OpenAI Fixes 948 Linux Vulnerabilities, Meta Acquires Conductor

OpenAI announces it has fixed 948 Linux vulnerabilities and launched Images 2.6. Meta acquires Conductor, Cognition introduces SWE-2 Flash, and Tencent unveils Hy4. Several tools and technical projects are emerging in the ecosystem.
OpenAI: Linux Fixes, Images 2.6, and Internal Developments
OpenAI announces it has fixed 948 vulnerabilities affecting Linux. The company has also launched Images 2.6, which now supports GIFs and image references. A web grounding feature is offered for the Decisions API. Organizationally, OpenAI plans to acquire Pierre Computer Company, Inc., and Cat Wu has joined its ranks.
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Market: Meta, Cognition, and Tencent Ramp Up Announcements
Meta has finalized the acquisition of the AI coding startup Conductor. Cognition has introduced SWE-2 Flash. Tencent has launched Hy4, touted as joining the ranks of the world's leading open-source AI models. Additionally, Ripple-65B has been previewed, Pangram Image 1.0 has been showcased, and Kimi-K3.1-Pro is mentioned.
Tools and Research: H-Nets, Continuous Compilation, and Formalizations
Research indicates that H-Nets learn directly from raw bytes. Together Compiler offers continuous compilation for AI inference. The Stacks project has been formalized in Lean, and AlphaEvolve has a repository on GitHub.
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