https://megadose.ai/i/b341ec47-6ebc-4e61-9e71-a5948adda496 Megadose en 2026-07-28T11:20:02+00:00 Sources: Amazon overhauls its AI strategy, deprecating several flagship Nova AI models, as it shifts resources to its Frontier Model Research initiative (Eugene Kim/Business Insider) https://megadose.ai/i/bf74fc18-f124-4e71-adc8-b949e3f73774 Megadose en 2026-07-28T10:15:01+00:00 Baidu begins testing its purpose-built Apollo Go RT6 robotaxis with human safety operators in outer London; Baidu plans to deploy the taxis on Lyft's Freenow (Kirsten Korosec/TechCrunch) https://megadose.ai/i/b84adbd5-bcba-4836-8913-8693acbb0693 Megadose en 2026-07-28T09:55:01+00:00 Meta and BlackRock form a strategic venture to develop a 1GW data center campus in El Paso, set to cost ~$14B and bring capacity online starting in 2028 (Meta Newsroom) https://megadose.ai/i/b544351a-14fb-42d0-803a-8504aa87eec6 Megadose en 2026-07-28T09:40:02+00:00 Sources: Nvidia signs leases worth up to $50B for Hut 8's planned 1GW data center in Texas, hosting hundreds of thousands of chips; Hut 8 didn't name its client (Financial Times) https://megadose.ai/i/cb3aece7-822c-42c9-bc0c-f017750bada5 Megadose en 2026-07-28T09:18:57+00:00 Samsung’s chip workers are jumping ship to rival SK Hynix https://megadose.ai/i/c97562a9-3259-4cad-af70-672be5505521 Megadose en 2026-07-28T06:20:13+00:00 [AINews] Much ado about Open Weights https://megadose.ai/i/7fe34115-e334-453c-b945-05479be6c510 Megadose en 2026-07-28T04:30:00+00:00 Cursor makes its biggest India push yet ahead of SpaceX acquisition with localized pricing https://megadose.ai/i/6f5fd5c7-c7ad-4796-9b07-dbb54dd598e5 Megadose en 2026-07-28T02:05:01+00:00 At market open, Korean chipmakers' stocks plunged, with Samsung Electronics dropping 9%+, SK Hynix down 11%+, and the Korea Composite Stock Price Index down 8%+ (Youkyung Lee/Bloomberg) https://megadose.ai/i/943ef48c-a314-4043-96c9-1185511a5c1b Megadose en 2026-07-27T23:39:04+00:00 moonshotai/Kimi-K3 https://megadose.ai/i/7f689051-6eae-4ed6-bfc9-69988df1862d Megadose en 2026-07-27T22:46:28+00:00 Kimi K3 Now Available via Telnyx Inference API https://megadose.ai/i/053588f1-b1ea-44dd-b929-424eb7f79e91 Megadose en 2026-07-27T21:55:01+00:00 Cadence reports Q2 revenue up 24.2% YoY to $1.58B and raises its annual revenue forecast to between $6.26B and $6.34B vs. $6.21B est.; CDNS up 4%+ after hours (Reuters) https://megadose.ai/i/47d63016-4db8-4c79-9320-51dc1291b88e Megadose en 2026-07-27T20:15:00+00:00 French carrier Orange and infrastructure investor Morrison agree to create a data center platform in France targeting 400 MW, backed by a €3B investment program (Molly Schuetz/Bloomberg) https://megadose.ai/i/50b88ac1-8d19-4156-a5d3-b225812e1795 Megadose en 2026-07-27T18:32:11+00:00 Microsoft launches its first cybersecurity model, plus a new agentic cybersecurity system https://megadose.ai/i/79b89a7b-eb63-4472-bfd3-88263f0324f6 Megadose en 2026-07-27T17:59:49+00:00 ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding https://megadose.ai/i/9eee8e94-315a-476b-9b7f-3ca61ffe6534 Megadose en 2026-07-27T17:59:36+00:00 Certified Parallel-in-Time Sinkhorn for Dynamic Entropic Optimal Transport https://megadose.ai/i/e842eb80-1af5-4099-b4b9-3cf1ee71da07 Megadose en 2026-07-27T17:57:02+00:00 Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation https://megadose.ai/i/b3cbdc0b-940b-442b-a0ac-f6a32fc3857d Megadose en 2026-07-27T17:54:12+00:00 DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data https://megadose.ai/i/cd4f9084-b7c4-4c20-87ec-96d4a5ffaba0 Megadose en 2026-07-27T17:46:43+00:00 ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagrams https://megadose.ai/i/60e27942-bc38-4649-8201-757b677184f5 Megadose en 2026-07-27T17:34:09+00:00 Denial of Deadline: Network-Driven Accuracy Collapse in Distributed Inference Pipelines https://megadose.ai/i/4463abeb-d1cb-4207-8d1b-4c48e752b79a Megadose en 2026-07-27T17:14:48+00:00 Causal-TS: A Python Library for Causal Discovery in High-Dimensional and Nonstationary Time Series https://megadose.ai/i/6bfbe3b3-6fde-4237-8caf-aa11ffe88fac Megadose en 2026-07-27T17:10:00+00:00 Microsoft says MAI-Cyber-1-Flash and MDASH, its vulnerability identification harness, deliver "world-class performance at 50% of the cost of leading models" (Microsoft AI) https://megadose.ai/i/ffaebe4b-58e5-4fc9-bb85-d128fb37a328 Megadose en 2026-07-27T17:08:27+00:00 Eviction as Estimation: A Fixed-Lag Smoothing View of Test-Time Memory, and When Measuring Beats Accumulating https://megadose.ai/i/5ac50dcf-2d2f-425c-aad5-ff3918746d15 Megadose en 2026-07-27T17:05:04+00:00 MMOE: Modernizing Diffusion Transformers with Efficient Expert Design https://megadose.ai/i/f6ed9cf6-697e-4747-8452-acbb3a1bb51b Megadose en 2026-07-27T17:01:30+00:00 A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility https://megadose.ai/i/8e27c4ff-20ac-4fe6-b8b5-f74f3ccac3f5 Megadose en 2026-07-27T16:59:57+00:00 When Can You Correct Distribution Drift in Temporal Graph Generation? A Sharpening--Drift Tension and an Impossibility for Observation-Based Correction https://megadose.ai/i/1d9b588c-c6ec-424e-98b4-4a58e08c90c3 Megadose en 2026-07-27T16:55:01+00:00 Sources: Nvidia has committed to invest $5B in Ilya Sutskever's SSI; the startup has previously raised about $3B in funding and was valued at $32B last year (Shirin Ghaffary/Bloomberg) https://megadose.ai/i/bc8b66ae-1c89-4401-aca8-cb3d94ef212d Megadose en 2026-07-27T16:50:03+00:00 Microsoft introduces MAI-Cyber-1-Flash, an AI model trained for cybersecurity, and launches Perception, an agentic security system to patch vulnerabilities (New York Times) https://megadose.ai/i/67396d72-6342-4096-8191-0920e35b85ad Megadose en 2026-07-27T16:49:54+00:00 Kimi K3: Open Frontier Intelligence https://megadose.ai/i/f3e1e977-8fec-48bb-9934-a69c9ad651e9 Megadose en 2026-07-27T16:49:36+00:00 Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels https://megadose.ai/i/0952ad11-e088-435a-b39e-d05c01f1d3e6 Megadose en 2026-07-27T16:46:33+00:00 Efficiency Matters in Autonomous Research https://megadose.ai/i/b0e5bf42-4450-4f70-b079-8401481c88ec Megadose en 2026-07-27T16:45:24+00:00 Threads users can now chat with Meta AI in their DMs https://megadose.ai/i/1e6ecde5-6b53-4923-b6cd-677d6c8d70c4 Megadose en 2026-07-27T16:45:08+00:00 Sparse Autoencoders Encode Both Concepts and Functions: The Downstream Geometry of Feature Effects https://megadose.ai/i/5b741872-ad44-465c-955c-537fe7281c52 Megadose en 2026-07-27T16:30:04+00:00 Moonshot AI releases model weights for Kimi K3 under the "Kimi K3 License" (Bloomberg) https://megadose.ai/i/db8b77ec-f2cb-4317-bc2f-a62f25973ecd Megadose en 2026-07-27T16:19:45+00:00 Agentic Permissions Policy Algebra for Taint Confinement in LLM Agents https://megadose.ai/i/e6e0514e-1e32-4570-a7b6-a57cd82b6e49 Megadose en 2026-07-27T16:10:00+00:00 ASML shares fall 7%+ after a report that a Chinese state-backed company has begun manufacturing DUV machines; Applied Materials fell 6.5%+ and Lam Research 7%+ (Sarah Jacob/Bloomberg) https://megadose.ai/i/e0fea210-1f39-4ed3-bb1c-190d374ba98b Megadose en 2026-07-27T16:05:23+00:00 Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair https://megadose.ai/i/efee7e12-cccd-4bf1-b20f-8fb40ec7ad82 Megadose en 2026-07-27T15:58:07+00:00 PIVOT: Efficient Query-Group Indexing for Token-Level Sparse Attention https://megadose.ai/i/3e1b8930-b978-424d-8798-5a90b9a7e913 Megadose en 2026-07-27T15:53:19+00:00 SIREN: Towards End-to-End Extreme-Weather Early Warning with Experience-Grounded LLM Agents https://megadose.ai/i/1db80ba4-b39a-49a6-aaa1-bf305cbce429 Megadose en 2026-07-27T15:52:33+00:00 D-Score: A Spectral Hidden-State Signal for Hallucination Detection in Large Language Models https://megadose.ai/i/ba8a6071-37cc-4086-9627-1a8c3ec6a6eb Megadose en 2026-07-27T15:51:41+00:00 From Data to Device: ELMOD An Efficient German-First 2.7B Language Model for Mobile Inference https://megadose.ai/i/44fe5c5c-a1d8-4aa8-b5e4-dc861a5729fa Megadose en 2026-07-27T15:49:42+00:00 CADER: Confidence-Aware Dynamic Evidence Reasoning for Long-Video Understanding https://megadose.ai/i/3a2850d5-8b3d-44d9-8337-64cc1a02c9c6 Megadose en 2026-07-27T15:38:29+00:00 LLM-SoccerArena: Benchmarking LLMs on Real-World Predictions in Sports https://megadose.ai/i/617de41c-1b0f-4ecd-95f9-6609a3e28ac7 Megadose en 2026-07-27T15:36:21+00:00 The Visual Bottleneck: Sparse-Frame Adaptation of MLLMs for Joint Spatial-Temporal Video Grounding https://megadose.ai/i/7e957b0e-3f47-4253-b8a7-32b4de0f6a92 Megadose en 2026-07-27T15:31:59+00:00 Hierarchical Group-Conditional Conformal Risk Control for Selective Prediction in Language Models https://megadose.ai/i/8cd3db50-ecbd-4c5f-834b-a405ebfc677c Megadose en 2026-07-27T15:31:23+00:00 EgoPlay: Event-Triggered Video Editing for Egocentric Streams https://megadose.ai/i/9556774b-5d68-42ab-ba50-8f71cd2ba462 Megadose en 2026-07-27T15:28:52+00:00 LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding https://megadose.ai/i/3f4fc584-d4a7-4778-8f8f-2ca62fbc4fc8 Megadose en 2026-07-27T15:05:00+00:00 Enigma, which runs large-scale experiments exploring how humans interact with robots, emerges from stealth with a $70M seed led by Index Ventures and Ribbit (Marina Temkin/TechCrunch) https://megadose.ai/i/df771959-05df-49d6-a784-23a2e1adaef8 Megadose en 2026-07-27T14:50:00+00:00 Nvidia says it made a "substantial" investment in Safe Superintelligence, which will get access to Nvidia GPUs to up computing power by an "order of magnitude" (Keach Hagey/Wall Street Journal) https://megadose.ai/i/3bec2a0c-acac-4147-8896-c089d7756d49 Megadose en 2026-07-27T13:00:00+00:00 Enigma raises $70M to make controlling a robot as easy as adjusting the volume https://megadose.ai/i/3e9073c9-1b03-472a-9fb8-5d529ae8ef1c Megadose en 2026-07-27T12:50:01+00:00 Way Security, which uses AI automation and agentic workflows to help deploy IAM systems, raised a $20M seed from Insight Partners and Glilot Capital (Chris Metinko/Axios) https://megadose.ai/i/3e19c23e-7683-4ad5-929d-a88f2d7bc455 Megadose en 2026-07-27T09:45:00+00:00 Spain-based Multiverse Computing, which shrinks LLMs to reduce energy and compute costs, raised a $570M Series C at a $1.7B valuation (Amelia Isaacs/Pathfounders) https://megadose.ai/i/7f10797d-14e3-405f-8ccf-17457b3cea5d Megadose en 2026-07-27T06:18:10+00:00 Kimi-K3 Releases on HuggingFace 7/27 https://megadose.ai/i/fce5d2ab-ff73-4562-9da3-2c6340ff39fb Megadose en 2026-07-27T02:55:01+00:00 CXMT shares jumped as much as 470% in its Shanghai debut, giving the memory chipmaker a ~$487B market cap, making it the most valuable China-listed company (Jenny Lee/CNBC) https://megadose.ai/i/fe10bac4-8a6a-44b3-b09a-6ead7b3a814a Megadose en 2026-07-27T00:55:01+00:00 Dealroom: defense giants such as Lockheed Martin have participated in a record $4.1B worth of VC rounds YTD, as drones and autonomous systems transform warfare (Financial Times) https://megadose.ai/i/9f22c71e-5187-4fb3-b722-4cc866a5c05b Megadose en 2026-07-27T00:00:00+00:00 ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding https://megadose.ai/i/18b8553f-9b58-48f4-b44b-f5696b88c1ad Megadose en 2026-07-27T00:00:00+00:00 Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification https://megadose.ai/i/1b400781-dd0b-4cfa-9a90-85f97d14bf18 Megadose en 2026-07-27T00:00:00+00:00 The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation https://megadose.ai/i/a1a4a72b-f3b7-4f87-90b2-f5c7c7578682 Megadose en 2026-07-27T00:00:00+00:00 Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels https://megadose.ai/i/209cc50d-4bae-4939-9da9-5ba664aa94bf Megadose en 2026-07-27T00:00:00+00:00 FilmBench: A Film-Grade Benchmark for Cinematic Video Generation https://megadose.ai/i/91214fd8-c1ef-49c7-9f36-b32f3df4970a Megadose en 2026-07-27T00:00:00+00:00 Kimi K3: Open Frontier Intelligence https://megadose.ai/i/de22b7d8-68e8-40b2-9ac4-a4b7abc0ddf3 Megadose en 2026-07-27T00:00:00+00:00 DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes https://megadose.ai/i/faeb77a1-3e96-4ab8-b116-1125bfa9a1b9 Megadose en 2026-07-27T00:00:00+00:00 From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search https://megadose.ai/i/3bd6d647-3123-4f38-9046-4fbb9bbfe97f Megadose en 2026-07-26T23:35:02+00:00 Sources: Nvidia is in talks to provide a ~$250B backstop for OpenAI as part of a 10GW data center project that SoftBank is developing in Ohio (Wall Street Journal) https://megadose.ai/i/6d6edba1-aaa1-40f2-968a-acf062b70244 Megadose en 2026-07-26T21:58:28+00:00 0xwilliamortiz/openclaude-improved https://megadose.ai/i/f0c512b4-36eb-4762-a2b4-bef59c72fa10 Megadose en 2026-07-26T19:35:00+00:00 Once hailed as an AI visionary, Satya Nadella faces pressure as a compute crunch forces Microsoft to prioritize its own AI products over Azure cloud customers (Ashley Stewart/Business Insider)