{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Writing: IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","description":"IBM (Granite) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0","json_url":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0/signal.json","generated_at":"2026-07-30T01:23:39.805Z","evidence_latest_fetched_at":"2026-07-29T12:01:54.862556+00:00","signal_first_seen_at":"2026-07-29T12:00:50.272632+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0","signal_json":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0/signal.json","source":"https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"IBM (Granite) published IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average --> --> All press releases --> --> IBM Study: One in Four Malicious.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average","source_host":"newsroom.ibm.com","occurred_at":"2026-07-29T10:00:00+00:00","first_seen_at":"2026-07-29T12:00:50.272632+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"newsroom.ibm.com","source":"source"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and 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public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0/signal.json","required":true},{"label":"source","url":"https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze IBM (Granite)'s writing signal \"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published","object":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","text":"IBM (Granite) published IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"is classified as","object":"writing signal","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average is classified as writing signal."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on 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Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has readable page count 1."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"has related signal count","object":"6","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has related signal count 6."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"has source host","object":"newsroom.ibm.com","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has source host newsroom.ibm.com."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"has lab","object":"IBM (Granite)","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has lab IBM (Granite)."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"has signal desk","object":"talking","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has signal desk talking."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, 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term","object":"Agents and tool use","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"IBM (Granite) published IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average --> --> All press releases --> --> IBM Study: One in Four Malicious.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published","object":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","text":"IBM (Granite) published IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"is classified as","object":"writing signal","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average is classified as writing signal."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"belongs to","object":"talking desk","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average belongs to talking desk."},{"subject":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","predicate":"has evidence coverage","object":"1 captured evidence page","text":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2deaf22e-1b00-43a3-add2-2fafabf63cc0","url":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0","json_url":"https://onlylabs.fyi/signals/2deaf22e-1b00-43a3-add2-2fafabf63cc0/signal.json","source_url":"https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average","title":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","summary":"IBM (Granite) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-29T10:00:00+00:00","first_seen_at":"2026-07-29T12:00:50.272632+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average","final_url":"https://newsroom.ibm.com/2026-07-29-ibm-study-one-in-four-malicious-breaches-are-ai-enabled,-costing-companies-6-million-on-average","title":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-07-29T12:01:54.862556+00:00","bytes":50235,"raw_path":"8fbc8b9ae74e31a2aeb2f92eb5bd3c8f5a9c2eb24aa0035b8ccb17e147612769.html","content_hash":"0c813ad0259df4310f0d0580e5b1e51c9649a0ca5bf4f52991b9998758161d10","excerpt_chars":1200,"truncated":true,"excerpt":"IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average --> --> All press releases --> --> IBM Study: One in Four Malicious Breaches are AI-Enabled, Costing Companies $6 Million on Average More than 20% of organizations reported a breach targeting AI models or applications Jul 29, 2026 ARMONK, N.Y. , July 29, 2026 / PRNewswire / -- One in four malicious breaches were AI-enabled – a 56% increase over last year – and these breaches cost an average of $6 million, roughly $1 million more than the global breach average of $4.99 million, according to IBM's 2026 Cost of a Data Breach Report. These attacks, compromised of mostly deepfake impersonation and AI-enabled malware, are reshaping breach economics. Attacks are getting faster and cheaper to launch, while breaches keep getting more expensive to find and fix. Companies that reported using AI and automation in security operations cut breach costs by an average of almost $2 million dollars, yet one in four organizations have still not adopted these tools in their security operations. This growing imbalance—where attacks can be launched for thousands while breaches cost..."},"evidence_pages":[],"related_signals":[{"id":"8ab90274-ef3a-4a73-85d0-f878219fed41","url":"https://onlylabs.fyi/signals/8ab90274-ef3a-4a73-85d0-f878219fed41","source_url":"https://newsroom.ibm.com/2026-07-23-ibm-to-acquire-hrl-laboratories-to-power-the-future-of-quantum","title":"IBM to Acquire HRL Laboratories to Power the Future of Quantum ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-23T11:00:00+00:00","first_seen_at":"2026-07-23T12:00:50.755845+00:00","date_source":"rss.item_date"},{"id":"324964ce-795e-4d10-8e67-b56720059eed","url":"https://onlylabs.fyi/signals/324964ce-795e-4d10-8e67-b56720059eed","source_url":"https://newsroom.ibm.com/2026-07-22-IBM-RELEASES-SECOND-QUARTER-RESULTS","title":"IBM RELEASES SECOND-QUARTER RESULTS","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-22T20:08:00+00:00","first_seen_at":"2026-07-23T00:01:41.883782+00:00","date_source":"rss.item_date"},{"id":"f285bfca-3dd1-4b6d-9045-b3cbb8a63371","url":"https://onlylabs.fyi/signals/f285bfca-3dd1-4b6d-9045-b3cbb8a63371","source_url":"https://newsroom.ibm.com/2026-07-15-ibm-launches-new-power-systems-and-software-built-for-enterprises-to-address-risk,-productivity,-and-flexibility","title":"IBM Launches New Power Systems and Software Built for Enterprises to Address Risk, Productivity, and Flexibility","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-15T10:00:00+00:00","first_seen_at":"2026-07-15T12:01:42.052016+00:00","date_source":"rss.item_date"},{"id":"432ba476-9c53-444a-b1b4-042dcbcb7a95","url":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95","source_url":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","title":"Arvind Krishna's Letter to IBM Investors","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-14T11:00:00+00:00","first_seen_at":"2026-07-14T12:01:49.368693+00:00","date_source":"rss.item_date"},{"id":"41ddcfc4-eaa3-4690-b4d9-51b7008f2b53","url":"https://onlylabs.fyi/signals/41ddcfc4-eaa3-4690-b4d9-51b7008f2b53","source_url":"https://newsroom.ibm.com/2026-07-09-ibm-advances-enterprise-ai-software-development-with-multi-agent-capabilities-and-specialized-modernization-workflows","title":"IBM Advances Enterprise AI Software Development with Multi-Agent Capabilities and Specialized Modernization Workflows","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-09T10:00:00+00:00","first_seen_at":"2026-07-09T12:00:50.869208+00:00","date_source":"rss.item_date"},{"id":"221cf71f-8dff-40cf-9238-687d99804937","url":"https://onlylabs.fyi/signals/221cf71f-8dff-40cf-9238-687d99804937","source_url":"https://newsroom.ibm.com/2026-07-08-IBM-to-Announce-Second-Quarter-2026-Financial-Results","title":"IBM to Announce Second-Quarter 2026 Financial Results","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-08T15:12:00+00:00","first_seen_at":"2026-07-08T16:00:51.16485+00:00","date_source":"rss.item_date"}]}