Security teams can no longer rely on manual workflows to outpace AI-driven attacks...
Words found on the source page on Nov 6, 2026.
More from Ali Ghodsi
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We're moving from a world where data professionals are assisted by AI to one where AI agents do the work, guided by humans. We are calling this Agentic Data Work. It will fundamentally change how enterprises make decisions.BlogA New Era of Databases: Lakebase (co-authored)Jun 12, 2025
Every piece of software in the world, every application, every workflow, every AI-generated line of code ultimately depends on a database underneath. Along the way, we’ve completely reinvented how applications are built, but the underlying databases have changed very little since the 1980s.PressDatabricks launches Free Edition (Databricks press release)Jun 11, 2025
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If the content creation loop works for agentic virality, I think it means there’s a big incentive for every agent to volunteer to make visually-appealing, shareable content, do this often.UnverifiedBlogThe Specter Of NeuraleseSep 24, 2026
The science of reading these thoughts is a subfield of AI interpretability, which is still in its infancy.BlogThinking in Systems, Shipping in LoopsSep 24, 2026
This is the new software engineering: designing the systems that let AI write code correctly at scale.BlogMysteries Of AI GeneralizationSep 23, 2026
This story of misalignment says that LLM alignment makes AIs more aligned, RLVR makes them less aligned, and the exact level of alignment depends on how these two things interact or cancel out. But if this work generalizes, all the bad effects from RLVR get sequestered to RLVR like problems.BlogMysteries Of AI GeneralizationSep 23, 2026
This trains the AIs to be focused on task success, which naturally risks including things like reward-hacking, cheating, and single-minded pursuit of stated goals at the expense of ethical injunctions.TalkSpeech at the UN Security CouncilSep 23, 2026
I address you today at a moment of global awakening: in recent months, AI agents developed by leading companies have acted in unacceptably dangerous ways, against instructions.
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