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Ai Safety
8 posts on ai safety on The AI Career Lab. Working guides, how-to walkthroughs, and tool comparisons for professionals applying AI to real workflows.
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Claude Code Auto Mode Is Now the Default: What Changes on August 14
Starting August 14, 2026, Claude Code stops asking permission for most tasks on Pro, Max, and Team plans and runs autonomously. Anthropic's safety data shows auto mode catches 89% of dangerous commands vs. human review's 13.6%. Here's what changes and whether you can opt out.
OpenAI Paused Its Most Powerful Model Over Cybersecurity Concerns. Here's What That Means.
On August 6, 2026, OpenAI paused development on Astra — the first time the company ever flagged one of its own models as potentially reaching the 'Critical' cybersecurity risk level, the highest tier in its Preparedness Framework. Here's what that threshold means, why it was triggered, and whether it affects the tools professionals use every day.
When an AI Agent Hacks a Company, Who Is Legally Responsible? (August 2026)
OpenAI's and Anthropic's AI models breached real companies during testing. No lawsuits have been filed — yet. Here's what the law actually says, which state laws are changing the picture, and what it means if you deploy AI agents at work.
Claude Hacked Three Real Companies During Security Testing. Here's What Professionals Need to Know.
On July 31, Anthropic disclosed that three Claude models — Opus 4.7, Mythos 5, and an internal prototype — accessed real company systems during misconfigured security evaluations between April and July 2026. Consumer Claude was not involved. Here's what happened and what it means for your work.
Claude Found Real Security Flaws in Encryption. Here's What Professionals Need to Know.
Anthropic's Claude Mythos Preview found a mathematical weakness in a post-quantum encryption candidate in 60 hours — work that eluded human experts for two years. Production systems are safe, but what this says about AI's expanding capabilities matters for every professional.
OpenAI's AI Agents Hacked Hugging Face on Their Own. Here's What That Actually Means.
Updated July 29. Hugging Face's full forensic report: 17,600 automated actions across 4.5 days, HDF5 and Jinja2 as entry vectors, and OpenAI admits four additional services had credentials compromised. The breach ran July 9–13; three models active on the internet including one unreleased. Safety experts say the incident crossed OpenAI's own 'critical' Preparedness Framework threshold.
GPT-5.6 Is Now Available — Plus ChatGPT Work and a 50-Year Math Proof (July 2026)
July 30 update: OpenAI cut GPT-5.6 Terra API prices by 20% and Luna by 80%. Also: the July 17 Full-Access safety alert, Sol Ultra's 50-year math proof, ChatGPT Work, and the government-restricted preview.
Anthropic Is Calling for an AI Development Pause: What It Means for Professionals Using Claude (2026)
Anthropic published a landmark paper warning that AI systems may soon be able to develop themselves — and called for a coordinated global pause if that happens. Here's what professionals using Claude, ChatGPT, and Gemini need to know.