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News
Google DeepMind AI Control Roadmap: When Alignment Fails, Defense-in-Depth Takes Over
2+ mon, 3+ week ago (471+ words) That framing matters more than any specific technical detail in the document. The AI safety field has spent years asking how to make models behave correctly. The AI Control Roadmap asks a different question: what happens when they don't? The…...
Magic Matched DeepSeek V4 Pro Base Quality for $500K, Using 50 Times Less Compute
2+ day, 16+ hour ago (483+ words) DeepSeek V4 Pro, which launched in April 2026 as an open-weight model with 1.6 trillion total parameters and roughly 49 billion active per inference pass, was itself considered unusually compute-efficient for the quality it delivered. Magic's claimed compute for matching it — approximately 1.58 × 10²³ FLOPs — is…...
DeepSeek V4.1-Flash Cuts Agent Memory Costs Fourfold With New Architecture
2+ day, 16+ hour ago (524+ words) The result is a global KV cache of 890 bytes per token — roughly one-quarter of V4-Flash and approximately 1/437th of DeepSeek-V1's per-token global KV cache size from just two years ago. The memory savings come from four distinct architectural changes working…...
Fermat's Last Theorem Machine-Checked: Claude Completes in 11 Days What Took Years to Plan
1+ week, 15+ hour ago (460+ words) That distinction — verification, not discovery — is important. It is also, for the long-term practice of mathematics, possibly more important than another discovery would have been. In 2024, Buzzard launched an EPSRC-funded five-year community project at Imperial College London to formalize FLT…...
Morning Show Season 4's Deepfake Science Was Right: Voice Cloning Now Sounds Real
1+ week, 4+ day ago (633+ words) When The Morning Show Season 4 premiered in September 2025 with a plot built around a deepfake video that destroys a news anchor's credibility and a network that deploys a synthetic, multilingual AI version of its star anchor to cover the Olympics,…...
Google Sheets Pivot Tables Stop Losing Grouped Fields on Excel Round-Trip
1+ week, 5+ day ago (997+ words) Tech Times...
Shield AI's Hivemind Flies Satellite in Orbit: Physics Simulation Clears Every Command
2+ week, 4+ day ago (472+ words) The problem is not that the industry lacks capable AI. The problem is that "capable AI" and "trustworthy AI" are not the same thing in an environment where every command has irreversible physical consequences. Giving a software system broad authority…...
Ray Summit 2026: RL Post-Training Forces Open-Source AI Infrastructure to Converge
2+ week, 4+ day ago (462+ words) The two communities showing up in the same building this week is the natural consequence of that interdependency. Passes cost $400 for the two main conference days (which include the vLLM Conference track) and $450 for the full three-day access including Monday's…...
ACS Fall 2026 Kavli Lecture: AI Drug Discovery Hype Demands Rigorous Scrutiny
2+ week, 5+ day ago (496+ words) More than 10,000 chemists, researchers, educators, and industry professionals have registered for the five-day event running August 23–27. The headline moment of Monday's program is the first of two Kavli Foundation lectures — and what makes it editorially significant is not merely who…...
Agentic AI's Production Gap Takes Center Stage at Seoul's Record AI Summit
3+ week, 3+ day ago (1349+ words) Agentic AI’s Production Gap Takes Center Stage at Seoul’s Record AI Summit Tech Times...