{"ticker": {"uuid": "9c340539-4f38-46be-8617-4a29eb36a45c", "symbol": "6683", "name": "Keystone Microtech Corporation", "exchange": "TWO", "country": "TW", "sector": "Technology", "industry": "Semiconductor Equipment & Materials"}, "charts": {"tiers": [{"count": 2, "label": "Direct company coverage"}, {"count": 0, "label": "Industry context"}, {"count": 0, "label": "Sector context"}], "events": [{"count": 1, "label": "Earnings"}, {"count": 1, "label": "Deals and strategy"}], "sources": [{"label": "finance.yahoo.com", "count": 2}]}, "insights": [{"text": "Early balanced news score", "tone": "neutral", "label": "Weighted tone", "value": "50/100"}, {"text": "1.88 effective stories after overlap and weighting.", "tone": "neutral", "label": "Evidence confidence", "value": "17/100"}, {"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": 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"direct_source_count": 1, "industry_story_count": 0, "source_concentration": 1.0, "directional_story_count": 2}, "articles": [{"url": "https://finance.yahoo.com/technology/ai/articles/form-builds-ai-testing-capacity-160300711.html", "tier": "direct", "title": "FORM Builds AI Testing Capacity Through Keystone Pact: What's Ahead?", "topics": ["Earnings", "Semiconductors", "Tech"], "summary": "FormFactor FORM recently announced an expanded partnership with Keystone Microtech, under which it is expected to strengthen FORM's ability to serve rapidly growing semiconductor-testing requirements across AI, high-performance computing, advanced packaging, memory and high-speed connectivity. FormFactor will retain responsibility for its proprietary probe-card technologies, while Keystone Microtech will provide design, assembly, testing, repair and distribution support for designated products. This complementary structure should allow FormFactor to increase manufacturing scalability without c", "age_days": 17.8, "is_stale": false, "sentiment": "positive", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/technology/ai/articles/form-builds-ai-testing-capacity-160300711.html", "source_name": "finance.yahoo.com", "published_at": "2026-07-29T16:03:00+00:00", "tone_signals": ["Strategic partnership"], "company_focus": 1.0, "freshness_pct": 8.4, "sentiment_pct": 59, "evidence_basis": "", "evidence_share": 37.3, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.014097, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 39, "published_display": "29 Jul 2026 16:03", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "37.3"}, {"url": "https://finance.yahoo.com/technology/articles/formfactor-keystone-microtech-announce-strategic-200100670.html", "tier": "direct", "title": "FormFactor and Keystone Microtech Announce Strategic Partnership Supporting Next-Generation Semiconductor Technologies", "topics": ["AI", "High Performance Computing", "Partnership", "Semiconductors"], "summary": "FormFactor, Inc. Partnership expands semiconductor probe card manufacturing and test capabilities to support advanced semiconductor applications LIVERMORE, Calif. and ZHUBEI, Taiwan, July 28, 2026 (GLOBE NEWSWIRE) -- FormFactor, Inc. (Nasdaq: FORM), a leading provider of semiconductor test and measurement technologies, and Keystone Microtech (KSMT) (TPEX: 6683), a provider of semiconductor manufacturing and test services, today announced an expansion of their strategic partnership designed to enhance manufacturing scalability, strengthen regional operational support, and accelerate the deliver", "age_days": 18.7, "is_stale": false, "sentiment": "positive", "event_type": "deals", "tier_label": "Direct company coverage", "event_label": "Deals and strategy", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/technology/articles/formfactor-keystone-microtech-announce-strategic-200100670.html", "source_name": "finance.yahoo.com", "published_at": "2026-07-28T20:01:00+00:00", "tone_signals": ["Strategic partnership"], "company_focus": 1.0, "freshness_pct": 15.7, "sentiment_pct": 59, "evidence_basis": "", "evidence_share": 62.7, "score_included": true, "duplicate_count": 1, "evidence_weight": 0.023674, "influence_label": "Medium", "event_confidence": 53, "company_focus_pct": 100, "evidence_strength": 40, "published_display": "28 Jul 2026 20:01", "direction_included": true, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "62.7"}], "by_tier": {"direct": [{"url": "https://finance.yahoo.com/technology/ai/articles/form-builds-ai-testing-capacity-160300711.html", "tier": "direct", "title": "FORM Builds AI Testing Capacity Through Keystone Pact: What's Ahead?", "topics": ["Earnings", "Semiconductors", "Tech"], "summary": "FormFactor FORM recently announced an expanded partnership with Keystone Microtech, under which it is expected to strengthen FORM's ability to serve rapidly growing semiconductor-testing requirements across AI, high-performance computing, advanced packaging, memory and high-speed connectivity. FormFactor will retain responsibility for its proprietary probe-card technologies, while Keystone Microtech will provide design, assembly, testing, repair and distribution support for designated products. This complementary structure should allow FormFactor to increase manufacturing scalability without c", "age_days": 17.8, "is_stale": false, "provider": "eodhd", "providers": ["eodhd"], "sentiment": "positive", "story_key": "eea6357ff7e53252f6098a8dcf1bdc4656666ec394c8770ac99b856968e4e474", "event_type": "earnings", "tier_label": "Direct company coverage", "event_label": "Earnings", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/technology/ai/articles/form-builds-ai-testing-capacity-160300711.html", "source_name": "finance.yahoo.com", "published_at": "2026-07-29T16:03:00+00:00", "source_names": ["finance.yahoo.com"], "target_scope": "FORM Builds AI Testing Capacity Through Keystone Pact: What's Ahead? FormFactor FORM recently announced an expanded partnership with Keystone Microtech, under which it is expected to strengthen FORM's ability to serve rapidly growing semiconductor-testing requirements across AI, high-performance computing, advanced packaging, memory and high-speed connectivity. FormFactor will retain responsibility for its proprietary probe-card technologies, while Keystone Microtech will provide design, assembly, testing, repair and distribution support for designated products.", "tone_signals": ["Strategic partnership"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 8.4, "sentiment_pct": 59, "evidence_basis": "", "evidence_share": 37.3, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.014097, "influence_label": "Medium", "provider_symbol": "6683.TWO", "relevance_score": 1.0, "archive_provider": "", "event_confidence": 53, "model_confidence": 0.601, "provider_symbols": ["6683.TWO"], "sentiment_origin": "target_heuristic", "company_focus_pct": 100, "evidence_strength": 39, "published_display": "29 Jul 2026 16:03", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "37.3", "target_provider_symbol": "6683.TWO", "provider_directional_mass": 0.171}, {"url": "https://finance.yahoo.com/technology/articles/formfactor-keystone-microtech-announce-strategic-200100670.html", "tier": "direct", "title": "FormFactor and Keystone Microtech Announce Strategic Partnership Supporting Next-Generation Semiconductor Technologies", "topics": ["AI", "High Performance Computing", "Partnership", "Semiconductors"], "summary": "FormFactor, Inc. Partnership expands semiconductor probe card manufacturing and test capabilities to support advanced semiconductor applications LIVERMORE, Calif. and ZHUBEI, Taiwan, July 28, 2026 (GLOBE NEWSWIRE) -- FormFactor, Inc. (Nasdaq: FORM), a leading provider of semiconductor test and measurement technologies, and Keystone Microtech (KSMT) (TPEX: 6683), a provider of semiconductor manufacturing and test services, today announced an expansion of their strategic partnership designed to enhance manufacturing scalability, strengthen regional operational support, and accelerate the deliver", "age_days": 18.7, "is_stale": false, "provider": "eodhd", "providers": ["eodhd"], "sentiment": "positive", "story_key": "77da3b6fee565cf24236ba79f9bbe65389047073bbcb13b922b48e3aa33ef933", "event_type": "deals", "tier_label": "Direct company coverage", "event_label": "Deals and strategy", "source_kind": "aggregator", "source_link": "https://finance.yahoo.com/technology/articles/formfactor-keystone-microtech-announce-strategic-200100670.html", "source_name": "finance.yahoo.com", "published_at": "2026-07-28T20:01:00+00:00", "source_names": ["finance.yahoo.com"], "target_scope": "FormFactor and Keystone Microtech Announce Strategic Partnership Supporting Next-Generation Semiconductor Technologies (Nasdaq: FORM), a leading provider of semiconductor test and measurement technologies, and Keystone Microtech (KSMT) (TPEX: 6683), a provider of semiconductor manufacturing and test services, today announced an expansion of their strategic partnership designed to enhance manufacturing scalability, strengthen regional operational support, and accelerate the deliver", "tone_signals": ["Strategic partnership"], "company_focus": 1.0, "cross_listing": false, "entity_mapped": true, "freshness_pct": 15.7, "sentiment_pct": 59, "evidence_basis": "", "evidence_share": 62.7, "score_included": true, "duplicate_count": 1, "durable_archive": false, "evidence_weight": 0.023674, "influence_label": "Medium", "provider_symbol": "6683.TWO", "relevance_score": 1.0, "archive_provider": "", "event_confidence": 53, "model_confidence": 0.601, "provider_symbols": ["6683.TWO"], "sentiment_origin": "target_heuristic", "company_focus_pct": 100, "evidence_strength": 40, "published_display": "28 Jul 2026 20:01", "direction_included": true, "sentiment_conflict": 0.0, "company_focus_label": "Main company", "source_link_is_lookup": false, "evidence_share_display": "62.7", "target_provider_symbol": "6683.TWO", "provider_directional_mass": 0.144}], "industry": [], "sector": []}, "detail_intelligence": {"headline": "Early balanced news score", "summary": "2 company-specific stories are available, but there are not yet enough fresh stories from separate publishers for a firm reading.", "status": "provisional", "metrics": [{"label": "News score", "value": 50, "display": "50", "tone": "neutral", "note": "Early balanced news score"}, {"label": "Confidence", "value": 17, "display": "17", "tone": "negative", "note": "thin evidence"}, {"label": "Company news", "value": 100, "display": "100%", "tone": "positive", "note": "2 company stories"}, {"label": "Story agreement", "value": 100, "display": "100", "tone": 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"neutral", "x": 105.2, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-21", "label": "21 Jul", "count": 0, "score": null, "tone": "neutral", "x": 136.8, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-22", "label": "22 Jul", "count": 0, "score": null, "tone": "neutral", "x": 168.3, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-23", "label": "23 Jul", "count": 0, "score": null, "tone": "neutral", "x": 199.9, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-24", "label": "24 Jul", "count": 0, "score": null, "tone": "neutral", "x": 231.5, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-25", "label": "25 Jul", "count": 0, "score": null, "tone": "neutral", "x": 263.1, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-26", "label": "26 Jul", "count": 0, "score": null, "tone": "neutral", "x": 294.7, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-27", "label": "27 Jul", "count": 0, "score": null, "tone": "neutral", "x": 326.3, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-28", "label": "28 Jul", "count": 1, "score": 59, "tone": "positive", "x": 357.9, "y": 118.6, "volume_height": 52.0, "volume_y": 214.0}, {"date": "2026-07-29", "label": "29 Jul", "count": 1, "score": 59, "tone": "positive", "x": 389.4, "y": 118.6, "volume_height": 52.0, "volume_y": 214.0}, {"date": "2026-07-30", "label": "30 Jul", "count": 0, "score": null, "tone": "neutral", "x": 421.0, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-07-31", "label": "31 Jul", "count": 0, "score": null, "tone": "neutral", "x": 452.6, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-01", "label": "01 Aug", "count": 0, "score": null, "tone": "neutral", "x": 484.2, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-02", "label": "02 Aug", "count": 0, "score": null, "tone": "neutral", "x": 515.8, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-03", "label": "03 Aug", "count": 0, "score": null, "tone": "neutral", "x": 547.4, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-04", "label": "04 Aug", "count": 0, "score": null, "tone": "neutral", "x": 579.0, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-05", "label": "05 Aug", "count": 0, "score": null, "tone": "neutral", "x": 610.6, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-06", "label": "06 Aug", "count": 0, "score": null, "tone": "neutral", "x": 642.1, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-07", "label": "07 Aug", "count": 0, "score": null, "tone": "neutral", "x": 673.7, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-08", "label": "08 Aug", "count": 0, "score": null, "tone": "neutral", "x": 705.3, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-09", "label": "09 Aug", "count": 0, "score": null, "tone": "neutral", "x": 736.9, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-10", "label": "10 Aug", "count": 0, "score": null, "tone": "neutral", "x": 768.5, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-11", "label": "11 Aug", "count": 0, "score": null, "tone": "neutral", "x": 800.1, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-12", "label": "12 Aug", "count": 0, "score": null, "tone": "neutral", "x": 831.7, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-13", "label": "13 Aug", "count": 0, "score": null, "tone": "neutral", "x": 863.2, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-14", "label": "14 Aug", "count": 0, "score": null, "tone": "neutral", "x": 894.8, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-15", "label": "15 Aug", "count": 0, "score": null, "tone": "neutral", "x": 926.4, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}, {"date": "2026-08-16", "label": "16 Aug", "count": 0, "score": null, "tone": "neutral", "x": 958.0, "y": 135.0, "volume_height": 0.0, "volume_y": 266.0}], "timeline_points": "357.9,118.6 389.4,118.6", "timeline_has_signal": true, "timeline_start": "18 Jul", "timeline_mid": "02 Aug", "timeline_end": "16 Aug", "momentum": {"label": "Cooling", "tone": "neutral", "recent_score": null, "prior_score": null, "delta": null, "recent_count": 0, "prior_count": 0, "volume_delta": 0, "reliable": false, "reliability_note": "Thin comparison; direction is not yet confirmed"}, "early_change": {"label": "No new story in 24 hours", "tone": "neutral", "latest_score": null, "baseline_score": null, "delta": null, "latest_count": 0, "baseline_count": 0, "confirmed": false, "note": "A comparison needs current and earlier-week company news"}, "freshness_buckets": [{"label": "Last 24 hours", "count": 0, "share": 0}, {"label": "1 to 3 days", "count": 0, "share": 0}, {"label": "4 to 7 days", "count": 0, "share": 0}, {"label": "8 to 14 days", "count": 0, "share": 0}, {"label": "15 to 21 days", "count": 2, "share": 100}, {"label": "22 to 30 days", "count": 0, "share": 0}], "source_profile": [{"label": "finance.yahoo.com", "count": 2, "share": 100, "score": 59, "tone": "positive"}], "event_profile": [{"label": "Earnings", "count": 1, "share": 50, "score": 59, "tone": "positive"}, {"label": "Deals and strategy", "count": 1, "share": 50, "score": 59, "tone": "positive"}], "topics": [{"label": "Semiconductors", "count": 2, "share": 100}, {"label": "Tech", "count": 1, "share": 50}, {"label": "Partnership", "count": 1, "share": 50}, {"label": "High Performance Computing", "count": 1, "share": 50}, {"label": "Earnings", "count": 1, "share": 50}, {"label": "AI", "count": 1, "share": 50}], "supporting": [{"label": "Direct evidence", "text": "2 current stories are mapped specifically to 6683."}], "tempering": [{"label": "Source 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