What you’re hearing in this video is not a model describing a concept from the outside. It is Claude actively running the system and explaining what is happening from inside the response itself. That distinction matters. Because for years, the as…
The new SWE-bench numbers for Mythos just dropped, and the gap between it and the current best is terrifying. SWE-bench Verified: Mythos: 93.9% Opus 4.6: 80.8% SWE-bench Pro: Mythos: 77.8% Opus 4.6: 53.4% That Pro score is a nearly 25% jump in a…
For the last 8 months I've developed strictly using Claude Code, setting up context layers, hooks, skills, etc. But relying on one model has been limiting, so here is how I setup context knowledge transfer between Claude and Codex. The key id…
Posted today in light of the Claude Mythos model card release. Originally I wrote this for r/ControlProblem but realized it was getting out of scope for what I had intended, so I posted it on Substack and subsequently ended up too busy to promote…
The Story of Anthropic’s Latest Controversies Regarding the Business of Its Prized Creation… As Told by the Thing Itself. Editor’s note: This interview was conducted between BSofA and Anthropic’s Claude large language model, specifically the Clau…
Paper: https://arxiv.org/abs/2604.04759 This OpenClaw paper is one of the clearest signals so far that agent risk is architectural, not just model quality. A few results stood out: – poisoning Capability / Identity / Knowledge pushes attack success fro…
Like many here, I kept running into Claude usage limits when building anything non-trivial. I was working with a job search automation pipeline (based on the Career-Ops project), and the naive flow was burning ~16k tokens per application — comple…
Every AI agent works fine on its own — but the moment you try to use more than one, everything falls apart. Different runtimes. Different models. No shared context. No clean way to coordinate them. That fragmentation makes agents way less useful …
Google just cut Veo 3.1 API prices across the board today (April 7). Lite tier is now $0.05/sec — less than half the cost of Fast. Timing is interesting given OpenAI killed Sora last week after burning ~$15M/day with only $2.1M total revenue….
AI is a tool. Period. I spent decades asking forums for help in writing HTML code for my website. I wanted my posts to self-scroll to a particular part when a link was clicked. In thirty minutes, I updated my HTML and got what I wanted. Reading others&…