Real world example: raising token limits from 3M to 10M tripled the amount of work that Codex could do independently on cybersecurity tasks. From 3.1 hours to 10.5 hours.
AI
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Gemma 4 Reaches Number One on Hugging Face Leaderboard
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Gemma 4 is #1 on @huggingface!
→ View original post on X — @demishassabis, 2026-04-05 21:55 UTC
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Scaling Laws and Token Usage in AI Reasoning Models
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Unappreciated fact is the second scaling law does not seem to completely plateau in many tasks: throw more tokens at a reasoning AI model and get better answers, especially with a simple harness. Benchmark performance is actually limited by token usage. https://
open.substack.com/pub/joelbkr/p/
many-benchmarks-scores-would-appear?r=i5f7&utm_medium=ios
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Iran Threatens to Annihilate OpenAI’s Stargate Data Center
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Iran Threatens "Complete And Utter Annihilation" Of OpenAI's $30BN Stargate Data Center In Abu Dhabi zerohedge.com/geopolitical/i… [Translated from EN to English]
→ View original post on X — @olivierrimmel, 2026-04-05 21:50 UTC
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Policy on Using Claude-P: No Restrictions Needed
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I wouldn't have a policy that says you're not allowed to use "claude -p"
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PhAIL: Robotics Benchmark Focused on Operational Reliability
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PhAIL just launched — the first robotics benchmark measuring units per hour and mean time between failures, not "success rate." First time I've seen the research community measure robots the way a factory operator would. The gap between those two measurements is where most deployments quietly fail. [Translated from EN to English]
→ View original post on X — @ken_goldberg, 2026-04-05 21:42 UTC
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Connected devices transforming industrial plant operations and manufacturing
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Connected devices are reshaping plant operations. Anyone running into this yet? @IIoT_World @CRudinschi @agentic_factory @fabot70 @gp_pulipaka @jblefevre60
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Keras with JAX becomes essential for machine learning success
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If you're not using Keras with JAX you're ngmi
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AI Revolutionizes Film Industry Without Union Interference
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Amazing what AI can do when unions don’t get in the way. reuters.com/technology/ai-is…
→ View original post on X — @pmddomingos, 2026-04-05 21:23 UTC