After three months of company-wide internal use, Cloudflare has open sourced the entire platform — and the most valuable part is the security design, which lets agents keep moving without waiting for approvals.
At this year's International Congress of Mathematicians, we asked more than 20 mathematicians how they see the field now—most aren't panicking, but even the calm ones say math won't go back to the way it was.
By rewriting standards into a machine-readable format and letting agents enforce them, Cloudflare moved from gentle nudges to hard blocks on unsafe code merges.
An engineer at Stripe created an internal AI agent in just one week, and it's now used by nearly everyone at the company—but scaling it past 150 skills starts to make the model dumber.
SeedRealtime handles full-duplex audio and video simultaneously, so Doubao can see what you see while you talk—now live and free in the Doubao app.
FLUX 3 Video generates up to 20-second, 24fps native HD clips with synchronized audio in over a dozen languages, and a unified API supports three access modes—but video continuation costs 2.5x more and runs 5 seconds shorter, and the benchmark scores are self-reported by BFL.
We went through more than 40,000 generation records line by line to reverse-engineer the entire pipeline: a shared 12-line technical foundation for every shot, a three-view asset sheet, a focal length reference table, and a set of prohibitions born from model failures. All of it is ready to copy.
After losing his temper at his AI coworker, Steve Yegge turned 'how to treat an agent' into a copyable architectural spec.
Set per-transaction limits, allowlists, and guardrails for your agent's spending, with each wallet carrying a human-readable identity—usernames are up for grabs today.
Google has integrated Agent Skills, an open standard originally proposed by Anthropic, across all four language versions of its Genkit framework, with two working Go examples and a one-line parameter setup.
A fast model alone isn't enough to make AI speak without stuttering—every link in the chain, from the moment you hit the button, has to hold.
The agent's reasoning stays in a lightweight environment while a containerized sandbox handles the actual work—and Cloudflare's own benchmarks show it can delete files and traverse directories faster than a real disk, though copying large files runs 41 times slower.
The first video-generation foundation model to combine full multimodality, open weights, and native 2K output — but the open-source coverage varies across its three pipeline stages, and that's worth a closer look.
With 2.4 trillion parameters and the ability to run autonomously for 16 days, the family flagship handles real projects end-to-end—from writing a full codebase to beating a research paper's results and slashing chip-circuit logic gates by 92%.
The official manual spells out every step from first use to final render, covering parameter ranges, four new entry points, and prompt formulas for seven scenario types.
ByteDance’s templates show how to assign roles across 50 reference assets, structure a 30-second video, and revise a single element without changing the rest.
The model, reportedly called Astra, produced 470,000 lines of open-source proofs for about $2,000 in inference costs; the logic has been machine-checked, but the results have not necessarily been peer-reviewed or independently verified.
The founder personally installed the product for the first 100 customers, whose biggest payoff was recovering revenue that had been slipping through the cracks.
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