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SpaceX S-1 filing reveals Google will pay $920 million monthly to lease 110,000 Nvidia GPUs

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Markus J. Buehler proposes a category-theory framework that lets AI scientists dynamically expand their reasoning schema

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RISING LIKES

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Cornell PhD Jack Morris argues extreme vigilance is the top predictor of scientific success as AI agents complicate debugging

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SpaceX S-1 filing reveals Google will pay $920 million monthly to lease 110,000 Nvidia GPUsSpaceX's AI cloud run rate now reaches $26 billion.

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Google DeepMind releases Gemma 4 Quantization-Aware Training checkpoints, cutting VRAM requirements by 72 percentUnsloth released GGUF versions for Ollama and llama.cpp

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XPRIZE founder Peter Diamandis argues universities charge up to $300,000 for degrees teaching skills now available via free LLMsHe calls this discrepancy a significant misallocation of capital.

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Senator Bernie Sanders proposes the US government acquire a 50 percent equity stake in major AI companiesGary Marcus warns state ownership risks establishing social credit.

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Google DeepMind, UCL, and Oxford team wins CVPR 2026 Best Paper for dynamic scene reconstruction method D4RTThe paper was selected from 74 shortlisted candidates.

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President Trump signs directive ordering U.S. military and intelligence agencies to deploy commercial AI on classified networksThe order updates autonomous weapons guidance and mandates compute facilities

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Sakana AI launches its Recursive Self-Improvement Lab to build autonomous, self-improving AI systemsIt unifies existing company projects like The AI Scientist.

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Markus J. Buehler proposes a category-theory framework that lets AI scientists dynamically expand their reasoning schemaThe system uses typed copresheaves to mathematically quantify novelty.

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Y Combinator co-founder Paul Graham argues big corporations' failure to profit from LLM tokens is a predictable adoption phaseGarry Tan says organizational skill gaps hamper corporate execution.

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Anthropic, OpenAI, and other labs disclose active initiatives for recursive self-improvementAnthropic says its Claude model is already accelerating development.

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Claude AI doubles Claude Cowork usage limits for one month to support larger, more complex tasksThis supports workflows like multi-account research and email triage.

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Anysphere co-founder Michael Truell launches Design Mode for Cursor, enabling UI editing through voice, drawing, and live gesturingThe feature aims to replace text-only AI agent prompts.

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OpenAI's Vaibhav Srivastav apologizes after a billing system glitch accidentally suspended customer accountsAffected users feared bans for discussing competitor products.

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Atari Lab demonstrates advanced humanoid robot locomotion and multi-step planning under its MotionDisco projectDemos show the robot climbing desks and balancing on boxes.

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Nikolay Savinov joins OpenAI's London office as its pretraining unit seeks new researchers to expandSavinov will focus on pretraining and long-context research.

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Anthropic says Claude Opus 4.7 matches dedicated chemistry software like MestReNova on predicting molecular structures from NMR spectraIt also reconstructs molecular structures directly from NMR spectra

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ML researcher @kalomaze says a KV cache bug caused transformer inference routing errors that exposed model outputs to other usersThe failure mode resembles OpenAI's 2023 routing errors

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Open gaming foundation model NITROGEN and Meta's SAM 3D earn Best Paper Honorable Mentions at CVPR 2026NITROGEN was trained on 40,000 hours of gameplay.

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Tilde releases Compositional Muon, stabilizing transformer optimization by applying partner-whitened updates to composed QK and OV matricesIt shares core mechanics with the prior LoRA-RITE algorithm.

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Independent AI researcher Pliny the Liberator releases Enthea, a single-file HTML psychedelic visualizer built with ClaudeThe tool uses mathematical models of the visual cortex.

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