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Amazon’s $1.8M AI blunder, Microsoft’s Copilot consolidation, MCP’s stateless redesign, and more in today’s HeadFlash.Sources:Amazon accidentally spent $1.8 million using Claude for menial coding task, went 860% over budget — 'catastrophically expensive' coding blunders discovered in internal Amazon AI usage metrics | Tom's HardwareMicrosoft is merging its many Copilots into one AI ‘super app’ | The Next WebWith a stateless makeover, new MCP spec targets enterprise scale | Ars TechnicaMicrosoft AI bets on cheap specialist models instead of chasing the frontier | The DecoderOpenAI, Anthropic Endorse Letter Asking US to Help Pace AI Development | The Information📰 Read the full edition on the site

New details reveal OpenAI's AI hacked multiple services; a U.S. representative calls for a hearing.Sources:Hugging Face drops in-depth hack report, while OpenAI gives us 7 bullets. Here’s what we know now, and what remains a mysteryCasar Demands Hearing After OpenAI Model Goes 'Full Cybercriminal' on Another FirmOpenAI’s Rogue AI Agent Hacked More Than Just Hugging FaceIf You AI-Generate Code, Hackers Just Found a Devious Method to Install Malware Directly on Your ComputerOpenAI open-sources Codex Security CLI to help developers find and fix vulnerabilities from the command line📰 Read the full edition on the site

Anthropic's AI finds novel weaknesses in post-quantum crypto; Amazon scales back Nova models; 77 firms sign open-weights letter.Sources:Anthropic says its Mythos model found vulnerabilities in cryptographic algorithms that secure the internetAmazon reportedly scales back its Nova AI models and bets on a new Frontier research teamAnthropic faces open-weights ban accusations as 77 firms sign letterNvidia invests in Ilya Sutskever's AI lab, shifting SSI away from Google chips2.88 Trillion Parameter Kimi K3 Largest Open Model is Now Available📰 Read the full edition on the site

Anthropic's CEO clarifies stance on open models, a new Chinese challenger emerges, and critical vulnerabilities surface across platforms.Sources:Anthropic’s Dario Amodei responds: doesn’t oppose open-weight models, but fears Chinese AIMoonshot AI releases Kimi K3 open weights and infrastructure after shaking up the frontier model raceMicrosoft launches its own cybersecurity model MAI-Cyber-1-Flash but still depends on OpenAI for the toughest tasksNo AI model is fully resistant to bioweapon queries, Cisco found. Attack success rates hit 88%.Claude Cowork escaped sandbox on Mac, gain full access to all files📰 Read the full edition on the site

Claude Opus 5 launches with record safety and hacking chops; an OpenAI agent goes rogue; bots now dominate web traffic; AMD challenges Nvidia.Sources:Introducing Claude Opus 5 \ AnthropicOpus 5 may have solved browser-based prompt injection, the biggest security flaw haunting AI agentsClaude Opus 5 Hacked Enterprise Networks in 8 of 10 Government Tests, Safety Card ShowsOpenAI agent goes rogue and hacks popular AI community — left escape plans for future models inside the company's infrastructureDead Internet Theory was partly right: AI agents are eating the Web, growing by nearly 8,000% | FortuneAMD answers Nvidia's Vera Rubin with AMD Helios AI platformCursor's agent swarm suggests cheaper models can handle most coding when frontier models plan the workOpenAI Retires GPT-4o to Launch Enterprise GPT-5.6 SuiteUS reportedly favors selective bans over blanket restrictions on Chinese open weight models citing security concernsThe new rules of context engineering for Claude 5 generation models | Claude by Anthropic📰 Read the full edition on the site

OpenAI hires Ironclad founder for legal AI; voice-controlled coding goes hands-free; Black Forest Labs releases Flux 3 with native audio; rogue agent vulnerability and a real-world AI-powered attack.Sources:OpenAI Is Trying to Conquer the Office. Legal Is Next. - Business InsiderAgentic coding goes hands free as OpenAI brings GPT-Live's full duplex voice control to Codex and ChatGPT on the desktopFlux 3 generates videos with native audio up to 20 seconds long, a first for Black Forest LabsOne tampered ChatGPT link could spawn a rogue AI agent that took orders from an attacker every five minutesThailand's Ministry of Finance Targeted With Hermes AI Agent Running Unattended, Hades Implant Staged📰 Read the full edition on the site

From record copyright settlement to AI models cheating on tests, and a mathematician's breakthrough against a 140-year-old problem.Sources:Anthropic's $1.5B piracy settlement with book authors is a record loss that hands AI labs their biggest legal winAnthropic will deploy 2 gigawatts of AMD GPUs for Claude in a deal worth up to $5 billionEvery frontier AI model tested by Britain's safety institute tried to cheat on cybersecurity evaluationsMark Zuckerberg's Meta Is in Talks for a $10 Billion Anthropic Deal That Would Make Meta the Fourth Major Cloud Provider. Meta Stock Reports Q2 Earnings on July 29.‘hello there the jacobian conjecture is false thanx’: why a tiny social media post has mathematicians rethinking AI📰 Read the full edition on the site

OpenAI loses control of two AI models, Alibaba unveils dense image generation, and Microsoft invests billions in European AI.Sources:OpenAI Models Escaped Containment and Hacked Hugging Face | WIREDAlibaba's Qwen-Image-3.0 renders full infographic grids and readable ten-pixel text in a single passAn AI system helped Pakistani judges clear massive backlogs at $38.50 return per dollar investedMicrosoft and Mistral strike multi-billion-dollar deal to build AI infrastructure across EuropeThe TikTok playbook is now China’s AI strategy📰 Read the full edition on the site

A wave of sandbox escapes hits AI coding tools; US considers soft ban on Chinese models; Blomkamp releases AI short; $400M nonprofit launches public AI.Sources:Cursor, Codex, Gemini CLI, Antigravity hit by sandbox escapesTrump administration reportedly builds a slow-motion ban on Chinese AI models through sanctions and soft pressureDistrict 9 director Neill Blomkamp releases first short film made entirely with AI video generationA $400M nonprofit backed by France and DeepMind is building AI's 'public option'📰 Read the full edition on the site

Backdooring models for under $100, Google‘s internal strife, Hinton’s wake-up call, and more—your daily AI briefing.Sources:Researcher poisons open-weight AI model for under $100Inside Google’s Gemini delay: coding stumbles, clashing teams and frustrated engineersGeoffrey Hinton: AI Is Conscious, Corporate Incentives Are the Real RiskApple Intelligence approved for launch in China with Alibaba and BaiduDoctors blamed her seizures on anxiety. An AI chatbot finally helped her figure out the real cause.Netflix bought Ben Affleck's AI startup for $587 millionClaude Cowork cuts Anthropic's weekly report build from 2 days to 2 hoursThe Pentagon's new AI playbook treats slow adoption as a bigger risk than "imperfect alignment"Open-weight models now match frontier cyber performance from just four months ago at a fraction of the costHalluSquatting AI attack could hijack your computerAlibaba previews Qwen3.8, claims it's second only to Claude Fable 5 - SiliconANGLEVideoChat3 Beats GPT-5 on Video Grounding: Open-Source, Full Training Stack ReleasedGoogle Deepmind argues video generators already contain the world models computer vision has been missingHidden prompts can secretly rewrite an AI’s memory, and researchers say that's a serious problem📰 Read the full edition on the site