CodeRabbit says Codex helped it ship 20 times more software
Its CEO estimates GPT-6 Astra caught about half the issues in CodeRabbit's internal review benchmark.
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Its CEO estimates GPT-6 Astra caught about half the issues in CodeRabbit's internal review benchmark.
OpenAI reports 48.5% on ExploitGym, up from 32.1%, and 99.93% in-scope behavior without the deployment prompt.
OpenAI's Daybreak Red cybersecurity model is now available in AWS GovCloud for government teams.
OpenAI says critical bug-bounty rewards more than quadrupled and pledges $1 billion in subsidized Daybreak access over six months.

Daybreak has developed 661 tested patches, of which maintainers accepted 458, and OpenAI urges quality and coordinated disclosure.
The company says analyst work that took hours now takes minutes and is building agentic network security that needs human approval.

The early-access service proposes code patches and custom WAF rules after customers authorize code review.

SentinelOne says OpenAI Daybreak produces human-level malware reverse engineering in about eight hours.

Third Moment runs 10,000 agents for up to 48 hours using OpenAI GPT-6 models and Codex.

Block reports using OpenAI Daybreak to speed alert triage, investigations, and vulnerability patching.

Sophos says OpenAI Daybreak agents cut average MDR case handling from 38 minutes to 89 seconds.

OpenAI’s Daybreak program will give Ukraine cyber AI models and over $1 billion in subsidized tokens to defend critical infrastructure.

OpenAI will give Ukraine Daybreak access to find and fix vulnerabilities in civilian infrastructure.

OpenAI and GSA agreed to provide ChatGPT to federal, state, local, and tribal governments with $0 licenses, 50% off usage, and cyber-defense access.

Proofpoint launched its SOC Analyst Agent in private preview, using OpenAI Daybreak models to automate security investigations with human-controlled remediation, GA expected end of Q3 2026.

OpenAI pledges $1 billion in subsidized Daybreak cyber models and training for water utilities, grid operators, and other critical-infrastructure defenders.

OpenAI pledged $1bn to subsidize Daybreak cybersecurity model access for water, power, banking, government and nonprofit defenders, starting in the US with an MS-ISAC pilot.

OpenAI committed $1 billion to subsidize Daybreak cyber model access, training, and support for water, grid, government, banking, nonprofit, and open-source defenders.
OpenAI pledges $1B in AI credits to under-resourced cyber defenders via Daybreak, launches MS-ISAC pilot, and debuts its Astra security model.

OpenAI commits $1 billion to Daybreak for Frontline Defenders, subsidizing frontier cyber AI access and training for small utilities, governments, and critical infrastructure operators.

Cloudflare launches invitation-only Vulnerability Discovery and Remediation within Managed Defense, using OpenAI Daybreak models and WAF context to prioritize and patch vulnerabilities.
OpenAI committed $1 billion through Daybreak for Frontline Defenders to expand frontier cyber AI, training, and support for essential services.

Proofpoint launched its SOC Analyst Agent, an agentic investigation tool powered by OpenAI Daybreak models, now in private preview with Q3 GA planned.

OpenAI released GPT-5.6-Cyber for vulnerability research and pentesting via Daybreak Red, completing 95% of advanced cyber task evaluations.
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