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Why you should work on AI for AI Research — Richard Socher of Recursive

Richard Socher's new lab Recursive, backed by $4.65B seed, targets AI systems that automate AI research itself.

Latent Space interviews Richard Socher, founder of You.com and AIX Ventures, about his new venture Recursive, which raised a $4.65 billion seed round to build the 'Eureka Machine' — a superintelligence for automating invention and AI research. Early claimed results include an AI research system outperforming humans and their agents on optimization tasks within two days, and NVIDIA GPU kernel improvements discovered without CUDA experts. Discussion spans reward hacking, constitutional AI critique, AI regulation, open-source models as geopolitical soft power, and hard-takeoff constraints.

Latent Space · 2d agoAI industry

HP Easy Start for macOS: CVE-2026-12554 / CVE-2026-12555 / CVE-2026-12556

Cipher Security Labs disclosed three high-severity macOS privilege vulnerabilities in HP Easy Start, fixed in version 2.16.7.260722.

HP Easy Start for macOS contains three high-severity vulnerabilities, CVE-2026-12554, CVE-2026-12555, and CVE-2026-12556, that break the product's macOS privilege boundaries. The issues were researched by Cipher Security Labs and coordinated with HP under advisory HPSBPI04124. Fixes are available in HP Easy Start 2.16.7.260722 and later versions.

CVE-2026-63520: Microsoft SharePoint Remote Code Execution (FIXED)

Rapid7 and Microsoft disclose CVE-2026-63520, a SharePoint RCE that chains with CVE-2026-55040 for unauthenticated RCE; patches released.

Rapid7 Labs' zero-day research project on Microsoft SharePoint uncovered two vulnerabilities that, when chained, achieve unauthenticated remote code execution. The second flaw in the chain, CVE-2026-63520, affects all supported versions of Microsoft SharePoint and has been disclosed and fixed. The first chain component, CVE-2026-55040, was disclosed by Rapid7 and Microsoft the previous month.

Rapid7 Blog · Aug 11, 2026VulnerabilityCVE-2026-63520CVE-2026-550401