Open source maintainers say agents now weaponise the faintest hint of a vulnerability, and the disclosure conventions built for humans no longer hold.
The lab says the model found 2,436 vulnerabilities across 269 open-source projects, the Linux kernel among them.
Simular puts Sai at 73 percent on OSWorld 2.0, ahead of both GPT-5.6 Sol and Opus 5.
Free accounts lose manual model selection entirely, while enterprise admins can pin Auto to an approved set.
Agent Lightning 1.0 lifted a nine-billion-parameter model on SWE-bench Verified by 14.6 points on modest compute.
OpenClaw hit 388,000 stars and 80,000 commits in nine months, and the review model had to be rebuilt around it.
A consultant cites a project that missed its Cannes debut when the service it was built on was shut down.
Google DeepMind, AWS, Alibaba Cloud, Kling AI and Eyeline Studios join InnoAsia in Busan in October.
An IBC365 opinion piece reframes the generative debate around failure modes rather than replacement.
Sociate AI launches tagless multimodal discovery in September and demonstrates it at IBC2026 in Hall 14.
Version 2026.8 lands 1 September with a Gemini panel, while shops on EditShare or LucidLink may owe new licence fees.
Eighty-three percent named operational AI as the near-term win; only seventeen percent called themselves ready for it.
UP is framed as a place to combine people, AI services and partner tools rather than a fixed pipeline.
Profuz Digital adds live subtitle stream generation and an ElevenLabs integration to Lapis and SubtitleNext.
A survey of broadcast companies finds a shared insistence that humans keep full creative control.