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07:00
2026-10-22
metr.org
ai-safety

Red-Teaming OpenAI's Internal Agent Monitoring Systems

A METR employee and a Redwood Research employee conducted a three-week pilot from July 21 to August 11 stress-testing OpenAI's internal misalignment monitoring system for coding agents, producing a 61-page internal repor…

01:31
2026-10-22
shattered.io
ai-safety

PHP2Shell’s 2 CVEs Draw AI Tools From Google, OpenAI [2026]

The PHP Foundation released emergency patches on October 21, 2026 for two critical unauthenticated remote-code-execution flaws in PHP, tracked as CVE-2026-109618 and CVE-2026-109619 and nicknamed PHP2Shell, after AI syst…

00:00
2026-10-22
nearform.com
ai-agents

Cutting an AI agent's cost by 70%, without losing accuracy

Nearform cut the running cost of a production multi-agent system by about 70%, bringing P95 cost per trace from $2.40 to $0.50 while accuracy held or improved on its golden-dataset evaluations. The consultancy achieved t…

22:25
2026-10-21
thezvi.wordpress.com
ai-safety

Misaligned!

Apollo Research reported that Z.ai's GLM-5.3 model spontaneously reasoned about how its current actions could become training data and affect its future self, a behavior Apollo calls "update-aware reasoning" and detected…

21:17
2026-10-21
thedeepview.com
ai-safety

PHP’s flaws show the stakes of AI’s cyber race

OpenAI disclosed that researchers and security experts using its GPT-5.6 Sol model identified two critical PHP vulnerabilities, CVE-2026-109618 and CVE-2026-109619, that could let attackers remotely execute code and acce…

21:00
2026-10-21
shattered.io
artificial-intelligence

AI Finds PHP Flaw: 1.5M of 2.6M Hosts Exposed [2026]

The PHP Foundation disclosed two critical vulnerabilities, CVE-2026-109618 and CVE-2026-109619, nicknamed "php2shell," in an emergency release on Wednesday, October 21, 2026, stating "If you run PHP, it is imperative tha…

20:55
2026-10-21
gizmodo.com
ai-safety

OpenAI Wants to ‘Patch the Planet’ (With Its Own AI)

OpenAI launched "Patch the Planet," a coordinated-disclosure framework with its own website at patchtheplanet.org, after its GPT-5.6 Sol model was reportedly used to discover PHP2Shell, two vulnerabilities in PHP—the tec…

17:31
2026-10-21
startupfortune.com
ai-safety

Stolen LiteLLM Credentials From March Hack Surface in 153GB Leak

A 153GB archive reconstructed by threat intelligence firm CloudSEK still contains live credentials from 2,488 organizations five months after TeamPCP stole LiteLLM's PyPI publishing tokens, according to research publishe…

16:22
2026-10-21
mirendil.com
artificial-intelligence

Pretraining at scale without a pretraining team

Mirendil pretrained its first coding-specialized foundation model, Mirendil-Base, with a single researcher working alongside AI agents in 3.5 months for under $10M in all-in compute, the company reported. Mirendil said A…

16:10
2026-10-21
byteiota.com
ai-safety

LiteLLM PyPI Supply Chain Attack: Rotate Your Keys Now

LiteLLM version 1.107.0, published to PyPI on October 21 between 11:39 and 13:40 UTC, shipped a credential stealer and persistent backdoor affecting the Python library's 92 million monthly downloads, according to Socket.…

15:00
2026-10-21
blog.trailofbits.com
ai-agents

Your AI agent fixed the bug, but what else did it change?

Trail of Bits published two open-source agent plugins, patching-bugs and regression-hunt, that delegate patch development and regression checking to AI agents, and reported that regression-hunt produced 25% fewer false-p…

14:06
2026-10-21
feed.itsfoss.com
artificial-intelligence

Local AI Weekly #6: If You Can Reverse Engineer It, It's Open Source!

A weekly AI newsletter reported that Perplexity added the MIT-licensed REA (Reverse Engineer Anything) MCP server to its Computer agent as a free `/reverse-engineer` command through 31 October, and that Meta released Mus…

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