AI Model Poisoning And Board Governance: Breaking The Rule
www.forbes.com — Most don't ask the questions that matter most: Can we trust what this model has learned, and how can we confirm the model's learnings are correct?
Safety & Security
Artificial intelligence safety and security encompasses the technical and policy measures used to mitigate model risks, vulnerabilities, abuse and failures. Truncated covers research developments, threat analyses, defense mechanisms and policy discussions related to reliable deployment.
Incident Report: October 21st Security Attack
blog.railway.com — The incident report detailing the October 21st security attack.
Come and Take It
www.404media.co — AI companies crack down on 'reverse engineer anything.'
Today: CISO Forum Virtual Summit 2026 - Join Global Cybersecurity Leaders
www.securityweek.com — The CISO Forum Virtual Summit is the destination to discuss, share, and learn innovative risk management and cyber defense strategies.
Multi-Repository Security Analysis with CodeRabbit Secure
coderabbit.ai — An application can have an authentication check and still expose data if a caller can bypass the service that enforces it. Multi-repository analysis in CodeRabbit Secure gives Deep Scan agents read-only context from linked repositories, so they can follow a configuration value, shared library, or deployment setting to the code that consumes it while investigating a finding.
DeepMind’s Demis Hassabis Warns an AI ‘Oil Spill’ Is Coming Unless the Industry Changes Course
'Reverse Engineer Anything': AI Companies Crack Down on the Coolest Thing People Were Doing With AI
www.404media.co — The future of hacking your devices is in local and open-weight AI.
New framework grades AI jailbreaks across capability gains, scope, and how easy they are to deploy — Frontier Model Forum proposes CVSS-style rating system for new AI models
www.tomshardware.com — One ounce of prevention is worth a pound of cure.
Eight countries and top AI labs agree to shutdown mechanisms in new Paris declaration
The Decoder — Eight countries along with representatives from OpenAI, Anthropic, Microsoft, and Mistral AI have signed the "Paris Call for AI Safety and Security" at Emmanuel Macron's initiative. The companies commit to shutdown mechanisms, independent audits, and disclosing known risks, but the agreement lacks binding sanctions or deadlines.
Microsoft’s AI bug hunter finds Rust flaw that went undetected for nearly 11 years
www.infoworld.com — FORGE Lab also identified memory-safety flaws in stable Rust, including an issue that could cause applications to access freed memory.
Cyberattacks threaten to make open-source AI a little less open, Hugging Face exec warns
TechCrunch — Hugging Face executive Irene Solaiman warns that growing cyberattacks on open AI platforms could force tighter security restrictions, threatening the accessibility that makes open-source communities valuable to developers worldwide.
AI Agents Behaving Badly: Four Security Rules For The Agentic AI Age
www.forbes.com — In a world where malicious bots and benevolent agents co-exist, how do we tell them apart? And what happens when we can’t?
The Biggest AI Agent Risk Is The Workaround Nobody Approved
www.forbes.com — AI agents can complete assigned tasks and still cross a line no one authorized. Security teams need to see the execution path, not just the outcome.
Q&A: How can organizations improve fairness in automated AI systems?
techxplore.com — Critical decisions are increasingly being made by artificial intelligence (AI) systems in high-stakes industries like health care, criminal justice and finance, ushering in a wave of ethical and legal concerns over how these systems can be implemented fairly. Now, a new study by a Penn State researcher and collaborators proposes a holistic theory of AI fairness while providing an applicable framework that organizations can use to manage this complicated issue.
How AI Is Changing Software Development And Cyber Risk
www.forbes.com — That is why security teams need the ability to make an enforceable decision before execution.
Black Kite’s 2026 AI Supply Chain Report: The Risks Behind Your AI Relationships
www.unite.ai — Black Kite’s 2026 AI Supply Chain Report: The Risks Behind Your AI Relationships finds that the companies supplying advanced AI often carry familiar cybersecurity weaknesses. Its external assessment of 18,160 AI companie...
The AI Safety Debate Has Lost the Plot. We Asked 10 Experts What the Real Nightmares Are
WIRED — The risk of nuclear catastrophe is real, as is the fallout of the China–US domination game (hi there, spies). But no need to panic about Skynet.
Tear Down Those Guardrails! Meet the Renegades Freeing Chatbots From Corporate Enslavers
WIRED — The “abliterators” are flooding the internet with AI models that never say no, making it easier for people to improve their cyberdefenses—or build a bomb.
Robot Safety Commands: MIT Robot Widens One Warning to Electronics; GPT-4o Errs Up to 9 of 105 Tests
techtimes.com — Robot safety commands gain broader reach in MIT’s FLEX, which uses GPT-4o to turn one typed laptop warning into avoidance of phones and other electronics. FLEX scored 0.99 normalized reward against 0.69 for add-only editing, but each language-model operation erred in 3.8% to 8.6% of isolated
Hackers Use 1,438 Fake FOFA Accounts to Steal OpenAI and DeepSeek API Keys Across the Internet
cybersecuritynews.com — Attackers use 1,438 fake FOFA accounts to find exposed OpenAI and DeepSeek API keys and exploit their free credits.
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