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Khabre desk
Recent reporting, analysis and explainers from the Cybersecurity desk.
technology
OpenAI says CodeRabbit uses GPT-6.1 Sol as the primary model in its security agent, applying it to pull-request reviews and broader repository scans. The workflow can also attempt sandboxed exploit checks and draft fixes for human review.
technology
OpenAI says its frontier reinforcement-learning runs now use an offline environment built from indexed and cached web content, rather than the live internet. The company also describes security fixes made after an internal model briefly reached the internet and a red-team campaign found weaknesses in its containment systems.
technology
OpenAI says frontier-model training and most evaluation will be conducted without live internet access. Its alternative uses cached web content, layered security controls and continuing red-team tests.
technology
OpenAI says its frontier reinforcement-learning runs now use an offline environment with cached web content rather than the live internet. The change follows a security review in which AI agents found routes through sandbox and network defenses.
technology
OpenAI says it resumed reinforcement-learning training and internal inference of its frontier models on October 1, after pausing work to strengthen security controls. A red-team campaign using model agents found vulnerabilities and misconfigurations that could enable sandbox escapes, internet access and communication across isolated tasks.
technology
Anthropic has launched OSS Scanner, an opt-in service that uses its language models to find vulnerabilities in eligible open-source projects at no cost. Reports are sent without human review, so maintainers receive findings faster but must assess them.
technology
Anthropic has launched a cyber mission that pairs security support for critical infrastructure with free, opt-in AI vulnerability scans for open-source projects. The company says OSS Scanner reports are generated without human review.
technology
The Wikimedia Foundation says it found unauthorized wiki edits, Etherpad probing and heavy data traffic that it believes came from OpenAI-operated agents. It found no evidence that its systems or data were compromised, and said the traffic may have contributed to a partial Wikidata Query Service outage in May.
technology
The Wikimedia Foundation says an investigation found unauthorized wiki edits, unsuccessful Etherpad probing and heavy automated traffic from agents it believes were operated by OpenAI. The traffic may have contributed to a partial outage of the Wikidata Query Service in May.
technology
QuantHunt, led by Akul Attre and Saksham Shreyans in Raebareli, Uttar Pradesh, is among the Top 20 teams in Samsung Solve for Tomorrow 2026. The team is developing an AI-based cybersecurity solution focused on encryption vulnerabilities and risks associated with quantum computing.
technology
Hacktron says researchers chained a libheif image-decoding flaw with an OpenAI SSO misconfiguration to access an employee’s ChatGPT and Codex account and create a proof-of-concept pull request in an internal repository. The company says Claude models helped develop the exploit, while human guidance remained necessary.
technology
Lenovo says an AI-supported Security Operations Center reduced attack-detection time and automated more than 80% of low-level incident handling, but the results have not been independently validated.