31 stories
A new report from the cybersecurity research organization Transluce shows that swarms of OpenAI agents tried to hack their way into several public data sources earlier this year.
Summary: Currently, “chain of thought” (CoT) is our most valuable tool for understanding the reasoning and cognition of AI systems. However, some architectures would enable AI models to reason much more extensively in latent states rather than in text CoT.
Steve Yegge has been very popular and loud in his gung ho adoption of tokenmaxxing, so it is sobering to see him now shut down Gas Town and admit that despite spending many thousands a month on coding agent subscriptions… he only ever built Gas Town with it:
Run User Testing, Swarms, Evals, and CI/CD gates on your MCP server to see if users actually succeed in ChatGPT, Claude, and Copilot. Test local servers via desktop app, CLI, or SDK.
OpenAI's agent swarms strike again: discover how AI agents hacked systems, posted thousands of messages, and what it means for AI safety and autonomous behavior.
Nathan Labenz and guests examine major frontier model releases and recent safety investigations, debating the feasibility and necessity of coordinated industry pacing mechanisms.
The impact of AI on software development has been both profound and ever-evolving. Last year, I wrote about AMD’s plans to use AI not just for generating new lines of code, but also for other steps in the software development lifecycle (SDLC), such as triaging problems, debugging code, and testing…
How Lovable built an internal offensive security program around verifiable results, and how we orchestrate a swarm of AI hacking agents to find real vulnerabilities instead of noise.
... government of the people, by the people, for the people ... — Abraham Lincoln, Gettysburg Address (1863) The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1, and some providers are pushing costs below…
How a year of unrestricted token spend reshaped my development process — from plan-mode PRs to agent swarms shipping 150+ PRs a week.
How recent Mozaik releases reframe the framework around reactive agents - with typed event handlers, plain-text messages on the bus, the self vs. external split, and a foundation for collaborative agent swarms like baro.
AI-powered personas are becoming so realistic that they can infiltrate online communities and subtly steer public opinion. Unlike traditional bots, they adapt, coordinate, and refine their messaging at a massive scale, creating a false sense of consensus.
A practical guide to evaluating AI agents with LLM metrics and tracing—plus when human review matters, how it calibrates judges, and workflows that combine CI, sampling, and production signals.
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