscience (NASDAQ:TWST), citing the company's significant opportunities in AI-enabled drug discovery. Despite the stock's 409% surge over the past year and current trading near its 52-week high, InvestingPro data suggests it may be overvalued. Twist Bioscience expects triple-digit order growth in this sector for the current and next year, although short-seller Scorpion Capital has raised concerns regarding the company's role in an AI partnership with Anthropic.", "age_days": 30.0, "is_stale": false, "sentiment": "neutral", "event_type": "analyst", "tier_label": "Direct company coverage", "event_label": "Analyst action", "source_kind": "publisher", "source_link": "https://www.investing.com/news/analyst-ratings/guggenheim-reiterates-twist-bioscience-stock-rating-on-ai-drug-discovery-potential-93CH-4873297", "source_name": "Investing.com", "published_at": "2026-08-24T11:42:45+00:00", "tone_signals": ["Buy Rating", "Positive market reaction", "Negative valuation view"], "company_focus": 1.0, "freshness_pct": 0.1, "sentiment_pct": 55, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.000199, "influence_label": "None", "event_confidence": 61, "company_focus_pct": 100, "evidence_strength": 0, "published_display": "24 Aug 2026 11:42", "direction_included": false, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0"}], "by_tier": {"direct": [{"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience Stock Gains Lilly AI Drug Discovery Partnership Exposure", "topics": ["AI", "Biotech", "Drug Discovery", "Experimental Data", "Partnership", "Revenue Growth"], "summary": "Twist Bioscience Corporation (NASDAQ:TWST) is on the cusp of gaining significant exposure to the rapidly evolving artificial intelligence (AI)-driven drug discovery ecosystem. 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Twist protocols to generate high-quality wet lab data that feed Lilly's AI/ML drug discovery models. This collaboration effectively plugs Twist's DNA and antibody capabilities into Lilly's AI-driven discovery ecosystem, potentially deepening Twist's role in data-rich, AI-enhanced antibody development workflows across the biopharma industry. We'll now examine how Twist's integration into Lilly's AI-enabled TuneLab platform could", "age_days": 6.0, "is_stale": false, "provider": "eodhd", "providers": ["eodhd"], "sentiment": "neutral", "story_key": "3af09cf13e0f57b39f05845deb80707009d3fbf831ccad2dc8c4ffee21b8f154", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/technology/ai/articles/twist-bioscience-twst-14-0-101015258.html", "source_name": "finance.yahoo.com", "published_at": "2026-09-17T10:10:15+00:00", "source_names": ["finance.yahoo.com"], "target_scope": "Twist Bioscience (TWST) Is Up 14.0% After Lilly AI Drug Discovery Tie-Up Is Announced - Has The Bull Case Changed? On 16 September 2026, Twist Bioscience announced an agreement with Lilly TuneLab, under which Twist will provide antibody characterization data services using preferred Twist protocols to generate high-quality wet lab data that feed Lilly's AI/ML drug discovery models. This collaboration effectively plugs Twist's DNA and antibody capabilities into Lilly's AI-driven discovery ecosystem, potentially deepening Twist's role in data-rich, AI-enhanced antibody development workflows across the biopharma industry. We'll now examine how Twist's integration into Lilly's AI-enabled TuneLab platform could", "tone_signals": [], "company_focus": 0.78, "cross_listing": false, "entity_mapped": true, "freshness_pct": 43.3, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.029228, "influence_label": "None", "provider_symbol": "TWST.US", "relevance_score": 1.0, "archive_provider": "", "event_confidence": 53, "model_confidence": 0.4, "provider_symbols": ["COIN", "LLY", "LLY.US", "TWST", "TWST.ARCHIVE", "TWST.US"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 78, "evidence_strength": 0, "published_display": "17 Sep 2026 10:10", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.US", "provider_directional_mass": 0.167}, {"url": "https://www.investing.com/news/stock-market-news/twist-bioscience-stock-rises-on-eli-lilly-partnership-deal-93CH-4904246", "tier": "direct", "title": "Twist Bioscience stock rises on Eli Lilly partnership deal", "topics": ["Life Sciences", "Technology"], "summary": "Twist Bioscience Corp (NASDAQ:TWST) shares climbed 3% following the announcement of a partnership with Eli Lilly and Company's TuneLab. Under the agreement, Twist will provide antibody characterization data services for TuneLab, aiming to accelerate biotech innovation by connecting experimental data with AI-enabled drug discovery. This collaboration will allow TuneLab users to access Twist's services with preferred protocols and pricing, contributing to more efficient antibody drug discovery.", "age_days": 6.7, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "neutral", "story_key": "c1609184743c1efadb3cad48ee0d8b32dea8cc59bfe9ece0f6136678fb303a6c", "event_type": "deals", "tier_label": "Direct company coverage", "event_label": "Deals and strategy", "source_kind": "publisher", "source_link": "https://www.investing.com/news/stock-market-news/twist-bioscience-stock-rises-on-eli-lilly-partnership-deal-93CH-4904246", "source_name": "Investing.com", "published_at": "2026-09-16T18:05:29+00:00", "source_names": ["Investing.com"], "target_scope": "Twist Bioscience stock rises on Eli Lilly partnership deal Twist Bioscience Corp (NASDAQ:TWST) shares climbed 3% following the announcement of a partnership with Eli Lilly and Company's TuneLab. Under the agreement, Twist will provide antibody characterization data services for TuneLab, aiming to accelerate biotech innovation by connecting experimental data with AI-enabled drug discovery. This collaboration will allow TuneLab users to access Twist's services with preferred protocols and pricing, contributing to more efficient antibody drug discovery.", "tone_signals": ["Positive market reaction", "Large positive market reaction"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 51.5, "sentiment_pct": 54, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.10622, "influence_label": "None", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 61, "model_confidence": 0.62, "provider_symbols": ["LLY", "TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "16 Sep 2026 18:05", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://news.google.com/rss/articles/CBMipAFBVV95cUxOQWR5Z3lvTWJMQ0dpbWhjNlk1emdiLWRoN2k0V25Ld0dpWDBhMnlFQkw1WW9vemtJWGxqV3dScGVia0VzRkl3MFpnaEYzd2xmb2xHdThZOHByQ2tqcklxaWczcWxIVV9PNU5feEoyUU0yQXo2bmlQcDhKdF8zZFo5eWl5aklHRUdLazB4NWUyOUNUaTJZSElzdGJBZHhPekNneEljcA?oc=5", "tier": "direct", "title": "Twist Bioscience Joins Lilly TuneLab to Advance Antibody Drug Discovery", "topics": ["AI Ml", "Antibody Discovery", "Biotech"], "summary": "Antibody characterization data generated by Twist supports TuneLab AI models designed to accelerate antibody discovery SOUTH SAN FRANCISCO, Calif., September 16, 2026--(BUSINESS WIRE)--Twist Bioscience Corporation (NASDAQ: TWST), a mid-cap growth and value biotech company, today announced an agreement with Lilly TuneLab, a collaborative AI/ML drug discovery platform created by Eli Lilly and Company (Lilly). Twist is a provider of antibody characterization data services for TuneLab, including for AbLab, an antibody developability prediction model. TuneLab was created to accelerate biotech innov", "age_days": 6.8, "is_stale": false, "provider": "archive", "providers": ["archive", "google_news"], "sentiment": "neutral", "story_key": "3d30d887315bcfe52ca067be0eda7d58e63f6c8ea6610321569fd38bfb1ba9e8", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMipAFBVV95cUxOQWR5Z3lvTWJMQ0dpbWhjNlk1emdiLWRoN2k0V25Ld0dpWDBhMnlFQkw1WW9vemtJWGxqV3dScGVia0VzRkl3MFpnaEYzd2xmb2xHdThZOHByQ2tqcklxaWczcWxIVV9PNU5feEoyUU0yQXo2bmlQcDhKdF8zZFo5eWl5aklHRUdLazB4NWUyOUNUaTJZSElzdGJBZHhPekNneEljcA?oc=5", "source_name": "Finviz", "published_at": "2026-09-16T14:53:34+00:00", "source_names": ["Finviz"], "target_scope": "Twist Bioscience Joins Lilly TuneLab to Advance Antibody Drug Discovery Antibody characterization data generated by Twist supports TuneLab AI models designed to accelerate antibody discovery SOUTH SAN FRANCISCO, Calif., September 16, 2026--(BUSINESS WIRE)--Twist Bioscience Corporation (NASDAQ: TWST), a mid-cap growth and value biotech company, today announced an agreement with Lilly TuneLab, a collaborative AI/ML drug discovery platform created by Eli Lilly and Company (Lilly). Twist is a provider of antibody characterization data services for TuneLab, including for AbLab, an antibody developability prediction model.", "tone_signals": [], "company_focus": 0.78, "cross_listing": false, "entity_mapped": true, "freshness_pct": 9.4, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.003834, "influence_label": "None", "provider_symbol": "TWST.US", "relevance_score": 0.78, "archive_provider": "google_news", "event_confidence": 35, "model_confidence": 0.4, "provider_symbols": ["LLY.US", "TWST.ARCHIVE", "TWST.US"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 78, "evidence_strength": 0, "published_display": "16 Sep 2026 14:53", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://seekingalpha.com/news/4643386-twist-bio-gingko-rise-lilly-tunelab-deals?amp%3Butm_medium=referral&amp%3Bfeed_item_type=news", "tier": "direct", "title": "Twist Bio, and Gingko rise after agreements with Lilly TuneLab", "topics": ["AI Ml", "Biotech", "Drug Discovery"], "summary": "[Two coloured ropes knotted together] Richard Drury Twist Bioscience (TWST [https://seekingalpha.com/symbol/TWST]) and Ginkgo Bioworks (DNA [https://seekingalpha.com/symbol/DNA]) traded higher on Wednesday after announcing agreements with Lilly TuneLab, a collaborative drug discovery platform established by Eli Lilly (LLY [https://seekingalpha.com/symbol/LLY]). As part of its agreement with Lilly, Twist Bio (TWST [https://seekingalpha.com/symbol/TWST]) said that it will provide antibody characterization data services to TuneLab companies accessing AI/ML drug discovery models trained on Lilly-o", "age_days": 6.8, "is_stale": false, "provider": "eodhd", "providers": ["eodhd"], "sentiment": "neutral", "story_key": "7bea2251bb2fda3d41cf7ad8947c54bf46438ec085ec230b0e6c5c1a2f6fcdb5", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://seekingalpha.com/news/4643386-twist-bio-gingko-rise-lilly-tunelab-deals?amp%3Butm_medium=referral&amp%3Bfeed_item_type=news", "source_name": "seekingalpha.com", "published_at": "2026-09-16T14:36:34+00:00", "source_names": ["seekingalpha.com"], "target_scope": "Twist Bio, and Gingko rise after agreements with Lilly TuneLab [Two coloured ropes knotted together] Richard Drury Twist Bioscience (TWST [https://seekingalpha.com/symbol/TWST]) and Ginkgo Bioworks (DNA [https://seekingalpha.com/symbol/DNA]) traded higher on Wednesday after announcing agreements with Lilly TuneLab, a collaborative drug discovery platform established by Eli Lilly (LLY [https://seekingalpha.com/symbol/LLY]). As part of its agreement with Lilly, Twist Bio (TWST [https://seekingalpha.com/symbol/TWST]) said that it will provide antibody characterization data services to TuneLab companies accessing AI/ML drug discovery models trained on Lilly-o", "tone_signals": [], "company_focus": 0.78, "cross_listing": false, "entity_mapped": true, "freshness_pct": 9.3, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.003818, "influence_label": "None", "provider_symbol": "TWST.US", "relevance_score": 0.78, "archive_provider": "", "event_confidence": 35, "model_confidence": 0.4, "provider_symbols": ["DNA.US", "LLY.US", "TWST.ARCHIVE", "TWST.US"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 78, "evidence_strength": 0, "published_display": "16 Sep 2026 14:36", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Shared story", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.US", "provider_directional_mass": 0.0769}, {"url": "https://finance.yahoo.com/healthcare/articles/ai-next-gen-sequencing-strengthens-135904901.html", "tier": "direct", "title": "AI and Next-Gen Sequencing Strengthens Twist Bioscience Corp. (TWST)", "topics": ["AI", "Biotech", "Growth Stocks"], "summary": "Parnassus Investments, an investment management company, released the \"Parnassus Growth Equity Fund\" second-quarter 2026 investor letter. The letter can be downloaded here. During the quarter, the Fund (Investor Shares) returned 17.49% (net of fees), outperforming the Russell 1000 Growth Index's 16.74%. Holdings in Information Technology and Consumer Discretionary sectors boosted relative returns, while Communication Services and Financials holdings detracted. For the year-to-date period, the Fund returned 6.17% (net of fees), outperforming the Russell 1000 Growth's 5.33%. The firm remains con", "age_days": 6.9, "is_stale": false, "provider": "eodhd", "providers": ["eodhd"], "sentiment": "positive", "story_key": "fd5bab4d0583a1905c90c9e9259c8d47d9f0a90df3fc5e35ceb5800908c2e0cf", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/healthcare/articles/ai-next-gen-sequencing-strengthens-135904901.html", "source_name": "finance.yahoo.com", "published_at": "2026-09-16T13:59:04+00:00", "source_names": ["finance.yahoo.com"], "target_scope": "AI and Next-Gen Sequencing Strengthens Twist Bioscience Corp. (TWST)", "tone_signals": ["Positive financial language"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 9.2, "sentiment_pct": 57, "evidence_basis": "archived_article", "evidence_share": 1.3, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.00732, "influence_label": "Low", "provider_symbol": "TWST.US", "relevance_score": 1.0, "archive_provider": "", "event_confidence": 35, "model_confidence": 0.461, "provider_symbols": ["TWST.ARCHIVE", "TWST.US"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 30, "published_display": "16 Sep 2026 13:59", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "1.3", "target_provider_symbol": "TWST.US", "provider_directional_mass": 0.196}, {"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Shares Climbed, So What Is Catching Investors' Attention?", "topics": [], "summary": "", "age_days": 8.2, "is_stale": false, "provider": "archive", "providers": ["archive"], "sentiment": "positive", "story_key": "6b33e61396606df0c70328cf354af438076de8ff40bbc569eb13ef814caf66c8", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMi5AFBVV95cUxQLUtJRlpJTWVpMW9Pdk13RG54RVRPUUVTQzRRRWQzdmtnSU1WLUNZT21iRG5ZRXloUlRLdi1PaTNVeVJqRk9QUG1CT3NQWHF2Z2FMVXlpZmxDU1RnZk81LW5sNTRncXZuYmZKOVhJbkRMNkxkX1dWZ1NGQVJDR1NGOE92WUsxb2loYmRNMHh3VTZIOFdlMWpoLWh3RU11V3VQZndXMUxMV1JLVDJyLXVGUV8tVjRIYnFtRkJ1RDdMRm8yWXdCSUZpZjhkajgxczZEZkU3UXFRbndNLVdpbkx5MF9EZTLSAeoBQVVfeXFMUDA5ejhscHBKSFNCSzdjU2xKTkp4MVBkWnhxVG05RVc2LTAxNmZhOXQxTnlKRXl0VFpJMU50WXpwYTRYRGM2M0Q2amRlTEhHRVZOaFpkNi1RUEhaTktibC13R1dsTlBfTlZZSC1EVzlhYUpBWE93X1V6djZwYVNYcG5RUG1xeDh6WEprRUwwNG92ajVpb3E1MWIyS0RPWVd1QnhKWG5MMVVuSklhVXhETURrdW1lOTZNMmN5QkYwVVBYNlNYNFNfa3VkWGFlV0hPRGtKYTJLbURKRjJVRElzeTk1N1JWbnBENkN3?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-15T05:41:18+00:00", "source_names": ["simplywall.st"], "target_scope": "Twist Bioscience (TWST) Shares Climbed, So What Is Catching Investors' Attention?", "tone_signals": ["Positive market reaction"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 5.8, "sentiment_pct": 60, "evidence_basis": "headline_only", "evidence_share": 1.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.005521, "influence_label": "Low", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "google_news", "event_confidence": 35, "model_confidence": 0.545, "provider_symbols": ["TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 34, "published_display": "15 Sep 2026 05:41", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "1", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://kalkinemedia.com/us/news/announcements/twist-bioscience-hr-svp-paula-green-sells-shares-to-cover-rsu-tax-withholding", "tier": "direct", "title": "Twist Bioscience HR SVP Paula Green Sells Shares to Cover RSU Tax Withholding", "topics": ["Earnings", "Finance"], "summary": "Paula Green, Senior Vice President of Human Resources at Twist Bioscience Corp, sold 907 shares of company common stock on September 8, 2026. This transaction, valued at $122.624 per share, was not a discretionary trade but a mandatory \"sell to cover\" sale to meet tax withholding obligations associated with the vesting of Restricted Stock Units (RSUs). After the sale, Green directly holds 117,014 shares of Twist Bioscience.", "age_days": 12.6, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "negative", "story_key": "b5f2b9ba2380e361c5977c5bd2656f90095349614acc47edb90df7b45fb463a8", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://kalkinemedia.com/us/news/announcements/twist-bioscience-hr-svp-paula-green-sells-shares-to-cover-rsu-tax-withholding", "source_name": "Kalkine Media", "published_at": "2026-09-10T21:26:58+00:00", "source_names": ["Kalkine Media"], "target_scope": "Twist Bioscience HR SVP Paula Green Sells Shares to Cover RSU Tax Withholding Paula Green, Senior Vice President of Human Resources at Twist Bioscience Corp, sold 907 shares of company common stock on September 8, 2026. After the sale, Green directly holds 117,014 shares of Twist Bioscience.", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 17.5, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 6.3, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.034691, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 53, "model_confidence": 0.634, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 40, "published_display": "10 Sep 2026 21:26", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "6.3", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.investing.com/news/analyst-ratings/bws-financial-initiates-twist-bioscience-stock-with-sell-rating-93CH-4893949", "tier": "direct", "title": "BWS Financial initiates Twist Bioscience stock with sell rating", "topics": ["Earnings", "Financial Markets", "Life Sciences", "Technology"], "summary": "BWS Financial initiated coverage on Twist Bioscience (NASDAQ:TWST) with a sell rating and a price target of $45.00, citing its significant premium compared to competitors and overvaluation. Analyst Hamed Khorsand highlighted pricing pressure from integrated incumbents, the non-commercial nature of a recent stock-driving research evaluation, and increasing insider selling. Despite a remarkable stock performance over the past year, the company is not expected to be profitable this year.", "age_days": 13.9, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "negative", "story_key": "06972f07d86d28e57c3c62e1917ec5b74e7bee3e76c9589586218e2661d2d84a", "event_type": "analyst", "tier_label": "Direct company coverage", "event_label": "Analyst action", "source_kind": "publisher", "source_link": "https://www.investing.com/news/analyst-ratings/bws-financial-initiates-twist-bioscience-stock-with-sell-rating-93CH-4893949", "source_name": "Investing.com", "published_at": "2026-09-09T14:28:53+00:00", "source_names": ["Investing.com"], "target_scope": "BWS Financial initiates Twist Bioscience stock with sell rating BWS Financial initiated coverage on Twist Bioscience (NASDAQ:TWST) with a sell rating and a price target of $45.00, citing its significant premium compared to competitors and overvaluation.", "tone_signals": ["Analyst downgrade", "Sell Rating"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 4.1, "sentiment_pct": 26, "evidence_basis": "archived_article", "evidence_share": 2.2, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.012278, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 85, "model_confidence": 0.673, "provider_symbols": ["A", "DHR", "TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 48, "published_display": "09 Sep 2026 14:28", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "2.2", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.biospace.com/press-releases/twist-bioscience-to-present-at-baird-2026-global-healthcare-conference", "tier": "direct", "title": "Twist Bioscience to Present at Baird 2026 Global Healthcare Conference", "topics": ["Biotech", "Conference", "Earnings", "Financial Markets", "Healthcare", "Life Sciences"], "summary": "Twist Bioscience announced that its CEO, Emily M. Leproust, Ph.D., and CFO, Adam Laponis, will participate in a fireside chat at the Baird 2026 Global Healthcare Conference. The event is scheduled for September 15, 2026, at 1:25 pm Eastern Time in New York City and will be webcast live. A replay of the chat will be available for 30 days on the company's investor relations website.", "age_days": 13.9, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "neutral", "story_key": "ab9650754290e2481324a6ec8cc98219ed203556897e06cf40ccf14b0dd0d744", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.biospace.com/press-releases/twist-bioscience-to-present-at-baird-2026-global-healthcare-conference", "source_name": "BioSpace", "published_at": "2026-09-09T13:52:49+00:00", "source_names": ["BioSpace"], "target_scope": "Twist Bioscience to Present at Baird 2026 Global Healthcare Conference Twist Bioscience announced that its CEO, Emily M.", "tone_signals": [], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 14.6, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.014017, "influence_label": "None", "provider_symbol": "TWST.US", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 53, "model_confidence": 0.4, "provider_symbols": ["COIN", "TWST", "TWST.ARCHIVE", "TWST.US"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "09 Sep 2026 13:52", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://finance.yahoo.com/markets/stocks/articles/ubs-initiates-coverage-twist-bioscience-121751341.html", "tier": "direct", "title": "UBS Initiates Coverage on Twist Bioscience With Neutral Rating, $144 Price Target", "topics": [], "summary": "", "age_days": 13.9, "is_stale": false, "provider": "archive", "providers": ["archive"], "sentiment": "neutral", "story_key": "4dc4d4c9a90dff42963932957f5e31f0316316cc9e31554f82d6630b02dd45b0", "event_type": "analyst", "tier_label": "Direct company coverage", "event_label": "Analyst action", "source_kind": "publisher", "source_link": "https://finance.yahoo.com/markets/stocks/articles/ubs-initiates-coverage-twist-bioscience-121751341.html", "source_name": "MT Newswires", "published_at": "2026-09-09T12:17:51+00:00", "source_names": ["MT Newswires"], "target_scope": "UBS Initiates Coverage on Twist Bioscience With Neutral Rating, $144 Price Target", "tone_signals": [], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 4.0, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.002624, "influence_label": "None", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "yfinance", "event_confidence": 61, "model_confidence": 0.4, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "09 Sep 2026 12:17", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Stock Looks Undervalued On Cash Flow But Overvalued On Sales", "topics": [], "summary": "", "age_days": 14.2, "is_stale": false, "provider": "google_news", "providers": ["google_news"], "sentiment": "neutral", "story_key": "22444458c71aba59f7fdea2ca708f7be72690d6fc73ac2fcc11b6d33e028516e", "event_type": "liquidity", "tier_label": "Direct company coverage", "event_label": "Balance sheet", "source_kind": "publisher", "source_link": "https://news.google.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?oc=5", "source_name": "simplywall.st", "published_at": "2026-09-09T07:00:00+00:00", "source_names": ["simplywall.st"], "target_scope": "Twist Bioscience (TWST) Stock Looks Undervalued On Cash Flow But Overvalued On Sales", "tone_signals": ["Positive valuation view", "Negative valuation view"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 24.6, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.02763, "influence_label": "None", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "", "event_confidence": 53, "model_confidence": 0.475, "provider_symbols": ["TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "09 Sep 2026 07:00", "direction_included": false, "sentiment_conflict": 0.9, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://finance.yahoo.com/healthcare/articles/twist-bioscience-twst-rallied-ai-125315032.html", "tier": "direct", "title": "Twist Bioscience (TWST) Rallied as AI and Pharma Drive DNA Demand", "topics": ["Biotech", "Consumer Discretionary", "Earnings", "Healthcare", "Semiconductors"], "summary": "Artisan Partners, an investment management company, released its second-quarter 2026 investor letter for the \"Artisan Mid Cap Fund\". The letter can be downloaded here. Global equities rebounded sharply in Q2 2026, recovering from March lows as resilient economic data, strong corporate earnings, and continued AI investment improved investor sentiment despite inflation concerns, delayed rate cuts, and geopolitical uncertainty. The portfolio generated strong absolute returns and outperformed the Russell Midcap\u00ae Growth Index, benefiting from semiconductor exposure within IT and strong stock select", "age_days": 14.9, "is_stale": false, "provider": "archive", "providers": ["archive"], "sentiment": "positive", "story_key": "c769a1c60777ab1fad802509aedc82167787c7a8d9d0b7729eb071464985695d", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://finance.yahoo.com/healthcare/articles/twist-bioscience-twst-rallied-ai-125315032.html", "source_name": "Insider Monkey", "published_at": "2026-09-08T12:53:15+00:00", "source_names": ["Insider Monkey"], "target_scope": "Twist Bioscience (TWST) Rallied as AI and Pharma Drive DNA Demand", "tone_signals": ["Operating growth"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 12.6, "sentiment_pct": 69, "evidence_basis": "archived_article", "evidence_share": 5.4, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.029722, "influence_label": "Medium", "provider_symbol": "TWST.US", "relevance_score": 1.0, "archive_provider": "archive", "event_confidence": 53, "model_confidence": 0.62, "provider_symbols": ["TWST", "TWST.ARCHIVE", "TWST.US"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 48, "published_display": "08 Sep 2026 12:53", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "5.4", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.claimdepot.com/settlements/twist-securities-settlement", "tier": "direct", "title": "Claim your share of the $17 million Twist Bioscience securities class action settlement", "topics": ["Finance", "Life Sciences"], "summary": "Investors who purchased Twist Bioscience common stock between December 20, 2018, and November 15, 2022, or in its December 2020 secondary offering, may be eligible for a cash payment from a $17 million securities class action settlement. The lawsuit alleged that Twist Bioscience made false and misleading statements about its production process, product quality, and accounting, leading to inflated stock prices and investor losses. Eligible class members must submit a claim by November 17, 2026, with the estimated average net recovery being $0.22 per affected share.", "age_days": 15.0, "is_stale": false, "provider": "alphavantage", "providers": ["alphavantage"], "sentiment": "negative", "story_key": "b30293f0577ae4797649c33702d17575b7594e98ce7890f15dcf8aaa6cdf9eb4", "event_type": "regulatory", "tier_label": "Direct company coverage", "event_label": "Regulatory and legal", "source_kind": "publisher", "source_link": "https://www.claimdepot.com/settlements/twist-securities-settlement", "source_name": "Claim Depot", "published_at": "2026-09-08T10:44:00", "source_names": ["Claim Depot"], "target_scope": "Claim your share of the $17 million Twist Bioscience securities class action settlement Investors who purchased Twist Bioscience common stock between December 20, 2018, and November 15, 2022, or in its December 2020 secondary offering, may be eligible for a cash payment from a $17 million securities class action settlement. The lawsuit alleged that Twist Bioscience made false and misleading statements about its production process, product quality, and accounting, leading to inflated stock prices and investor losses.", "tone_signals": ["Legal or regulatory risk", "Dilution risk"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 22.6, "sentiment_pct": 27, "evidence_basis": "archived_article", "evidence_share": 15.3, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.084886, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "", "event_confidence": 77, "model_confidence": 0.802, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 57, "published_display": "08 Sep 2026 10:44", "direction_included": true, "sentiment_conflict": 0.073, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "15.3", "target_provider_symbol": "TWST", "provider_directional_mass": 0.7224}, {"url": "https://news.google.com/rss/articles/CBMisAFBVV95cUxPdVlaLVkxaVU3dTloUGlJTWdOYklzYi1GeDA3TFhrdm81Zk5udHdxNTlTemVUeUNUOWd1djBzbUlGeFRUZzdhdjNod2o3X05TTVdlZXQzSUxadUtZYkxBTFU5b0loaklCN2U4czJtcG9ZUzUxdXJrQ0F6RDN1bjNodGJCVzlBakhsdnVWbXpaZU9hX096VndmRE1iM2JsbU9lc3dYa2J2QnctRVhCbGxzRA?oc=5", "tier": "direct", "title": "Twist Bioscience Stock: 6 Straight Red Days, Down 19%", "topics": [], "summary": "", "age_days": 16.2, "is_stale": false, "provider": "archive", "providers": ["archive"], "sentiment": "neutral", "story_key": "9a146a68f23f00921dfca7d324cbe9ec0c3ac006cb3da92b24cebd3c78fbf7d0", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMisAFBVV95cUxPdVlaLVkxaVU3dTloUGlJTWdOYklzYi1GeDA3TFhrdm81Zk5udHdxNTlTemVUeUNUOWd1djBzbUlGeFRUZzdhdjNod2o3X05TTVdlZXQzSUxadUtZYkxBTFU5b0loaklCN2U4czJtcG9ZUzUxdXJrQ0F6RDN1bjNodGJCVzlBakhsdnVWbXpaZU9hX096VndmRE1iM2JsbU9lc3dYa2J2QnctRVhCbGxzRA?oc=5", "source_name": "Trefis", "published_at": "2026-09-07T06:57:15+00:00", "source_names": ["Trefis"], "target_scope": "Twist Bioscience Stock: 6 Straight Red Days, Down 19%", "tone_signals": [], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 0.4, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.000197, "influence_label": "None", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "google_news", "event_confidence": 35, "model_confidence": 0.4, "provider_symbols": ["TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "07 Sep 2026 06:57", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://m.za.investing.com/news/stock-market-news/cathie-woods-ark-sees-major-stock-moves-with-robinhood-and-twist-bioscience-93CH-4455150?ampMode=1", "tier": "direct", "title": "Cathie Wood\u2019s ARK sees major stock moves with Robinhood and Twist Bioscience By Investing.com", "topics": ["Blockchain", "Financial Markets", "Life Sciences", "Technology"], "summary": "Cathie Wood's ARK ETFs made several significant trades on Friday, September 4th, 2026, increasing its stake in Robinhood Markets, Veracyte, and Intellia Therapeutics. Conversely, ARK reduced its positions in Twist Bioscience Corporation and Tempus AI. These moves reflect ARK's continued focus on technology, healthcare, and innovation.", "age_days": 18.4, "is_stale": false, "provider": "alphavantage", "providers": ["alphavantage"], "sentiment": "neutral", "story_key": "a39403bd2de2009985e9fb2e58131e56ba514bd39483213be272a8433216709c", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://m.za.investing.com/news/stock-market-news/cathie-woods-ark-sees-major-stock-moves-with-robinhood-and-twist-bioscience-93CH-4455150?ampMode=1", "source_name": "Investing.com South Africa", "published_at": "2026-09-05T00:58:38", "source_names": ["Investing.com South Africa"], "target_scope": "Cathie Wood\u2019s ARK sees major stock moves with Robinhood and Twist Bioscience By Investing.com Conversely, ARK reduced its positions in Twist Bioscience Corporation and Tempus AI.", "tone_signals": [], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 0.2, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.000144, "influence_label": "None", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "", "event_confidence": 35, "model_confidence": 0.4, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "05 Sep 2026 00:58", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST", "provider_directional_mass": 0.2062}, {"url": "https://news.google.com/rss/articles/CBMiyAFBVV95cUxQTEZqZW1ZLVFTZm9LdVV3cmdETXJtYWxFdTF3NlRRRFZJSWJ3eEZhVmN4LW55UDI0SjBITVdwZFQzMXhMWXQyUGxUeEI4S1k1VDVWbERUQmotaFh1QVQzWXprNW1DTXkycWMxYnI5OVV4NTZra0dOS2RzZUQwWklRSUp1V0hkREc1elpYSG1WdlFvSkVJNDlNQnFoenZDcUNyNjNNZzVMNklEc0o5THNobDUtNTRnc2JITHZLNkFFZkM2X3RmUVRDRQ?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) Slips 3.17% to $124.63 as Biotech Volatility Weighs on Sentiment - Volume Dry Up", "topics": [], "summary": "", "age_days": 19.2, "is_stale": false, "provider": "archive", "providers": ["archive", "google_news"], "sentiment": "neutral", "story_key": "269e72dfb98014e7216c2c5d79f7e1d1b1c6df4808d97e8fd6ab4a24bd390934", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMiyAFBVV95cUxQTEZqZW1ZLVFTZm9LdVV3cmdETXJtYWxFdTF3NlRRRFZJSWJ3eEZhVmN4LW55UDI0SjBITVdwZFQzMXhMWXQyUGxUeEI4S1k1VDVWbERUQmotaFh1QVQzWXprNW1DTXkycWMxYnI5OVV4NTZra0dOS2RzZUQwWklRSUp1V0hkREc1elpYSG1WdlFvSkVJNDlNQnFoenZDcUNyNjNNZzVMNklEc0o5THNobDUtNTRnc2JITHZLNkFFZkM2X3RmUVRDRQ?oc=5", "source_name": "careplusvn.com", "published_at": "2026-09-04T07:00:00+00:00", "source_names": ["careplusvn.com"], "target_scope": "Twist Bioscience (TWST) Slips 3.17% to $124.63 as Biotech Volatility Weighs on Sentiment - Volume Dry Up", "tone_signals": [], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 0.1, "sentiment_pct": 50, "evidence_basis": "headline_only", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 7e-05, "influence_label": "None", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "google_news", "event_confidence": 35, "model_confidence": 0.4, "provider_symbols": ["TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "04 Sep 2026 07:00", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://news.google.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?oc=5", "tier": "direct", "title": "Twist Bioscience (TWST) After Margin Gains And Big Share Price Run Looks Fully Valued", "topics": [], "summary": "", "age_days": 22.2, "is_stale": false, "provider": "google_news", "providers": ["google_news"], "sentiment": "positive", "story_key": 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"target_scope": "Twist Bioscience (TWST) After Margin Gains And Big Share Price Run Looks Fully Valued", "tone_signals": ["Positive financial language"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 4.6, "sentiment_pct": 57, "evidence_basis": "headline_only", "evidence_share": 1.0, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.00528, "influence_label": "Low", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "", "event_confidence": 53, "model_confidence": 0.461, "provider_symbols": ["TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 31, "published_display": "01 Sep 2026 07:00", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "1", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://news.google.com/rss/articles/CBMimwJBVV95cUxQRDRSUUFzSG0xMldoSGJ4NUxwcHBBVjl0eXJvX3FXaEhiUkEya0NVNTBnWGxNUTUyYmdPOTZ3NmQyQ1pURmwxYWpGLUtCMDAxMGJXNm9UQUd0b3JZVXdJTVNFbHZjakEtNldHaWU4N2E5eDdvQ3J6Y3JLQ1kxZlNWV0dqMmdVeWpzYlE4UGd0TDRwUHhzOUZiblc0dXJuTG9XQXNHQ0ZYcWZTQzhwNlBaQ0RVcl9iNHhIQm5rb1kxc1V5dWp0SUxNYm9PQ244ZDdCcV9ISF9LMXFOZUhoNV9QUUxuRDZKSlhQWnVMWkxYWUVXUTBFRFRzSzNRU25RbWw2VnQyODd3dmJOVFFBZXBfaGdfOUZtRlJQRkFB?oc=5", "tier": "direct", "title": "Twist (TWST) Results Check: EPS Comes in Below Forecast in the Latest Reading; Latest Reaction: The Market Price Moves 7.54% Higher in the Latest Session - Profit Margin Analysis", "topics": [], "summary": "", "age_days": 28.2, "is_stale": false, "provider": "archive", "providers": ["archive"], "sentiment": "negative", "story_key": "e1c3867df0beb297ba9156a7a8a40ab963b44c20f59c965b676dc957d0b464a0", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://news.google.com/rss/articles/CBMimwJBVV95cUxQRDRSUUFzSG0xMldoSGJ4NUxwcHBBVjl0eXJvX3FXaEhiUkEya0NVNTBnWGxNUTUyYmdPOTZ3NmQyQ1pURmwxYWpGLUtCMDAxMGJXNm9UQUd0b3JZVXdJTVNFbHZjakEtNldHaWU4N2E5eDdvQ3J6Y3JLQ1kxZlNWV0dqMmdVeWpzYlE4UGd0TDRwUHhzOUZiblc0dXJuTG9XQXNHQ0ZYcWZTQzhwNlBaQ0RVcl9iNHhIQm5rb1kxc1V5dWp0SUxNYm9PQ244ZDdCcV9ISF9LMXFOZUhoNV9QUUxuRDZKSlhQWnVMWkxYWUVXUTBFRFRzSzNRU25RbWw2VnQyODd3dmJOVFFBZXBfaGdfOUZtRlJQRkFB?oc=5", "source_name": "dars.gov.et", "published_at": "2026-08-26T07:00:00+00:00", "source_names": ["dars.gov.et"], "target_scope": "Twist (TWST) Results Check: EPS Comes in Below Forecast in the Latest Reading", "tone_signals": ["Missed expectations"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 2.0, "sentiment_pct": 25, "evidence_basis": "headline_only", "evidence_share": 0.8, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.004307, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "google_news", "event_confidence": 61, "model_confidence": 0.59, "provider_symbols": ["TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 51, "published_display": "26 Aug 2026 07:00", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.8", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.gurufocus.com/news/9052367/twist-bioscience-corp-twst-stock-up-75-but-gf-value-says-overvalued-gf-score-69100", "tier": "direct", "title": "Twist Bioscience Corp (TWST) Stock Up 7.5% but GF Value Says Overvalued -- GF Score: 69/100", "topics": ["Financial Markets", "Life Sciences"], "summary": "Twist Bioscience Corp (TWST) stock rose 7.5% today to $151.42, yet GuruFocus's GF Value\u2122 indicates it is 188.0% overvalued compared to its fair value of $52.58. The company shows strong growth (10/10) but struggles with profitability (3/10) and is considered highly overvalued (1/10). Notably, insiders have sold $64.5M worth of shares over the past year with no buying activity, raising concerns about future prospects.", "age_days": 28.5, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "negative", "story_key": "c190522307aeec189e0154fb4d1db6001daeae541a8afbdd54b460cb528bfe20", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://www.gurufocus.com/news/9052367/twist-bioscience-corp-twst-stock-up-75-but-gf-value-says-overvalued-gf-score-69100", "source_name": "GuruFocus", "published_at": "2026-08-25T23:47:01+00:00", "source_names": ["GuruFocus"], "target_scope": "Twist Bioscience Corp (TWST) Stock Up 7.5% but GF Value Says Overvalued -- GF Score: 69/100 Twist Bioscience Corp (TWST) stock rose 7.5% today to $151.42, yet GuruFocus's GF Value\u2122 indicates it is 188.0% overvalued compared to its fair value of $52.58.", "tone_signals": ["Negative valuation view", "Institutional or insider selling"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 0.0, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 7e-06, "influence_label": "Low", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 35, "model_confidence": 0.68, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 33, "published_display": "25 Aug 2026 23:47", "direction_included": true, "sentiment_conflict": 0.333, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "<0.1", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-5c7b473d0f06.html", "tier": "direct", "title": "Twist Bioscience (NASDAQ: TWST) COO sells shares in tax-withholding trade", "topics": ["Earnings", "Finance"], "summary": "Twist Bioscience Corp (TWST) President and COO Patrick John Finn sold 4,046 shares of common stock on August 21, 2026, for a total of $563,165. This transaction was a mandatory \"sell to cover\" to satisfy tax withholding obligations on vested Restricted Stock Units, not a discretionary trade. Following the sale, Finn directly holds 210,802 shares of TWST.", "age_days": 28.6, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "negative", "story_key": "64f729263cae38484d231b82f811bc5288c90495d33d5c6c24863717618e3fc6", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-5c7b473d0f06.html", "source_name": "Stock Titan", "published_at": "2026-08-25T19:41:02+00:00", "source_names": ["Stock Titan"], "target_scope": "Twist Bioscience (NASDAQ: TWST) COO sells shares in tax-withholding trade Twist Bioscience Corp (TWST) President and COO Patrick John Finn sold 4,046 shares of common stock on August 21, 2026, for a total of $563,165. Following the sale, Finn directly holds 210,802 shares of TWST.", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 1.9, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.6, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.003202, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "alphavantage", "event_confidence": 53, "model_confidence": 0.634, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 36, "published_display": "25 Aug 2026 19:41", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.6", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-012091c49990.html", "tier": "direct", "title": "Twist Bioscience (NASDAQ: TWST) CFO sells shares to cover taxes", "topics": ["Earnings", "Finance", "Life Sciences", "Technology"], "summary": "Twist Bioscience's CFO, Adam Laponis, sold 1,965 shares of common stock at $139.066 per share on August 21, 2026. This transaction was not a discretionary trade but rather a \"sell to cover\" action to satisfy tax withholding obligations related to the vesting of Restricted Stock Units. Following this sale, Laponis directly holds 108,633 shares of the company's common stock.", "age_days": 28.6, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "negative", "story_key": "515fdf2837811f04b0d244bae4a3542695192fb4a8981cd0071645afef71d700", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-012091c49990.html", "source_name": "Stock Titan", "published_at": "2026-08-25T19:41:02+00:00", "source_names": ["Stock Titan"], "target_scope": "Twist Bioscience (NASDAQ: TWST) CFO sells shares to cover taxes Twist Bioscience's CFO, Adam Laponis, sold 1,965 shares of common stock at $139.066 per share on August 21, 2026.", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 1.9, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.7, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.003737, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 53, "model_confidence": 0.634, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 36, "published_display": "25 Aug 2026 19:41", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.7", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-a89b97e5fb7c.html", "tier": "direct", "title": "Twist Bioscience (TWST) CEO trims stake in tax-driven sale", "topics": ["Earnings", "Economy Fiscal", "Finance", "Life Sciences"], "summary": "Twist Bioscience CEO Emily M. Leproust sold 6,639 shares of common stock on August 21, 2026, for $139.066 per share. This sale was a mandatory \"sell to cover\" transaction to fulfill tax withholding obligations on vested Restricted Stock Units, not a discretionary trade. Following the sale, Leproust directly holds 812,299 common shares, in addition to various employee stock options.", "age_days": 28.6, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "negative", "story_key": "4e02b0f39618191b1c3e9c4dd10e71459a81153f362e6b85dba912a5bfe127b7", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/form-4-twist-bioscience-corp-insider-trading-activity-a89b97e5fb7c.html", "source_name": "Stock Titan", "published_at": "2026-08-25T19:41:01+00:00", "source_names": ["Stock Titan"], "target_scope": "Twist Bioscience (TWST) CEO trims stake in tax-driven sale Twist Bioscience CEO Emily M.", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 1.9, "sentiment_pct": 40, "evidence_basis": "archived_article", "evidence_share": 0.7, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 0.003737, "influence_label": "Medium", "provider_symbol": "", "relevance_score": 1.0, "archive_provider": "alphavantage", "event_confidence": 53, "model_confidence": 0.634, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 36, "published_display": "25 Aug 2026 19:41", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0.7", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.stocktitan.net/sec-filings/TWST/144-twist-bioscience-corp-sec-filing-c3f487990c8f.html", "tier": "direct", "title": "Twist Bioscience (NASDAQ: TWST) officer sets 854-share sale tied to equity taxes", "topics": ["Finance", "Financial Markets", "Life Sciences"], "summary": "Robert F. Werner, an officer at Twist Bioscience Corp (TWST), has filed a Rule 144 notice to sell 854 shares of common stock. This proposed sale is connected to restricted stock vesting, with a portion of the proceeds intended to cover tax obligations from a vested equity award. The filing also notes several previous stock sales by Werner over the last three months.", "age_days": 29.6, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "neutral", "story_key": "f871a7910326617f4ce9afd7f327a2ac459a38ffa86c824e76dcf88398d5fb17", "event_type": "general", "tier_label": "Direct company coverage", "event_label": "Market update", "source_kind": "publisher", "source_link": "https://www.stocktitan.net/sec-filings/TWST/144-twist-bioscience-corp-sec-filing-c3f487990c8f.html", "source_name": "Stock Titan", "published_at": "2026-08-24T19:42:45+00:00", "source_names": ["Stock Titan"], "target_scope": "Twist Bioscience (NASDAQ: TWST) officer sets 854-share sale tied to equity taxes Werner, an officer at Twist Bioscience Corp (TWST), has filed a Rule 144 notice to sell 854 shares of common stock.", "tone_signals": ["Institutional or insider selling"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 0.0, "sentiment_pct": 50, "evidence_basis": "archived_article", "evidence_share": 0.0, "score_included": true, "duplicate_count": 1, "durable_archive": true, "evidence_weight": 2e-06, "influence_label": "None", "provider_symbol": "", "relevance_score": 0.78, "archive_provider": "alphavantage", "event_confidence": 35, "model_confidence": 0.526, "provider_symbols": ["TWST", "TWST.ARCHIVE"], "sentiment_origin": "stored_reclassified", "company_focus_pct": 100, "evidence_strength": 0, "published_display": "24 Aug 2026 19:42", "direction_included": false, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "0", "target_provider_symbol": "TWST.ARCHIVE", "provider_directional_mass": null}, {"url": "https://www.investing.com/news/analyst-ratings/guggenheim-reiterates-twist-bioscience-stock-rating-on-ai-drug-discovery-potential-93CH-4873297", "tier": "direct", "title": "Guggenheim reiterates Twist Bioscience stock rating on AI drug discovery potential", "topics": ["Earnings", "Life Sciences", "Technology"], "summary": "Guggenheim has reiterated a Buy rating and a $107.00 price target for Twist Bioscience (NASDAQ:TWST), citing the company's significant opportunities in AI-enabled drug discovery. Despite the stock's 409% surge over the past year and current trading near its 52-week high, InvestingPro data suggests it may be overvalued. Twist Bioscience expects triple-digit order growth in this sector for the current and next year, although short-seller Scorpion Capital has raised concerns regarding the company's role in an AI partnership with Anthropic.", "age_days": 30.0, "is_stale": false, "provider": "archive", "providers": ["alphavantage", "archive"], "sentiment": "neutral", "story_key": "ed9e51626752d77284fef4e57fd5965aee4673b86b662128fc608f1b57c92c1d", "event_type": "analyst", "tier_label": "Direct company coverage", "event_label": "Analyst action", "source_kind": "publisher", "source_link": "https://www.investing.com/news/analyst-ratings/guggenheim-reiterates-twist-bioscience-stock-rating-on-ai-drug-discovery-potential-93CH-4873297", "source_name": "Investing.com", "published_at": "2026-08-24T11:42:45+00:00", "source_names": ["Investing.com"], "target_scope": "Guggenheim reiterates Twist Bioscience stock rating on AI drug discovery potential Guggenheim has reiterated a Buy rating and a $107.00 price target for Twist Bioscience (NASDAQ:TWST), citing the company's significant opportunities in AI-enabled drug discovery. 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