{"rewrite":{"id":"r_f00d88934c107f6ae747c1c8","clusterId":"c_a8dc106d1ab1c9d1c9f1d3fb","slug":"orcacyber-launches-orcac2-1-0-cyber-decision-model","model":"deepseek-v4-1-flash","headline":"OrcaCyber Launches OrcaC2 1.0 Cyber Decision Model","summary":"FlashLabs Inc. announced on November 10, 2026 that OrcaCyber, the cybersecurity team of the OrcaRouter AI inference gateway, has begun offering OrcaC2 1.0. The model is trained for blockchain security, MDR, incident response, security reasoning, and security operations. It returns machine-readable verdicts with probabilities and confidence in a single forward pass, supports image input, and carries a context window of up to 1 million tokens.","whyItMatters":"OrcaC2 1.0 is built to return a judgment rather than a chat reply, which puts the product in the triage layer where defender staffing, not detection count, is the constraint.","webCardHtml":"\u003cp\u003eOrcaC2 1.0 answers typed questions about an incident with a verdict, a probability, and a confidence score in one inference pass, and it can take screenshots and network diagrams as input. FlashLabs positions the model against the pileup of alerts that defenders cannot evaluate fast enough, with temporal awareness meant to connect events as an attack unfolds. The company reports testing on 17 benchmarks totaling 8,173 questions, with a vulnerability severity assessment score of 90.6 and 87.3% overall blockchain security accuracy. Access runs through a dedicated judgment API, POST /v1/systemone, using an OrcaRouter API key.\u003c/p\u003e","blueskyPost":"OrcaC2 1.0 returns machine-readable verdicts with probabilities and confidence in a single forward pass. For security operations, that means the model's judgment arrives as a scored output, not prose a human has to interpret.","twitterPost":"OrcaC2 1.0 returns verdicts with probabilities and confidence in one forward pass, so OrcaCyber's model outputs a scored decision rather than prose.","threadsPost":"OrcaC2 1.0 carries a 1 million token context window and returns machine-readable verdicts with probabilities and confidence in a single forward pass. OrcaCyber is aiming the model at security operations, where the output is a scored decision rather than a written summary.","newsletterBlurb":"FlashLabs announced OrcaC2 1.0, a cyber decision model from the OrcaCyber team behind the OrcaRouter inference gateway. The model returns verdicts with probability and confidence in a single forward pass instead of prose, and it accepts images such as screenshots and network diagrams. FlashLabs reports a vulnerability severity assessment score of 90.6 and 87.3% blockchain security accuracy across 17 benchmarks.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/450/4450381/?rss\",\"title\":\"OrcaRouter's Cybersecurity Team OrcaCyber Launches Cyber Decision Model \\\"OrcaC2 1.0\\\"\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":5529,"outputTokens":767,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1794360810,"createdAt":"2026-11-11T01:29:57.000Z","publishedAt":"2026-11-11T01:32:09.000Z","updatedAt":"2026-11-11T01:32:09.000Z"},"cluster":{"id":"c_a8dc106d1ab1c9d1c9f1d3fb","canonicalTitle":"OrcaRouterのサイバーセキュリティチーム、OrcaCyber、サイバー意思決定モデル「OrcaC2 1.0」の提供を開始","representativeArticleId":"a_242406f9da58515046cea44e","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"OrcaC2 1.0\"],\"studios\":[\"OrcaRouter\",\"OrcaCyber\"],\"people\":[],\"type\":\"announcement\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-11-10T10:21:02.000Z","lastSeenAt":"2026-11-10T10:21:02.000Z","updatedAt":"2026-11-11T01:32:21.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/450/4450381/?rss","title":"OrcaRouterのサイバーセキュリティチーム、OrcaCyber、サイバー意思決定モデル「OrcaC2 1.0」の提供を開始"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["OrcaC2 1.0"],"studios":["OrcaRouter","OrcaCyber"],"people":[],"type":"announcement","domain":"other","is_roundup":false},"keyFacts":["FlashLabs Inc. announced OrcaC2 1.0 on November 10, 2026.","OrcaC2 1.0 is offered by OrcaCyber, the cybersecurity team of the OrcaRouter AI inference gateway.","The model returns machine-readable verdicts with probability and confidence in a single forward pass.","OrcaC2 1.0 supports image input and a context window of up to 1 million tokens.","FlashLabs reports a vulnerability severity assessment score of 90.6 and 87.3% blockchain security accuracy across 17 benchmarks."],"pageLinks":{"healthSlugs":["orcac2-1-0","orcarouter","orcacyber"],"storySlugs":[],"entities":[{"slug":"orcac2-1-0","supported":0,"disputed":0,"contradicted":0,"unverified":2,"overall":"unverified","story_count":1,"has_dossier":false},{"slug":"orcarouter","supported":0,"disputed":0,"contradicted":0,"unverified":2,"overall":"unverified","story_count":4,"has_dossier":true},{"slug":"orcacyber","supported":0,"disputed":0,"contradicted":0,"unverified":4,"overall":"unverified","story_count":2,"has_dossier":true}],"stories":[],"entitiesOk":true,"storiesOk":true}}