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327 articles
Prime Agent was rewritten by its own swarm: more than 2,000 agents moved it from TypeScript to Rust in two weeks. Here is how the orchestration and guardrails worked.
A wave of open-source projects is pulling apart the old bundle of model, harness, and hosting. The pitch is simple and durable: the intelligence you rent and the machine you run it on should be separate decisions.
A language model made of three-valued weights sounds like a gimmick until it runs on a CPU. BitNet keeps returning to GitHub's trending charts because it questions an assumption the whole field runs on.
Article 50 transparency rules have applied since August 2026, with a machine-readable deadline and fines to match. The catch: the label is often baked in at generation time, and it is easy to strip later.
Agents do not get smarter over a long session, they get dumber, because their context fills with build logs and directory listings. The fixes climbing GitHub's trending list are unglamorous and overdue.
Every Veo endpoint on the Gemini API shuts down on October 22, and there is no older version to pin. The replacement changes the bill, and the cheapest tier gets hit the hardest.
AirLLM's README reads like a typo: a 2.8 trillion parameter model on a single 4GB card. The trick is not shrinking the model. It is refusing to hold the whole thing in memory at once.
Muse Image searches, plans, writes code, and checks its own work before rendering. The interesting shift is not the pictures. It is how much of the work around the picture the model can now do.
The same 50,000 product images a month can cost $840 or $10,550 depending on the model. A pricing breakdown shows why the leaderboard is not the bill, and why retries matter more than unit price.
In October the coding-agent fight moved from models to extensions. Mods, plugins, skills, and coordinator agents all point at the same idea: the hard part of autonomy is infrastructure, not intelligence.
Full VM sandboxes give each agent a disposable computer. It is plumbing, and it decides whether agents get trusted with real permissions.
An open model that generates native 2K video with synced audio is a real step. The hardware it needs is the part that decides who can use it.
