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{"created_at":"2026-04-08T08:32:19.428540+00:00","dedupe_key":"signal_enriched:discovery_crypto_extremes_delta:9257b0b22fb7ea2e","evidence_event_ids":["evt_cea856b05510"],"signal_type":"discovery_crypto_extremes_delta","source":"discovery_ingestor","value":{"aggregator_url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/","as_of":"2026-04-08T08:32:19.428540+00:00","canonical_url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/","enrichment":{"aggregator_url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/","article_chars":3729,"article_truncated":false,"blocked_reason":null,"candidate_id":"sc_fee6b219ae42fc3e","canonical_host":"news.bitcoin.com","canonical_is_aggregator":false,"canonical_url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/","content_type":"text/html; charset=utf-8","enriched_at":"2026-04-08T08:33:33.711170+00:00","extraction_method":"heuristic","fetched_description":"Web3 security provider Certik launches its AI Auditor to the public, boasting an 88.6% accuracy rate in Web3 security tests.","fetched_title":"Web3 Security Provider Certik Opens AI Auditing Tool Access to Global Developers \u2013 Technology Bitcoin News","final_url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/","html_truncated":true,"paywall_likely":false,"publisher_domain":"news.bitcoin.com","publisher_resolution":"canonical_url","requested_url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/","source_event_id":"evt_cea856b05510","source_quality":"high","status_code":200,"version":"signal_enrichment_v2"},"fp":"bdea043c3a576e29","kind":"crypto_extremes","published_at":"2026-04-08T08:30:32+00:00","publisher_domain":"news.bitcoin.com","signal_understanding":{"analysis_basis":"article","claim_confidence":0.78,"dates_mentioned":["Apr 8, 2026","April 7, 2026","Tuesday, April 7"],"entities":[{"asset_class":"other","name":"Certik","relevance":"high","symbol":"","type":"company"},{"asset_class":"other","name":"Ronghui Gu","relevance":"medium","symbol":"","type":"person"},{"asset_class":"other","name":"Multiscanner Framework","relevance":"medium","symbol":"","type":"technology/framework"},{"asset_class":"other","name":"Dynamic Knowledge Base","relevance":"medium","symbol":"","type":"technology/system"},{"asset_class":"other","name":"Chainalysis","relevance":"low","symbol":"","type":"company"}],"event_type":"other","information_gaps":["The article does not specify where/how developers access the AI Auditor (e.g., website, API, pricing, or availability details).","The article does not define \u201cexact hit rate\u201d or the evaluation methodology for the 88.6% figure.","No details are provided on the nature of the 35 incidents (categories, severity, or selection criteria).","The article does not provide quantitative metrics beyond the 88.6% hit rate (e.g., false positive rate, latency, coverage).","The article does not clarify what \u201copen-source integrations for AI coding agents\u201d specifically include.","No technical documentation or links are included in the provided text for the Multiscanner Framework, proprietary processing tool, or Dynamic Knowledge Base.","The Chainalysis mention is incomplete in the provided text (no dates beyond \u201cthis week\u201d and no specifics on capabilities)."],"key_facts":["Certik transitioned its AI auditor from an internal tool to a public-facing solution (stated as officially transitioned on April 7, 2026; article published Apr 8, 2026).","Certik stated the AI Auditor achieved an 88.6% exact hit rate in backtests against 35 major Web3 security incidents this year.","Certik said the system minimizes \u201cnoise\u201d/false positives that often affect automated tools.","The article attributes the low-noise capability to a layered architecture starting with the Multiscanner Framework that runs specialized scanners in parallel.","The article says findings are processed by a proprietary tool that performs multi-round deduplication and evaluates alerts for semantic validity and exploitability.","The article says the system uses a Dynamic Knowledge Base with a live feed of real-world exploits and emerging attack patterns for current threat intelligence at inference time.","Certik\u2019s stated goal is to move from reactive auditing to proactive \u201calways-on\u201d defense and to enable human experts to focus on complex protocol-level risks.","The article says Certik will next scale its modular AI architecture across DeFi and high-compliance institutional environments.","The article includes a separate mention that Chainalysis launched blockchain intelligence agents to counter criminal use of AI in crypto (details not provided beyond the mention)."],"numeric_claims":[{"label":"hit_rate_percent","value":"88.6%"},{"label":"incidents_tested","value":"35"}],"primary_claim":"Certik transitioned its AI Auditor from an internal tool to a public-facing solution and reported an 88.6% exact hit rate in backtests against 35 security incidents.","relevance_score":0.62,"sentiment":"positive","source_quality":"high","summary":"Certik launched its AI Auditor as a public-facing tool for global developers, shifting from internal auditing to proactive, always-on defense. The company claims the system achieved an 88.6% exact hit rate in backtests against 35 Web3 security incidents and will expand its modular AI architecture into DeFi and institutional environments.","topics":["Web3 security","AI auditing","vulnerability detection","false positives/noise reduction","always-on defense","open-source integrations","DeFi","institutional compliance","threat intelligence"]},"source":"Bitcoin.com News","source_domain":"news.bitcoin.com","summary":"Web3 security firm Certik transitioned its proprietary artificial intelligence auditor from an internal tool to a public-facing solution. Key Takeaways: Certik launched its AI Auditor, a tool which has achieved an 88.6% hit rate in tests against 35 security incidents. Ronghui Gu says the tool shifts the Web3 industry toward high-signal, always-on defense for 2026 [\u2026]","tickers":[],"title":"Web3 Security Provider Certik Opens AI Auditing Tool Access to Global Developers","url":"https://news.bitcoin.com/web3-security-provider-certik-opens-ai-auditing-tool-access-to-global-developers/"}}

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event_store.db — events

Update row 5447 in events