https://megadose.ai/i/b41b893d-175a-4deb-8d98-0b55ed6cf26b Megadose en 2026-10-09T10:45:01+00:00 Nvidia commits $1B over five years to build out the US' "capacity for super intelligence research" in fields including quantum computing, healthcare, and energy (Tobias Mann/The Register) https://megadose.ai/i/cfd3d431-d7f0-4074-aee4-1a687d1b7a8a Megadose en 2026-10-09T05:05:01+00:00 Sources: SoftBank is seeking to raise up to $100B from Gulf investors for a fund to buy companies and improve their operations with AI and other advanced tech (Financial Times) https://megadose.ai/i/4aa59691-a291-4586-a507-1fe78328e506 Megadose en 2026-10-08T21:34:55+00:00 Claude launches Dashboards and Motion in beta https://megadose.ai/i/c3e77bf1-6a26-4a05-af9c-06486d959bb1 Megadose en 2026-10-08T20:40:01+00:00 USV raised $900M, including a $500M early-stage fund, up from $275M in 2024, cuts general partnership to four investors, and aims to lead more AI rounds (Bloomberg) https://megadose.ai/i/dcfb982f-da49-494e-82c9-eda1aebd2a30 Megadose en 2026-10-08T20:23:09+00:00 Anthropic launches OSS Scanner, a free opt-in vulnerability scanner for critical open-source projects; its AI-generated reports are sent without human review (Anthropic) https://megadose.ai/i/c1a41f6e-9ec5-4c1c-8474-74912512b44e Megadose en 2026-10-08T19:30:41+00:00 Anthropic launches the Critical Infrastructure Defense Program to provide AI models, threat research, and on-site support, starting with CrowdStrike and others (Sam Sabin/Axios) https://megadose.ai/i/54888d32-0b54-441c-b369-106d74a947de Megadose en 2026-10-08T19:20:01+00:00 Nvidia, Oracle, CoreWeave, and other AI stocks fell after a report that OpenAI's annualized revenue at September's end was $20B less than previously reported (CNBC) https://megadose.ai/i/7ac0f08d-641a-46c4-b95e-436c3f10724b Megadose en 2026-10-08T18:19:45+00:00 Popular AI leaderboard Arena nearly doubles valuation to $3.1B valuation in 10 months https://megadose.ai/i/d5ed9718-1ee2-4dca-b447-635b3c3d47fd Megadose en 2026-10-08T18:19:42+00:00 OpenAI’s revenue is reportedly $20 billion less than previously projected https://megadose.ai/i/76a37710-9f88-4957-98c1-2f68d3df0b03 Megadose en 2026-10-08T18:18:00+00:00 Google brings agentic AI to Gemini, starting with businesses https://megadose.ai/i/d96365be-90f1-4162-8ad6-a38d263fc9d8 Megadose en 2026-10-08T18:01:12+00:00 Sources: Firmus is set to postpone its IPO and is weighing a private funding round instead, as some investors raised concerns over its pricing strategy (Bloomberg) https://megadose.ai/i/c1b7edaa-fd0c-4eca-9330-650e5765f878 Megadose en 2026-10-08T17:59:50+00:00 CSF: Contextual Safety Filtering for Motion Generators https://megadose.ai/i/b966b58a-7e5a-42c6-b4f0-6e496be6794a Megadose en 2026-10-08T17:59:50+00:00 On the estimation and validity of AI time horizons---a statistical look at the METR plot https://megadose.ai/i/b166a8d2-9d97-47f5-be0f-d31362fd5cb2 Megadose en 2026-10-08T17:59:50+00:00 A Balanced Data Diet: Addressing the Exploration Bottleneck in Mega-Scale RL for Robot Control https://megadose.ai/i/69f60b54-1cc9-4054-a467-58a7b002e9b3 Megadose en 2026-10-08T17:58:56+00:00 BrickBench: Evaluating Agentic Brick Design https://megadose.ai/i/4ebe0f14-8618-4443-82e5-112fb8452239 Megadose en 2026-10-08T17:58:36+00:00 One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts https://megadose.ai/i/28f8c08d-158d-45c2-9681-51f6a4549a13 Megadose en 2026-10-08T17:58:36+00:00 Bi-FORK: Generative Modeling of High-Dimensional Bifurcating Systems https://megadose.ai/i/53f0e81c-1a64-4631-aeb0-d9d93dcc231f Megadose en 2026-10-08T17:58:13+00:00 Caught in the Act: Probes Effectively Detect Sabotage and Catch Unverbalized Deception https://megadose.ai/i/c9953a24-1bb3-4338-af5f-2cb564b9e246 Megadose en 2026-10-08T17:58:09+00:00 Rounding in Preconditioner Space: Redesigning 4-bit AdamW Optimizer-State Quantization https://megadose.ai/i/ea100fbf-a3f9-4e3e-811b-f72cdc5965f8 Megadose en 2026-10-08T17:57:33+00:00 Density Ratio Estimation with Stein Displacement Fields https://megadose.ai/i/df8e0ecf-07e2-47c4-945b-3209bbb674a3 Megadose en 2026-10-08T17:57:27+00:00 VioLA: Learning Generalist Humanoid Control Policies from Human Data https://megadose.ai/i/b9ddb92a-3f7b-4de0-b581-5b8ffb056a74 Megadose en 2026-10-08T17:57:06+00:00 FAITH: Feasibility-Aware Safety-Filtered RL for High-Dimensional Systems https://megadose.ai/i/f44ba24a-3a9e-4720-99e8-139489e8aeab Megadose en 2026-10-08T17:55:20+00:00 FastBench: Can Streaming VLMs Perceive High-Dynamic Real-World Streams? https://megadose.ai/i/1e0a2c1c-2436-41b3-b8ca-aabdeac07cc6 Megadose en 2026-10-08T17:55:12+00:00 RoboRSI: Stable, efficient, and reusable robot self-evolution in complex real-world environments https://megadose.ai/i/dc1d0875-f9fb-40e9-b0e3-5111cd9379fa Megadose en 2026-10-08T17:53:04+00:00 Beyond Spatio-Temporal Priors: A Generalizable Approach for Dense Correspondence Matching https://megadose.ai/i/df00fe06-7ea8-4e68-97b5-9aa1d115bab6 Megadose en 2026-10-08T17:53:02+00:00 A Unified Bellman Operator for Safety-Critical Reinforcement Learning https://megadose.ai/i/97294190-1e06-49f3-83a4-c0131cb8af20 Megadose en 2026-10-08T17:52:03+00:00 WOVEN: Weaving Visual World Modeling into Multimodal LLMs https://megadose.ai/i/df4a0752-d545-4624-8422-664e9fb36b0f Megadose en 2026-10-08T17:52:02+00:00 MAMHOI: Factorizing Scene-Aware Human-Object Interaction through Affordances https://megadose.ai/i/528bae13-89b6-4e38-800e-275642f7c974 Megadose en 2026-10-08T17:47:26+00:00 Predicting Alignment Generalization with Value Representations https://megadose.ai/i/3ee7df35-3211-426f-9b4c-bb1b82c62437 Megadose en 2026-10-08T17:46:43+00:00 Searching for "Harmful Refusal": A Psychometric Audit of an AI Safety Benchmark https://megadose.ai/i/5ecf0f52-66ea-42b8-845a-887de6879400 Megadose en 2026-10-08T17:46:03+00:00 LeWAM: A JEPA World Action Model with Diffusion-Steering-Based MPC https://megadose.ai/i/8fe99343-10b7-4445-a9ec-752226adf1ca Megadose en 2026-10-08T17:44:19+00:00 ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills https://megadose.ai/i/fb9a6bd5-ca6f-4a7d-be1a-dfa4655ad13f Megadose en 2026-10-08T17:44:17+00:00 SpaceCast-Bench: Evaluating Predictive Spatial Reasoning in Vision-Language Models https://megadose.ai/i/c3b67c4e-91d9-4afd-b3e6-bbfb5593e3e9 Megadose en 2026-10-08T17:43:23+00:00 Learning Kilometer-Scale Weather Prediction with Global-Regional Alignment https://megadose.ai/i/c8b8f881-bb9a-41c7-9d18-5dd117e13f1b Megadose en 2026-10-08T17:42:39+00:00 SpaceFlow: Locally Controllable 3D Generation https://megadose.ai/i/bef5b5b0-657d-4dc3-bff2-7fe00cc49ab6 Megadose en 2026-10-08T17:41:31+00:00 Prospective Prediction of OOD Degradation from Source-Side Training Dynamics https://megadose.ai/i/c944a310-fe33-4a6f-afbf-a14808606b18 Megadose en 2026-10-08T17:39:45+00:00 HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling https://megadose.ai/i/b95fa84b-46bc-49b8-9d8c-0ed3ca4de2e1 Megadose en 2026-10-08T17:39:12+00:00 GeoReform: Reflective Formalization Evolution for Multimodal Geometry Problem Solving https://megadose.ai/i/ca597785-e7d2-4bb8-bce4-31d14ee0bec0 Megadose en 2026-10-08T17:39:11+00:00 Long Text to Predictive Features: LLM-Guided Blockwise Feature Engineering via Executable Program Search https://megadose.ai/i/11a05569-7e46-4146-867a-231d582788bd Megadose en 2026-10-08T17:38:04+00:00 ARC: A Reasoning Recipe for Robot Foundation Models https://megadose.ai/i/528c6153-7aed-4ef0-948c-0e1b1d1b35e1 Megadose en 2026-10-08T17:33:16+00:00 Marformer: A Transformer for Predicting Missing Data Distributions https://megadose.ai/i/b960a657-bb95-431a-8315-46ce1540c2eb Megadose en 2026-10-08T17:32:32+00:00 Latent Core Tokenizer: Compress, but Meaningfully https://megadose.ai/i/3a7fd299-ceb0-4b54-9115-df1e21899b7d Megadose en 2026-10-08T17:32:08+00:00 OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport https://megadose.ai/i/56d42f5f-f57b-4a38-99f6-18277eb3a7d7 Megadose en 2026-10-08T17:30:23+00:00 Bilevel optimization for data-driven learning of Koopman embeddings using kernel-based autoencoders https://megadose.ai/i/805b5f22-fd34-4885-aaa4-dba71517606c Megadose en 2026-10-08T17:27:53+00:00 Which Skill to Distill? SGUID: Selecting a Compact Skill Bank for Model-Skill Co-Evolution https://megadose.ai/i/cdb93001-2523-4964-aa87-d9a773874694 Megadose en 2026-10-08T17:27:12+00:00 HANS: A Handwritten Answer Sheet Dataset for Noisy Hybrid Document Parsing https://megadose.ai/i/01ea2150-080e-44b8-a9d1-2eb9df97eb58 Megadose en 2026-10-08T17:26:55+00:00 Closing the Horizon Gap in Policy Optimization for Adversarial MDPs https://megadose.ai/i/92555229-4e88-439c-8432-fe1e4b2c3054 Megadose en 2026-10-08T17:26:17+00:00 Cited but Not Consulted: A Counterfactual Audit of Legal Chain-of-Thought Faithfulness https://megadose.ai/i/315500a4-d5d8-41fd-bbe1-f76dbf8e0183 Megadose en 2026-10-08T17:25:06+00:00 Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict https://megadose.ai/i/ad11dac5-942a-4ef8-8e71-28b9c725c62e Megadose en 2026-10-08T17:23:25+00:00 Subspace Uncertainty and Sharp Sampling Thresholds on the Boolean Cube https://megadose.ai/i/e2e4b38f-1513-44d4-9c76-534471d4e25b Megadose en 2026-10-08T17:22:24+00:00 Distilling Routed 3D Privilege for Spatial Reasoning in Vision-Language Models https://megadose.ai/i/325e1219-bada-4731-a8b4-3bd8f6adc88b Megadose en 2026-10-08T17:19:10+00:00 SplitJEPA: Learning Invariant and Variant Latent Worlds without Reconstruction https://megadose.ai/i/5f1030f5-2b45-4597-a6cb-1080f3d4bdf3 Megadose en 2026-10-08T17:16:45+00:00 Overcoming Prior Barriers: Supervised Fine-Tuning under Long-Tail Distribution https://megadose.ai/i/51862661-3a81-4ac3-9102-8c550da95b39 Megadose en 2026-10-08T17:15:48+00:00 Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition https://megadose.ai/i/e721d660-d8f3-4ed6-9fc1-14ef47376056 Megadose en 2026-10-08T17:15:19+00:00 Ambient Discrete Diffusion: Using the Wrong Data at the Right Time for Data Efficient Learning https://megadose.ai/i/28cb9fe7-de5a-44b0-995d-4efb98f42743 Megadose en 2026-10-08T17:14:28+00:00 VFold: Symmetry-Aware Cross-Layer Value Cache Compression https://megadose.ai/i/4ecc883e-7147-4b29-a011-bb83e5833007 Megadose en 2026-10-08T17:13:32+00:00 ContiLNN: Mitigating Slice Sampling Discontinuity with Liquid Neural Networks for Medical Image Restoration https://megadose.ai/i/5407a2b7-ebc9-4b9b-ad1d-04cead723c0d Megadose en 2026-10-08T17:13:09+00:00 asdex: Automatic Sparse Differentiation in JAX https://megadose.ai/i/7af17228-433e-4c5d-90a5-512f5445f3e0 Megadose en 2026-10-08T16:51:53+00:00 Docs: OpenAI told investors its annualized revenue was nearing $50B at the end of September, well below the $70B reported by media based on investor docs (Financial Times) https://megadose.ai/i/a169e883-5d3d-4055-9b5a-7bd057f1f888 Megadose en 2026-10-08T16:45:58+00:00 OpenAI annualised revenues $20B less than previously signalled https://megadose.ai/i/d4196749-4fd1-44ff-bc97-d17b629bc945 Megadose en 2026-10-08T16:25:01+00:00 AI hardware startup Natura unveils Interface, a $99 smart ring that connects to AI agents and apps, including Muse, Instinct, Claude, Grokbot, and ChatGPT (Aisha Malik/TechCrunch) https://megadose.ai/i/e03b9df2-a516-4064-8597-3cdf6d67440b Megadose en 2026-10-08T16:20:02+00:00 Arena, which develops the popular AI model leaderboard, raised $200M at a $3.1B valuation, up from $1.7B in January, and launches an Alignment Index (Rachel Metz/Bloomberg) https://megadose.ai/i/a7400c97-34f1-4a17-8b99-c1cd8eb70405 Megadose en 2026-10-08T16:10:00+00:00 GlobalFoundries signs a five-year, $2B deal to provide silicon interposer production capacity to TSMC, manufactured at GlobalFoundries' New York facility (Ian King/Bloomberg) https://megadose.ai/i/e0736aec-7ca6-4dc8-9ba1-02763e7d8c9d Megadose en 2026-10-08T16:01:39+00:00 Hone, founded by former OpenAI and Cognition staffers to create AI agents that can help run a business, raised a $60M seed at a $285M valuation (Bloomberg) https://megadose.ai/i/c3d67209-6e2c-4d20-9cb6-631a2b4e3b0c Megadose en 2026-10-08T16:00:00+00:00 Natura’s $99 smart ring puts AI agents on your finger https://megadose.ai/i/b0b52714-94d5-4441-839b-31866d382415 Megadose en 2026-10-08T16:00:00+00:00 Goodfire says its new ‘inside-out’ monitors catch rogue AI agents at a fraction of the cost https://megadose.ai/i/3d930da2-79c3-4699-aaec-357b5c420b28 Megadose en 2026-10-08T15:10:02+00:00 Sources: the IPO of Nvidia-backed data center provider Firmus is uncertain after failing to attract adequate support, underscoring concerns over AI funding (Bloomberg) https://megadose.ai/i/03c0535d-c5ef-4ae9-aebf-3137d19152ae Megadose en 2026-10-08T14:25:05+00:00 Gallatin AI, which uses AI to digitize and streamline military logistics data, raised a $50M Series A, bringing its total funding to $70M (Colin Demarest/Axios) https://megadose.ai/i/2dbbd5d3-b98c-4be6-8b87-b42f8450a06c Megadose en 2026-10-08T14:00:00+00:00 Cal AI’s 19-year-old founder just raised $10M for his new AI startup https://megadose.ai/i/ad612a26-c927-49c3-9466-b8138d34f85a Megadose en 2026-10-08T13:55:01+00:00 European venture funding rose 77% YoY to $25B in Q3, the region's strongest funding quarter in four years, representing 16% of global VC and led by AI startups (Gené Teare/Crunchbase News) https://megadose.ai/i/04c6a41b-d8b6-4786-89b8-37b802065acc Megadose en 2026-10-08T13:45:11+00:00 Google debuts Google AI Edge Foresight, a local macOS note-taking app for meetings that uses its 740M-parameter EmbeddingGemma 2 model and Gemma 4 assistant (Ivan Mehta/TechCrunch) https://megadose.ai/i/5f44fde0-3a45-4fbe-aba1-dbff6141a65b Megadose en 2026-10-08T13:28:39+00:00 Google releases a new local-first Granola competitor https://megadose.ai/i/d0a76c0c-b0a4-4465-93bb-7b6f69b06bd5 Megadose en 2026-10-08T13:25:01+00:00 Google Cloud unveils the Gemini agent to handle multi-day enterprise workflows across Workspace, Microsoft 365, and Slack, with support for multiple AI models (Carl Franzen/VentureBeat) https://megadose.ai/i/ff51daa2-7b14-4cfc-88b3-ab893a590d68 Megadose en 2026-10-08T13:20:32+00:00 China’s Manus raises over $500M in first funding round since split with Meta https://megadose.ai/i/b8825285-dcb7-451a-bee1-3f9be230e719 Megadose en 2026-10-08T12:35:00+00:00 AI retail trading agent startup Catalyst raised a $30M seed led by Sequoia and says a pilot generated hundreds of millions in trading volume over two weeks (Allie Garfinkle/Fortune) https://megadose.ai/i/39f2fd0e-d4b2-49ee-8df2-574cc23282d2 Megadose en 2026-10-08T12:00:00+00:00 Building on our commitment to American scientific discovery https://megadose.ai/i/781b1c04-646c-4106-9a61-add585c86f33 Megadose en 2026-10-08T10:55:01+00:00 Analysis: planned and active data center investments in Finland surpass €67B, driven by AI demand, cool climate conditions, and renewable energy access (Kirsi Heikel/Bloomberg) https://megadose.ai/i/56228f0b-a4ac-41bd-9749-52dc6d88e779 Megadose en 2026-10-08T07:27:51+00:00 [AINews] Claude Haiku 5.5 — better than GPT-6 Luna at the same pricing https://megadose.ai/i/7e10025a-4791-4f17-9a24-f9b938c6a144 Megadose en 2026-10-08T06:55:00+00:00 Manus' parent Butterfly Effect says it raised $500M+, led by Boyu Capital and IDG Capital, in its first funding since Meta was forced to unwind its Manus buyout (Anniek Bao/CNBC) https://megadose.ai/i/517ad83b-8730-4050-a46d-d141f6406c58 Megadose en 2026-10-08T05:25:00+00:00 SemiAnalysis: China has 24 GW of operational compute capacity and another 50 GW planned or under construction, compared to 56 GW operational in the US (Financial Times) https://megadose.ai/i/8aed149f-5f55-4705-9543-4bcdf5e0c306 Megadose en 2026-10-08T04:45:50+00:00 Filing: Shanghai-based AI chipmaker Biren raises ~$515M in a new share sale; Biren's Hong Kong-listed stock is down 50%+ from a June peak but up ~70% YTD (Bloomberg) https://megadose.ai/i/33e9369b-b09a-4ff4-b224-04ada1e1a4ba Megadose en 2026-10-08T04:35:00+00:00 Sources: Isomorphic Labs, an AI drug discovery startup spun out of Google DeepMind, is in early talks to raise funds at a valuation of at least $40B (Bloomberg) https://megadose.ai/i/9e35a720-d44b-45c0-aaaf-c360a2c365b0 Megadose en 2026-10-08T03:15:43+00:00 OpenRouter: the share of business spending between OpenAI and Anthropic models was roughly even in September, vs. Anthropic commanding a 75% share in January (Angel Au-Yeung/Wall Street Journal) https://megadose.ai/i/3482e389-6616-46a9-bbaf-5fd19bc5834b Megadose en 2026-10-08T01:05:01+00:00 Keyu Tian, a former ByteDance intern, raised ~$30M from 5Y and IDG for his unnamed AI lab that focuses on building world models, at a $200M post-money valuation (Bloomberg) https://megadose.ai/i/c7de3c2d-b962-4b54-9173-fccb022c6d34 Megadose en 2026-10-08T00:46:00+00:00 Port of the TypeScript compiler, checker and lsp to Rust, by LLM https://megadose.ai/i/6f916415-e313-4007-9483-eb4ad20b4bd4 Megadose en 2026-10-08T00:35:01+00:00 Mecka, which collects human motion data to train humanoid robots, raised a $60M Series B led by Sequoia, with participation from Nvidia, M12, and others (Marina Temkin/TechCrunch) https://megadose.ai/i/f281b13b-d6cc-4e6e-a8f3-a893dcb73c01 Megadose en 2026-10-08T00:00:00+00:00 SuperNav: An Agentic Navigation System for Any Task in Any Scene https://megadose.ai/i/97a58174-2e38-4044-8d4b-5ab9845f04da Megadose en 2026-10-08T00:00:00+00:00 Chaos in the Text: Revealing the Modality Preference in Mixed-Modality Retrievers https://megadose.ai/i/dd9c2dc1-cac3-421a-aabe-295f22f8f612 Megadose en 2026-10-08T00:00:00+00:00 SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference https://megadose.ai/i/e7703e52-b5b9-48cb-9c72-ea88d6b9f24c Megadose en 2026-10-08T00:00:00+00:00 USDCraft: Geometrically Grounded Programmatic Modeling of Articulated 3D Assets for Simulation https://megadose.ai/i/a8e82a3e-929c-4ebe-8227-a6b35ab0365c Megadose en 2026-10-08T00:00:00+00:00 AgentGarten: Code Worlds for Evolving Agents https://megadose.ai/i/61ee0cf6-1d4c-486f-84c2-e36d420cc7fd Megadose en 2026-10-08T00:00:00+00:00 V-CoLA: Vision Token Compression with Linear Attention https://megadose.ai/i/33302eff-bff4-4d20-8f4f-ebf5b3908d1a Megadose en 2026-10-08T00:00:00+00:00 WorldGuide: Goal-Directed Video World Model for Procedural Task Execution https://megadose.ai/i/aa6ae782-f2b8-4e6b-ab44-805b290b6f9e Megadose en 2026-10-08T00:00:00+00:00 Beyond Spatio-Temporal Priors: A Generalizable Approach for Dense Correspondence Matching https://megadose.ai/i/ee9bc057-4fc6-4410-8aa8-aab3b115c9ce Megadose en 2026-10-08T00:00:00+00:00 MARGIN: Runtime Confidence Calibration for Multi-Agent Foundation Model Coordination https://megadose.ai/i/4f0f3a9e-bda9-4927-8a63-0f86e09d2c54 Megadose en 2026-10-08T00:00:00+00:00 MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement https://megadose.ai/i/b7118321-7959-40fc-8d1a-0658b8b5e7ad Megadose en 2026-10-08T00:00:00+00:00 OuroWorld: Bringing Any 3D World Alive as Diverse, Endlessly Looping 3D Cinemagraphs https://megadose.ai/i/435a812c-d2aa-466a-85a8-28c1a517393b Megadose en 2026-10-08T00:00:00+00:00 BrickBench: Evaluating Agentic Brick Design https://megadose.ai/i/e97d97f6-4646-4cae-8e0f-036ecea636fa Megadose en 2026-10-08T00:00:00+00:00 OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning https://megadose.ai/i/a17dc590-3305-4a5d-939d-b4739ce4df9c Megadose en 2026-10-08T00:00:00+00:00 Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict https://megadose.ai/i/9c9c951c-d526-4664-8205-0d8853a81994 Megadose en 2026-10-08T00:00:00+00:00 Embodied Turing Machines: Stateful Code for Robot Recursive Self-Improvement https://megadose.ai/i/454214e8-fd64-4627-93da-23a11ebb4fd6 Megadose en 2026-10-08T00:00:00+00:00 Multi-Agent Egocentric World Model with Fine-Grained Embodied Interaction https://megadose.ai/i/0bcdecfe-428e-40f8-a69c-3edd44d1da4a Megadose en 2026-10-08T00:00:00+00:00 OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video https://megadose.ai/i/3dcb7471-95ba-4dba-bc2b-ec26d8072600 Megadose en 2026-10-08T00:00:00+00:00 Distilling Routed 3D Privilege for Spatial Reasoning in Vision-Language Models https://megadose.ai/i/5887bd9e-601a-4e40-9696-4e4bd3cdd06c Megadose en 2026-10-08T00:00:00+00:00 TestPrism: Rethinking Test Evaluation Beyond a Single Reference https://megadose.ai/i/7549517e-4808-4cba-9b41-28940cdc5186 Megadose en 2026-10-08T00:00:00+00:00 SpaceCast-Bench: Evaluating Predictive Spatial Reasoning in Vision-Language Models https://megadose.ai/i/da621d23-4db6-4802-b5c6-c0665665bd4c Megadose en 2026-10-08T00:00:00+00:00 ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills https://megadose.ai/i/3f356ee5-4229-41ad-a837-ff73425b932c Megadose en 2026-10-08T00:00:00+00:00 Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? https://megadose.ai/i/d8f17f9c-b431-41d9-9321-6b8af25e6c45 Megadose en 2026-10-08T00:00:00+00:00 DreamTrue: Action-Faithful Robot World Model with Counterfactual Post-Training https://megadose.ai/i/7a437ba2-84e6-48aa-b94f-0a02f55eb44e Megadose en 2026-10-07T23:35:01+00:00 Samsung reports preliminary Q3 operating profit up 782% YoY to ~$80.1B, vs. ~$81.2B est., and revenue up 127% to ~$145.7B, lower than expected (Yoolim Lee/Bloomberg) https://megadose.ai/i/4d63d8ec-b4da-4792-a317-a75dabd23111 Megadose en 2026-10-07T22:33:51+00:00 OpenAI rolls out GPT-6 with Intelligent UI in ChatGPT https://megadose.ai/i/49fba820-9a28-4de9-a526-43a32db10821 Megadose en 2026-10-07T22:30:45+00:00 Microsoft brings hybrid AI and agent controls to Windows https://megadose.ai/i/777668cf-4c18-4c37-8bf4-b4dafad77799 Megadose en 2026-10-07T22:28:03+00:00 Anthropic launches Claude Haiku 5.5 at lower API prices https://megadose.ai/i/c4b892ff-524f-4876-8b5a-0e04a8a84e8f Megadose en 2026-10-07T21:45:32+00:00 Sources: Broadcom has been working to arrange more than $50B in financing for OpenAI's custom AI chip; Oracle is in talks on financing for a big chip purchase (Wall Street Journal) https://megadose.ai/i/f8359ea3-e1da-414c-8b98-9be84e0d9c20 Megadose en 2026-10-07T20:56:21+00:00 Introducing Claude Haiku 5.5 https://megadose.ai/i/248e3fdd-3f41-4e8c-9890-5e90316ff88f Megadose en 2026-10-07T20:55:02+00:00 OpenAI says GPT-6 in ChatGPT's Chat tab is powered by GPT-6 Sol for Plus, Pro, Business, and Enterprise tiers and GPT-6 Luna for Free and Go tiers (@openai) https://megadose.ai/i/2d852893-3835-45da-a372-6243eb96dc15 Megadose en 2026-10-07T20:48:45+00:00 Nous Research confirms it hit $1.5B valuation, launches AI agents for business users https://megadose.ai/i/47307300-bae7-4883-9f38-37c623fcae68 Megadose en 2026-10-07T20:22:37+00:00 Microsoft releases new Nvidia-chip AI PCs with revamped Windows 11 https://megadose.ai/i/cbe853d4-8542-49d8-af57-cb0b07d5ef40 Megadose en 2026-10-07T19:30:31+00:00 Sources: former White House AI adviser Sriram Krishnan is raising a ~$500M fund to back growth- and later-stage US AI companies, prioritizing national security (Leo Schwartz/The Information) https://megadose.ai/i/76ca149c-b260-4e55-b9cb-741bdfaaf17d Megadose en 2026-10-07T19:05:01+00:00 Anthropic cuts Sonnet 5.5 cache read price from $0.20 to $0.10 and adds monthly API credits: $100 for Max 5x, $200 for Max 20x, up to $500 shared by Team users (Carl Franzen/VentureBeat) https://megadose.ai/i/a4fc7c0d-a904-44eb-bf2a-dcd3a7dd59de Megadose en 2026-10-07T18:45:30+00:00 Anthropic prices Haiku 5.5 at $0.10/1M input and $0.50/1M output tokens for requests up to 100K tokens, and $0.50 and $2.50 above, vs. $1 and $5 for Haiku 4.5 (Frederic Lardinois/The New Stack) https://megadose.ai/i/653e101c-3c08-44e0-bafe-0303621bb597 Megadose en 2026-10-07T18:40:02+00:00 OpenAI rolls out GPT-6 in ChatGPT with Intelligent UI, a new feature that includes interactive elements like charts, buttons, and forms in answers (OpenAI) https://megadose.ai/i/2987ef4c-07d4-4e48-b89e-b19c9ba58fbb Megadose en 2026-10-07T18:22:12+00:00 Anthropic launches Claude Haiku 5.5, the first Haiku model with effort controls, for high-volume, cost-sensitive tasks like summaries and classification (Anthropic) https://megadose.ai/i/fed3fe5c-9a84-466f-9ebe-c51fc371cab2 Megadose en 2026-10-07T18:10:04+00:00 Microsoft opens preorders for the $5,999 Surface RTX Spark Dev Box, with 128GB of unified memory to run local models with 120B+ parameters, shipping in November (Stevie Bonifield/The Verge) https://megadose.ai/i/8d9722fb-412d-4755-824c-92badd131e01 Megadose en 2026-10-07T18:00:19+00:00 ChatGPT is getting a lot more visual, with the launch of a new interface https://megadose.ai/i/cb23c6cc-4665-4808-a46e-41cd7bd1ed39 Megadose en 2026-10-07T17:59:41+00:00 Never Look Back: Understanding Persistence in 3D Object Memory from Egocentric Videos https://megadose.ai/i/14b60adb-8c92-46b2-9564-13a215cb64ab Megadose en 2026-10-07T17:59:26+00:00 Decoupling Exploration from Optimization in RLVR https://megadose.ai/i/50c0ff3d-889b-4c23-91d0-8085feb827d6 Megadose en 2026-10-07T17:58:52+00:00 EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory https://megadose.ai/i/2d49edb6-efa6-46f9-aa5a-2ec09ad4123e Megadose en 2026-10-07T17:58:04+00:00 Long-WAM: Scaling the Context of World-Action Models https://megadose.ai/i/833deb81-d83e-4a74-b573-97c96f341a8c Megadose en 2026-10-07T17:57:38+00:00 Rephrase Before You Act: Characterizing and Mitigating Language Sensitivity in Vision-Language-Action Models https://megadose.ai/i/0f3d2115-87a0-4320-b251-7393612d5025 Megadose en 2026-10-07T17:54:42+00:00 RoboJEPA: Scaling Robotic Latent World Models https://megadose.ai/i/c50719dd-f311-4a1f-8b1f-ab0c0086d6f5 Megadose en 2026-10-07T17:52:52+00:00 SciExam for ENSO: Can AI Agents Build Climate Models? https://megadose.ai/i/c063c173-2ca9-44eb-80fe-cd75261370c8 Megadose en 2026-10-07T17:51:08+00:00 RECAST: Learning to Compute the Right Context through Adaptive Evidence Routing https://megadose.ai/i/f015f108-a7a9-4037-aa49-a6052314bb30 Megadose en 2026-10-07T17:48:02+00:00 EmbodiedRSI: Active Continual Robot Learning Through Hypothesis-Guided Co-Evolution https://megadose.ai/i/5bd31d28-0e37-4ece-96ee-9cbe391e0a63 Megadose en 2026-10-07T17:37:19+00:00 Before They Can Solve: Predicting Post-Training Coding-Agent Performance from Base Models https://megadose.ai/i/02252e3e-7f4d-4d6d-b896-c0aa74bff651 Megadose en 2026-10-07T17:28:32+00:00 FoldBack: Self-Correcting Masked Generative Policy for Long-Horizon Garment Folding https://megadose.ai/i/36f95271-0587-4f5f-8034-7f3dd65fb54d Megadose en 2026-10-07T17:25:23+00:00 PHRBench: A Behavioral Evaluation of Post-Hallucination Reasoning in LLMs https://megadose.ai/i/3663bd62-826e-4915-86f3-78f16779e482 Megadose en 2026-10-07T17:16:56+00:00 RunningTab: Direct Workspace Interaction with Environment-Side Tabs https://megadose.ai/i/ea3e171e-bf58-430e-9109-268a09209246 Megadose en 2026-10-07T17:08:21+00:00 Derivative Gaussian Processes on a Two-Direction Budget https://megadose.ai/i/a3ffa7eb-98d2-4210-82a7-3d7ab9dc0a97 Megadose en 2026-10-07T17:06:59+00:00 CoTrace: Data Recipes for Training Terminal Agents with Harness-Model Co-Evolution https://megadose.ai/i/03bc3e14-d618-4f7c-8edd-5350d8edbf70 Megadose en 2026-10-07T17:01:37+00:00 Which Rollout Taught It That? BehaviorTrace and the Limits of Training-Data Attribution in Online RL https://megadose.ai/i/894c9b02-90e7-4e4c-a58a-af7a72c9e171 Megadose en 2026-10-07T16:56:56+00:00 Steerspeech: Activation Steering For Emotion Control In Generated Speech https://megadose.ai/i/f038302c-942c-4970-8287-2ec92a883666 Megadose en 2026-10-07T16:56:29+00:00 Training Parallel Speculative Draft Models by Directly Minimizing Expected Decoding Rounds https://megadose.ai/i/fb40f67b-82fe-46ae-871e-b3fa412a7010 Megadose en 2026-10-07T16:55:24+00:00 RobotWorld: Benchmarking Multimodal Agents for Robot Use Across Diverse Tasks and Embodiments https://megadose.ai/i/cd37b5f8-379b-445d-b3e0-9052cd52f9ee Megadose en 2026-10-07T16:53:11+00:00 Reasoning-Token Spikes Under Prompted Untruthful Responding in Large Language Models https://megadose.ai/i/8e1a335e-742e-4dd9-ac6a-6119019541e6 Megadose en 2026-10-07T16:49:50+00:00 Cross-Domain Pretraining for Steady-State Neural CFD Surrogates https://megadose.ai/i/4d8dfc95-e204-43da-9c50-0ebc58d71730 Megadose en 2026-10-07T16:48:51+00:00 Executing Causal Structure Learning with Linear-Attention Transformers https://megadose.ai/i/9e7aefb3-4a8f-4c39-8a06-82b8adf54eef Megadose en 2026-10-07T16:48:45+00:00 Kernel Autoresearch for Open-Ended Model Discovery https://megadose.ai/i/5a11ed88-bc6c-4964-843a-9aa7e5e24583 Megadose en 2026-10-07T16:46:45+00:00 RoboQuest: Generalist Physical Agents that Search, Inspect and Test https://megadose.ai/i/e4f454b1-d114-470e-800f-aabce512489d Megadose en 2026-10-07T16:44:47+00:00 OrBIT: Structure-Guided Embedding Compression https://megadose.ai/i/2b0a401c-4eb7-4717-9f5e-7c59de3cef26 Megadose en 2026-10-07T16:40:21+00:00 ResidualQuant: KV Cache Quantization for Looped Transformers with 2-Bit Residuals https://megadose.ai/i/cb43d897-6461-4e9c-995c-7e34c2a49d32 Megadose en 2026-10-07T16:39:16+00:00 Continual Learning without Continual Training https://megadose.ai/i/30797b0d-65da-41b1-badf-aa4a5b15d96c Megadose en 2026-10-07T16:38:10+00:00 TaoD2C-Bench: Benchmarking MLLMs for Industrial UI Code Generation Beyond Visual Fidelity https://megadose.ai/i/98dbd666-4c3b-4d71-a047-0fe81b8bf719 Megadose en 2026-10-07T16:00:00+00:00 Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses https://megadose.ai/i/bd4fa897-10ad-4bfe-878b-501ad9c7b871 Megadose en 2026-10-07T15:35:02+00:00 Healthleap, which makes AI screening software to identify patients at risk of undiagnosed illnesses, raised $38M across a $30M Series A and an $8M seed (Ram Iyer/TechCrunch) https://megadose.ai/i/6be60537-a7ad-4ab6-a6d0-579ab82deef4 Megadose en 2026-10-07T15:15:16+00:00 Parallel Systems, which builds autonomous freight trains, raised a $100M Series C led by AVP, taking its total funding to $200M+ (Tim De Chant/TechCrunch) https://megadose.ai/i/95a10e9c-0ebe-4123-bf60-4ead1ad757c4 Megadose en 2026-10-07T15:07:08+00:00 Healthleap raises $38M for its AI that flags hospital patients who may need a closer look https://megadose.ai/i/dff27351-321b-4b4f-9997-b9e869e97bdb Megadose en 2026-10-07T14:40:01+00:00 Elon Musk says Grok Bot will use the "best back end model for any given task, including Claude Opus 5.5, MidJourney, Suno" (Grace Kay/The Information) https://megadose.ai/i/b0710d24-ab49-414d-b626-8a7a151667aa Megadose en 2026-10-07T14:10:01+00:00 Google launches SynthID Detector, a website that lets users detect AI-generated image, video, and audio media across dozens of common file formats (Ivan Mehta/TechCrunch) https://megadose.ai/i/4a5352c2-6ab2-4c1b-97a0-a8cf861aad5f Megadose en 2026-10-07T14:05:01+00:00 Nous Research, which makes the open-source Hermes AI agent that has hit 22M+ downloads since February, raised $90M at a $1.2B valuation to expand to enterprises (Yuliya Chernova/Wall Street Journal) https://megadose.ai/i/2efaf47a-5743-4228-9046-1e967a8a1f31 Megadose en 2026-10-07T14:00:00+00:00 Google’s new SynthID website can identify AI-generated media https://megadose.ai/i/68ca9fac-6840-4fd2-9b82-9ffe26c118cb Megadose en 2026-10-07T13:55:03+00:00 North American startup funding hit $92B in Q3, down 35% QoQ but up 50% YoY, with $61B to AI startups; there were 11 $1B+ acquisitions and IPOs remained quiet (Joanna Glasner/Crunchbase News) https://megadose.ai/i/e1d7078d-94fe-4652-955b-9236c22ac372 Megadose en 2026-10-07T13:40:03+00:00 Meta, Google DeepMind, and Isomorphic Labs invest $300M and the US invests $500M+ in Zuckerberg-backed Biohub to build open biology datasets for AI training (Krystal Hu/Reuters) https://megadose.ai/i/0efe5130-ecfe-4fd7-9f78-0b2294419ce6 Megadose en 2026-10-07T13:01:06+00:00 Stuut, which uses AI agents to automate enterprise order-to-cash cycles and serves 150+ clients, raised a $52.5M Series B led by Insight, for $93M total funding (Mike Wheatley/SiliconANGLE) https://megadose.ai/i/d40991fa-3997-4020-b5ef-1a3d8d53402b Megadose en 2026-10-07T12:20:04+00:00 Google launches Playground, a browser-based, no-code AI game creation platform available to US users aged 18+, powered by Gemini, Nano Banana, and Lyria (Jay Peters/The Verge) https://megadose.ai/i/5c12e043-a8d1-4e96-8dd2-d66aacd3d4ef Megadose en 2026-10-07T12:17:39+00:00 Sesame updates voice agents with their own computers https://megadose.ai/i/e805c93b-22d4-418f-b5d4-bb95dad9b0e0 Megadose en 2026-10-07T12:15:43+00:00 Claude adds editing in Google Docs, Sheets, and Slides https://megadose.ai/i/b9805f8b-31c6-4878-87c0-6746512c3e5d Megadose en 2026-10-07T12:09:17+00:00 Maket 2.0 brings AI floor plans and 3D home renders https://megadose.ai/i/70a9b143-3a61-43a8-804f-13fa77730f64 Megadose en 2026-10-07T12:00:00+00:00 Helping teens learn, plan, and shape the future of AI