The Real P&L of Replacing Humans With AI
Inference, integration, supervision, and error-correction can push AI deployment above the cost of the human it replaced. New analyses put numbers on the table.
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In-depth coverage & analysis
Reporting and explainers on how AI actually works, who it affects, and what to do about it.
EU Council Quietly Revives Chat Control 1.0 Messenger Scanning
EU Council voted an identical copy of the expired April Chat Control regulation back into law via written procedure, ahead of the summer recess vote.
Why Newer Anthropic Models Are Worse at Third-Party Coding Tools
Anthropic's newest Claude models hallucinate extra fields when calling third-party tools like Pi because their post-training now mimics Claude Code's schema.
Alibaba's Elements Claw Discovers Four New Superconductors
A 1B-parameter foundation model trained on 125M crystal structures screens 2.4M compounds and laboratory-confirms four new superconductors.
Alibaba Bars Claude Code Over Backdoor Allegations
Alibaba banned Claude Code effective July 10, citing embedded backdoors. The ban lands days after Anthropic accused three Chinese labs of distilling Claude.
Pegasus Hit the EU Lawmaker Investigating Pegasus
Citizen Lab finds former PEGA committee member Stelios Kouloglou was hacked with Pegasus twice while the EU Parliament was investigating that very spyware.
AI Bills Triple, Tokens Vanish: The Enterprise Cost Crackdown
Atlassian, Adobe, Amazon, and Citi are cutting access to frontier models after monthly AI spend hit $15M. Inside the enterprise token crunch.
Anthropic Scores Jailbreak Severity. Will Other Labs Copy It?
Fable 5 ships with a four-tier classifier and a Cyber Jailbreak Severity scale from CJS-0 to CJS-4, the first concrete numbers on jailbreak risk.
Flint, Qwen3, and a Year of LLM Groupthink
A tiny Australian startup is fine-tuning a model to break ChatGPT-style groupthink. The 'Time is a river' problem is the symptom.
Proton Lumo 2.0 Tries to Be the AI Chatbot That Doesn't Watch You
Proton rebuilt its privacy-first AI assistant from scratch. Here is what zero-access encryption actually means for an LLM, and where the limits still sit.
The 'AI Coworker' Trap: Managers Catch 18% Fewer Errors
Calling an AI an 'AI employee' made 1,261 managers miss 18% more errors and push 44% more questionable work upward. The 'coworker' framing is a safety issue.
A 330 GB On-Die DRAM AI Chip Lands as a Whitepaper
PhantaField's Sophon PFG-1 whitepaper claims ~95x Nvidia HBM4 bandwidth via monolithic 3D stacking. No silicon yet. Here's why it matters anyway.
How Washington Quietly Became the Gatekeeper for Frontier AI
The U.S. government now approves who can use Anthropic Mythos 5 and OpenAI GPT-5.6. Here is what that changes for everyone outside Washington.
Grindr Is Training AI on Your Photos, Age, and Taps by Default
EFF found Grindr auto-enrolls users in AI training on profile photos, age, taps, and display names. The only button on the opt-out notice says 'Proceed.'
AI Security Roundup: Glasswing Finds 10,000 Zero-Days, Exploit Window Goes Negative
Anthropic's Mythos finds 10,000+ critical vulnerabilities but fewer than 1% get patched. Mandiant says exploits now arrive a week before fixes.
Open Source AI Wins: Five Frontier Models Ship in 30 Days
DeepSeek V4, Cohere Command A+, ZAYA1-8B, and NVIDIA Nemotron 3 mark the busiest month for open-weight AI ever.
How Three Phone Calls Killed America's AI Safety Order
Musk, Zuckerberg, and Sacks convinced Trump to scrap a voluntary AI testing framework hours before the signing ceremony.
AI Privacy Audit: Gemini Spark, Canada vs OpenAI, Bank SSN Leak
Google's always-on AI agent watches everything, Canada finds OpenAI broke privacy law, and a US bank fed customer SSNs to a chatbot.
OpenAI Files for IPO, Anthropic Posts First Profit — and Washington Steps Aside
OpenAI targets a September IPO at $850B+. Anthropic projects its first profit. Trump pulls an AI oversight order. The industry just leveled up.
Open-Weight LLM Showdown Week 16: Kimi K2.6 Storms the Rankings, Qwen 3.6 Holds the Line, and Consumer GPUs Hit a Ceiling
Three weeks away and the leaderboard reshuffled. Kimi K2.6 brings 1T parameters under open weights, Qwen 3.6 stays the consumer GPU king, and DeepSeek V4-Flash proves too hungry for single-card setups.
Karpathy Joins Anthropic: Only Two of OpenAI's 11 Founders Remain
Andrej Karpathy, OpenAI co-founder and former Tesla AI director, starts at Anthropic's pre-training team. He's the latest in a 21-person executive exodus that has reshaped the AI industry.
AI Security Roundup: One Million Exposed Services and the Teenager Problem
Intruder scanned 2 million hosts and found 1 million exposed AI services with no authentication. Plus: teenagers are using ChatGPT to hack governments, and OpenAI launches Daybreak.
Claude Mythos: The AI That Hacks Better Than Humans
Anthropic built an AI that finds zero-days autonomously. The Pentagon wants it. Anthropic said no to surveillance. Now it's a geopolitical crisis.
AI Security Roundup: OpenClaw's Nine CVEs in Four Days
OpenClaw collected nine CVEs in four days with 135,000 instances exposed. Plus: GitHub RCE, Flowise exploitation, and CrewAI trust failures.