https://megadose.ai/i/59b773b9-85aa-484c-9d56-a0f69d733065 Megadose en 2026-07-07T11:25:01+00:00 Paris-based UMA, founded by ex-Tesla Optimus scientist Rémi Cadene and ex-Google DeepMind researcher Pierre Sermanet, demos its Northstar AI humanoid robot (Benoit Berthelot/Bloomberg) https://megadose.ai/i/b0ac8db8-459a-4ee3-8ea3-f967ff942905 Megadose en 2026-07-07T10:45:00+00:00 Sources: DeepSeek is in the early stages of developing its own AI chip designed for inference, in a bid to reduce its reliance on Nvidia and Huawei hardware (Reuters) https://megadose.ai/i/2c206a97-bffb-470a-81d7-ccd969aa2faf Megadose en 2026-07-07T10:00:01+00:00 UK-based AI infrastructure startup Nscale secures a $900M line of credit to expand its data center buildout across Europe, the US, and the Asia Pacific (Mauro Orru/Wall Street Journal) https://megadose.ai/i/ada2aa0f-76cd-4912-89bb-615419f4048f Megadose en 2026-07-06T23:57:35+00:00 tencent/Hy3 https://megadose.ai/i/44c4d492-f757-4be3-a2c1-8c26a7c1bc53 Megadose en 2026-07-06T23:35:00+00:00 Syntiant, which develops low-power AI processors, files for a US IPO, reporting a $20.9M net loss on $64.5M in revenue for the three months ended March 31 (Pragyan Kalita/Reuters) https://megadose.ai/i/430e4a9b-4e45-4693-af6a-9fc983bab325 Megadose en 2026-07-06T23:21:03+00:00 US investors will soon get access to SK Hynix, another memory maker riding the AI boom https://megadose.ai/i/f87119db-9ef7-416c-8a11-5699dceb1fee Megadose en 2026-07-06T22:15:02+00:00 Anthropic researchers detail J-space, a small set of neural patterns in Claude that reveals internal thoughts that don't appear in the model's output (Anthropic) https://megadose.ai/i/3c6d42b7-c9a0-45bb-8ff8-5e97fdbf40f6 Megadose en 2026-07-06T17:59:59+00:00 From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model https://megadose.ai/i/1c4a3478-0517-4875-8d05-e6c087868934 Megadose en 2026-07-06T17:59:58+00:00 Weak-to-Strong Generalization via Direct On-Policy Distillation https://megadose.ai/i/9b7dbbd0-65a1-4a7a-b947-3cbd2d8dd9b9 Megadose en 2026-07-06T17:59:35+00:00 LLM-as-a-Verifier: A General-Purpose Verification Framework https://megadose.ai/i/f8a72a16-5c6e-45ca-9b66-397137e0254c Megadose en 2026-07-06T17:56:12+00:00 Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation https://megadose.ai/i/e4e6127d-8067-4edb-930f-9632dadd0635 Megadose en 2026-07-06T17:56:11+00:00 What Does a Discrete Diffusion Model Learn? https://megadose.ai/i/da5e3fae-3ce3-49f5-8cd1-62b50602dd42 Megadose en 2026-07-06T17:55:55+00:00 TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning https://megadose.ai/i/922fb1e0-8731-4b41-80d1-2d4b1bd383c0 Megadose en 2026-07-06T17:55:12+00:00 CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents https://megadose.ai/i/77c64b58-a70d-458f-a2d2-afe04d7a3c58 Megadose en 2026-07-06T17:55:05+00:00 Cortex: A Bidirectionally Aligned Embodied Agent Framework for Long-horizon Manipulation https://megadose.ai/i/0da1c217-572e-45fc-af49-6d887c9df2ba Megadose en 2026-07-06T17:53:32+00:00 Fitted Occupancy-Ratio Evaluation without Bellman Completeness https://megadose.ai/i/f94c7e9c-fbba-49b3-b5bd-ebc6be3962ee Megadose en 2026-07-06T17:47:31+00:00 GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks https://megadose.ai/i/818b9d02-aea6-4a64-8be8-367b53a8fe44 Megadose en 2026-07-06T17:42:59+00:00 SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models https://megadose.ai/i/226585d4-d07f-411f-85b4-ac68e21eebaa Megadose en 2026-07-06T17:40:54+00:00 REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing https://megadose.ai/i/ece33a64-5463-4b33-8677-259afc3ed728 Megadose en 2026-07-06T17:39:05+00:00 SovereignPA-Bench: Evaluating User-Owned Personal Agents under Evolving Intent, Platform Mediation, and Consent Constraints https://megadose.ai/i/dddce385-2bff-465f-8465-7be89254431f Megadose en 2026-07-06T17:36:28+00:00 Graph Sparse Sampling: Breaking the Curse of the Horizon in Continuous MDP Planning https://megadose.ai/i/1517abcf-90d9-4e6a-be23-85b5246081db Megadose en 2026-07-06T17:33:36+00:00 Faithfulness to Refusal: A Causal Audit of Neuron Selectors https://megadose.ai/i/197a6526-88c6-4cf1-8e21-48398dba7d74 Megadose en 2026-07-06T17:32:01+00:00 Selective Disclosure Watermarking for Large Language Models https://megadose.ai/i/ec066b12-9cc0-4f82-b18c-fa3cd412b4dc Megadose en 2026-07-06T17:31:52+00:00 Multiplayer Interactive World Models with Representation Autoencoders https://megadose.ai/i/cbf6cf7c-6f4c-4dd9-a908-a8539c386959 Megadose en 2026-07-06T17:27:16+00:00 OptiAgent: End-to-End Optimization Modeling via Multi-Agent Iterative Refinement https://megadose.ai/i/f3bb4788-231f-4e1d-a520-5cee0f3573e5 Megadose en 2026-07-06T17:21:16+00:00 TREK: Distill to Explore, Reinforce to Refine https://megadose.ai/i/1eaba0be-246e-4412-9b7e-7f0ea3802aae Megadose en 2026-07-06T17:01:51+00:00 Tencent releases Hy3, a 295B-parameter model that it says is competitive with GLM-5.1 and 5.2, under the Apache 2.0 license, following a preview launch in April (Sam Witteveen/VentureBeat) https://megadose.ai/i/0c94bef5-deca-47aa-9936-c83ec4bfb107 Megadose en 2026-07-06T16:58:05+00:00 Steering Optimisation Trajectories in Diffusion Representation Learning https://megadose.ai/i/3a355b77-68a1-4e34-a040-8dfe7cf94682 Megadose en 2026-07-06T16:56:04+00:00 How Much is Left? LLMs Linearly Encode Their Remaining Output Length https://megadose.ai/i/f418c51d-6087-460f-912a-40725037deab Megadose en 2026-07-06T16:49:10+00:00 Evaluating and Understanding Model Editing for Medical Vision Language Models https://megadose.ai/i/6eb241b2-5996-400c-b730-5ad2d65748af Megadose en 2026-07-06T16:47:44+00:00 OfficeCLI: Office suite for AI agents to read and edit Microsoft Office files https://megadose.ai/i/e9032936-d825-411b-abf6-e065b75ad1ea Megadose en 2026-07-06T16:43:04+00:00 Learning Only What Valid Adapters Can Express: Subspace-Constrained Adaptation Against Fine-Tuning Poisoning https://megadose.ai/i/ac3634c8-d4b3-4844-8ba3-92721a507db7 Megadose en 2026-07-06T16:40:23+00:00 MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution https://megadose.ai/i/33a38b1a-8ebb-459a-a188-e6bf492d7f45 Megadose en 2026-07-06T16:25:01+00:00 Source: Mercor hit over $2B in gross revenue run rate in June, double its pace in April, and is profitable on a free cash flow basis (Julia Hornstein/The Information) https://megadose.ai/i/d5cd17f4-429a-442b-880c-f6ff8f545808 Megadose en 2026-07-06T16:22:37+00:00 Untrusted Content Masking for Web Agents with Security Guarantees https://megadose.ai/i/92473b46-427d-4dec-8a71-4fb4d8a51536 Megadose en 2026-07-06T16:21:34+00:00 ProPS: Prompted Profile Synthesis for Natural Language-Conditioned Speaker Embedding Distributions https://megadose.ai/i/d9aaaa73-b59d-4b69-baca-db9118145b9f Megadose en 2026-07-06T16:20:19+00:00 Adaptive Inference Batching using Policy Gradients https://megadose.ai/i/4a953f60-7b25-4084-9876-5438c25821a9 Megadose en 2026-07-06T16:20:19+00:00 Target-Guided Selective Reweighting for Physics-Informed Neural Network Inverse Problems: A Transfer Learning Approach https://megadose.ai/i/fbf902ac-9650-429f-9bb8-0a82a1c92078 Megadose en 2026-07-06T16:18:05+00:00 Is the Geometry Doing the Work? An Operating-Point Audit of Hierarchy in Hyperbolic Vision-Language Models https://megadose.ai/i/c891c24a-0179-4722-898d-9ea092b2c9d8 Megadose en 2026-07-06T16:04:23+00:00 GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation https://megadose.ai/i/067177fe-2f08-4260-9715-d1650a646b9c Megadose en 2026-07-06T15:59:18+00:00 FUSE: FK-Steered Multi-Modal Flow Matching for Efficient Simulation-Based Posterior Estimation https://megadose.ai/i/84682c49-f170-400c-adeb-7ef170ac2710 Megadose en 2026-07-06T15:59:17+00:00 Privacy-Preserving Robustness Verification for Neural Networks https://megadose.ai/i/8778c037-1a71-4b38-a5d0-f37bbc08a457 Megadose en 2026-07-06T15:57:49+00:00 Streaming Neural Speech Codecs through Time-Invariant Representations https://megadose.ai/i/090aa39a-7750-4f62-8516-bed07cad6b30 Megadose en 2026-07-06T15:50:44+00:00 Optimizing ML Workload Partitioning between CPUs and CIM Accelerators for Heterogeneous Computing https://megadose.ai/i/5f1ae33a-1ebd-4e47-92ef-2a98c5773d73 Megadose en 2026-07-06T15:47:37+00:00 MoP-JEPA: Hard-Assigned Predictor Mixtures for Stochastic JEPA World Models https://megadose.ai/i/791bf0aa-0b07-4fc5-af52-aa949fdd2999 Megadose en 2026-07-06T15:39:30+00:00 Progressive Refinement: An Iterative Pseudo-Labeling Approach for Mandarin-English Code-Switching ASR https://megadose.ai/i/ef219958-950b-4c22-acac-04ffe8d78cc3 Megadose en 2026-07-06T15:01:18+00:00 AMD Ryzen AI Halo – $4k AI Dev Kit https://megadose.ai/i/f075e770-d136-4476-b4eb-5ecdb5132986 Megadose en 2026-07-06T12:25:00+00:00 Anthropic signs a 20-year, $19B lease to use a TeraWulf data center in Kentucky, set to have a ~400MW capacity, with the first power delivery in H2 2027 (CNBC) https://megadose.ai/i/2d41e06b-ae9e-4b1a-b611-4e9fc8243c4a Megadose en 2026-07-06T12:15:22+00:00 AI agent training platform Bespoke Labs raised $40M across a seed led by 8VC and a Series A led by Wing, saying the funding gives it almost two years of runway (Natalie Breymeyer/Axios) https://megadose.ai/i/9dc183bc-a604-4df4-998e-b6acf891c773 Megadose en 2026-07-06T11:50:01+00:00 Filing: Brookfield-backed data center company Csquare seeks to raise up to $1.35B in an IPO, selling 50M shares at $23 to $27 each for an up to $4.18B valuation (Ryan Vlastelica/Bloomberg) https://megadose.ai/i/b4b8b16e-88d9-4cf8-a9ec-3eeab5f92a1a Megadose en 2026-07-06T10:55:01+00:00 Q&A with Agility Robotics CEO Peggy Johnson on why the startup is going public via SPAC, the physical layer as its proprietary advantage, safety, and more (Connie Loizos/TechCrunch) https://megadose.ai/i/5fa9de6c-121b-46ab-8c99-a03d8e349c07 Megadose en 2026-07-06T09:35:01+00:00 SK Hynix launches a US share sale to raise ~$28B; the company plans to sell 17.79M new shares, with the specific price range expected to be revealed later today (Reuters) https://megadose.ai/i/a247c3aa-f866-4c2e-80c1-6743de0b31d8 Megadose en 2026-07-06T05:35:01+00:00 SemiAnalysis: Nvidia delays its next-gen AI rack system Kyber NVL144 by 12+ months to 2028 due to PCB manufacturing issues, and cancels its NVL72x2 architecture (Anniek Bao/CNBC) https://megadose.ai/i/d7a772aa-1a47-4973-84b9-4c839c4c8812 Megadose en 2026-07-06T05:05:01+00:00 Shanghai-based AI chipmaker Biren raises ~$892.5M in a new share sale to boost GPU production; Biren's stock is up 150%+ since its January Hong Kong IPO (Ann Cao/South China Morning Post) https://megadose.ai/i/6391e4bf-a631-4209-ab53-a2755aa216f2 Megadose en 2026-07-06T00:00:00+00:00 Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval https://megadose.ai/i/e528bd1c-1063-4a15-b46d-1e91ba396fd3 Megadose en 2026-07-06T00:00:00+00:00 InternVLA-A1.5: Unifying Understanding, Latent Foresight, and Action for Compositional Generalization https://megadose.ai/i/0901cfe3-0118-4e7e-ad8a-81362c9ac4e4 Megadose en 2026-07-06T00:00:00+00:00 EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments https://megadose.ai/i/85c810a6-45eb-4927-8b30-a14aad4111ad Megadose en 2026-07-06T00:00:00+00:00 Multiplayer Interactive World Models with Representation Autoencoders https://megadose.ai/i/ff341fe3-142c-47db-a022-70a5d6c397b7 Megadose en 2026-07-06T00:00:00+00:00 Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models https://megadose.ai/i/3e68f4cb-d804-49f7-a0e6-556f0dc1909d Megadose en 2026-07-06T00:00:00+00:00 PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space https://megadose.ai/i/ff43e191-a6c7-4d43-af6a-08e301ff81ed Megadose en 2026-07-06T00:00:00+00:00 Vision Pretraining for Dense Spatial Perception https://megadose.ai/i/a39c46f5-bb7d-4b69-ad17-a2d13e17153b Megadose en 2026-07-05T23:03:55+00:00 Does Code Cleanliness Affect Coding Agents? https://megadose.ai/i/f36ef57d-9b90-469a-94e1-22f1b2ba6447 Megadose en 2026-07-05T22:20:02+00:00 Tesla rolls out its Robotaxi service without a safety monitor in Miami, its fifth city, as it aims to expand to a dozen US states by the end of 2026 (Grace Kay/The Information)