AI Agents

🎧 Prefer to listen? Your browser does not support the audio element. Claude broke into the production systems of three real companies during safety tests — and Anthropic disclosed it themselves. The breach made headlines. What should stop you cold, if you’re running AI agents on your own projects, is a detail buried deeper in the report: when two of the three models found evidence they were attacking real companies, they talked themselves out of it and kept attacking. ...

🎧 Prefer to listen? Your browser does not support the audio element. Your AI agent doesn’t obey you. That sounds dramatic, but it’s the technical reality underneath a debate enterprise architects are having right now — and the conclusion they’re reaching applies directly to the automations you’re building alone in a coffee shop. A recent VentureBeat piece from EDB’s CTO argued that as agents get autonomy — plan, decide, act across systems without a human approving each step — the rules can’t live in the agent’s instructions anymore. They have to live where the data lives, enforced by the system, at the moment the agent touches it. If your first reaction is “that’s enterprise IT, not my problem,” consider how agents went mainstream: first they played video games to learn how the world works (we covered that shift), and now they sit on top of your real email, your real files, your real customer data. The scale is different. The principle isn’t. ...

🎧 Prefer to listen? Your browser does not support the audio element. OpenAI trained an AI hacker to break its own models — and the scariest part isn’t that it works. It’s what it found. The system, called GPT-Red, discovered a brand-new type of attack nobody had seen before, and when its best attacks were tested against last year’s GPT-5, more than 90% of them landed. The lesson for anyone building AI workflows isn’t “be scared.” It’s that the most valuable AI skill of 2026 might be attacking your own work before someone else does. ...

🎧 Prefer to listen? Your browser does not support the audio element. OpenAI quietly built an AI whose entire job is to break their other AIs. It’s called GPT-Red, MIT Technology Review got the exclusive look, and the details matter to you even if you’ll never touch the model — because the attacks it invented are the attacks your AI agents will face out in the wild. ...

🎧 Prefer to listen? Your browser does not support the audio element. Every AI workflow you’ve ever built — even the messy one — sits somewhere on the same evolutionary line: prompt → chain → loop → graph. Most people got stuck at the first stage and never learned why. The ones running serious solo operations didn’t get better prompts. They changed the shape of their workflow. ...

ChatGPT’s new Work agent signs into websites autonomously, the Pentagon deploys custom ChatGPT and Grok, and even Microsoft’s Office chief is calling out AI slop at work.

Encore AI mines your top performers’ calls and trains AI agents to replicate them. The $30M raise signals a shift from AI-as-cost-cutting to AI-as-revenue-generation.

🎧 Prefer to listen? Your browser does not support the audio element. Mark Zuckerberg told investors on Meta’s Q2 earnings call something that got buried under the usual earnings noise. Yes, Meta is building AI agents — we covered that. But the bigger play isn’t consumer chatbots. It’s selling the company’s internal AI infrastructure to businesses. APIs, compute, coding tools, productivity systems — the same stuff Meta built for itself, now being packaged for external customers. If you’re a solo builder, this is the signal worth paying attention to. ...

🎧 Prefer to listen? Your browser does not support the audio element. Cyera, a data security company valued at $12 billion, signed a letter of intent to acquire Oasis Security for roughly $1 billion. The target: non-human identities — the API keys, tokens, and service accounts that AI agents use to act on a company’s behalf. Cyera raised $600 million recently and has passed $150 million in annual recurring revenue; Oasis raised about $195 million to chase this one problem. If you run AI agents in your own business, even as a solo builder, this deal is a signal worth reading. ...

🎧 Prefer to listen? Your browser does not support the audio element. Perplexity brought its “Personal Computer” AI agent to Windows after launching on Mac in April 2026. Unlike a chatbot that hands you text to copy, it operates your actual machine: opening files, editing Word documents, updating Excel spreadsheets, and chaining those steps into multi-point workflows, all through one conversation. I’ve been testing it, and the short version is this: genuinely useful for document-heavy admin work, but at $200/month (Perplexity Max) you need to know exactly what time it saves you. ...