WΞNDΞL

❗️🚨 Mythos can now autonomously weaponize newly disclosed vulnerabilities in hours, not weeks. Everybody is exposed, because the patch gap between a fix going public and reaching your devices is now wide enough to drive a full exploit through. Three takeaways from the new Anthropic research: 1. Speed: it built a working Firefox exploit within ONE HOUR of Mozilla's patch, 18 days before the fix reached users. 2. No source code needed: on Windows, working from compiled binaries alone, it built 8 full chains taking a normal user to SYSTEM. 3. Cheap: $15,700 weaponized a month of Windows patches. A lone operator can now do this in one afternoon.

🚨 Tech companies like Apple and Google have three months. Activate safeguards on smartphones and tablets to detect and block nude images for children or we will bring forward legislation to force you to do so.

A Shenzhen team completed full-parameter post-training of DeepSeek-V4-Pro (1.6 trillion parameters) on a Huawei Ascend 910C cluster. MFU exceeded 30%, and the training ran 1,500+ steps without interruption. Two things to keep in mind. This is post-training, not pre-training. The compute requirements are an order of magnitude smaller. And 30% MFU is below what NVIDIA clusters typically achieve (40-50%+). Still, the fact that a third-party team (not Huawei itself) pulled this off on domestic chips is a meaningful data point for the Ascend ecosystem's maturity.

Nemotron 3 Ultra is now free on OpenCode text · 1M context · fully open source NVIDIA's latest open source model