https://megadose.ai/i/b07de104-5fa8-4586-b812-690f931ac870 Megadose en 2026-08-12T12:50:05+00:00 Thrive Capital's Thrive Holdings, which acquires traditional service businesses and adds AI, raised $2B from SoftBank, D1, and others at a $12B valuation (Michael J. de la Merced/New York Times) https://megadose.ai/i/b1eda2ab-2d9c-4479-9525-47192a48f90d Megadose en 2026-08-12T12:30:03+00:00 Amsterdam-based neocloud Nebius reports Q2 cloud revenue up 514% YoY to $575M and total revenue of $582M, above $557M est.; NBIS rises 15%+, and is up 131% YTD (Paula Doenecke/Bloomberg) https://megadose.ai/i/61015505-54ae-442f-90f3-e2c87b6c5e12 Megadose en 2026-08-12T12:00:41+00:00 Skan AI, which is building a "context graph of work" by observing staff using enterprise software, raised a $63M Series C co-led by Cathay Innovation and Dell (Michael Nuñez/VentureBeat) https://megadose.ai/i/3e289b00-fea7-4800-86eb-7f84e43cf751 Megadose en 2026-08-12T11:10:01+00:00 AI code-testing startup Blacksmith raised a $45M Series B led by Peak XV Partners at a $550M valuation, up from $60M after it raised a $10M Series A in 2025 (Jagmeet Singh/TechCrunch) https://megadose.ai/i/3e3cd814-9316-4b6f-95e1-5b97b1b50345 Megadose en 2026-08-12T11:00:00+00:00 AI code-testing startup Blacksmith’s valuation jumps almost 10x in less than a year https://megadose.ai/i/305eca29-8ab6-434e-b0c3-a2cd4594e800 Megadose en 2026-08-12T10:30:00+00:00 A look at the challenges facing incoming Google DeepMind head Koray Kavukcuoglu, who joined DeepMind in 2012 and will oversee Gemini and frontier AI research (Kai Nicol-Schwarz/CNBC) https://megadose.ai/i/f20b5a95-a926-482f-86c9-f5a87a02063f Megadose en 2026-08-12T10:15:14+00:00 Former Alibaba star researcher Junyang Lin launches Shanghai-based Pragmatik Labs to build digital and physical AI agents; Pragmatik hit a $2B valuation in June (Juro Osawa/The Information) https://megadose.ai/i/b51acd40-5cec-4f2f-9d67-be50ab37d20d Megadose en 2026-08-12T10:05:02+00:00 Foxconn reports Q2 revenue up 41% YoY to ~$78.4B, with cloud and networking products contributing 50%+ for the first time, and net profit up 35% to ~$1.86B (Sherry Qin/Wall Street Journal) https://megadose.ai/i/03e47266-073c-4753-9015-3823d3ccee81 Megadose en 2026-08-12T09:37:37+00:00 Stockholm-based AI coding startup Lovable raised $400M at a $13.3B valuation, up from $6.6B in December 2025, becoming one of Europe's most valuable startups (Ben Dummett/Wall Street Journal) https://megadose.ai/i/6844a210-7faa-43bf-b76a-c869d9fd02ed Megadose en 2026-08-12T08:30:03+00:00 Sources: AI coding startup Cognition is in early talks with investors to raise $1B+ at a $40B+ valuation, after raising $1B at a $26B valuation in May (Rebecca Torrence/Bloomberg) https://megadose.ai/i/08d0ebdf-f144-4149-b5f7-7f1b83bf1445 Megadose en 2026-08-11T22:55:01+00:00 OpenAI launches a ChatGPT desktop app for Linux in preview, supporting ChatGPT Work, Codex, and more; Computer Use outside the in-app browser is not available (Frederic Lardinois/The New Stack) https://megadose.ai/i/212a09af-3b69-4b8b-a884-317cd4895129 Megadose en 2026-08-11T22:40:45+00:00 Stealing Reasoning Traces from Proprietary LLM APIs https://megadose.ai/i/4dd45bfe-191b-4664-b4c8-e20f1f094a69 Megadose en 2026-08-11T21:45:01+00:00 Accel raised $3.5B in funds for early-stage investments, including a $1.35B global expansion fund for larger early-stage rounds and rapid follow-on investments (Natasha Mascarenhas/Bloomberg) https://megadose.ai/i/3fe2c4d1-3132-4133-99ec-f70f3da99343 Megadose en 2026-08-11T20:55:02+00:00 Sources: former OpenAI Chief Product Officer Kevin Weil is aiming to raise $150M for a new AI science startup, seeking a valuation of at least $750M (Business Insider) https://megadose.ai/i/da02ed54-6061-4ae2-b416-d05820435617 Megadose en 2026-08-11T20:40:00+00:00 CoreWeave reports Q2 revenue up 112% YoY to $2.58B, vs. $2.56B est., and a $104B revenue backlog, with 1.5 GW of contracted power; CRWV jumps 9%+ after hours (Jordan Novet/CNBC) https://megadose.ai/i/62a80512-05d8-4994-9520-cb08c6555c0a Megadose en 2026-08-11T20:30:01+00:00 Super Micro reports Q4 revenue up 93% YoY to $11.1B, vs. $11.3B est., and forecasts Q1 and FY 2027 revenue above estimates; SMCI jumps 9%+ after hours (Dina Bass/Bloomberg) https://megadose.ai/i/77dcbdbe-5831-4d5a-ae35-bfb66588782b Megadose en 2026-08-11T20:20:37+00:00 Filings show Uber divested from long-time partner Serve Robotics in Q2, as the companies clash over how to deploy delivery robots; Serve has a DoorDash deal (Natalie Lung/Bloomberg) https://megadose.ai/i/c32044bc-8f36-420a-9d0f-667691a5dd4d Megadose en 2026-08-11T19:15:35+00:00 OpenAI launches ChatGPT desktop app for Linux https://megadose.ai/i/0d21e80e-1cf6-427d-8290-80abdaac0a36 Megadose en 2026-08-11T17:59:13+00:00 Surgical WAM: A World-Action Model for Data-Efficient Surgical Robot Learning https://megadose.ai/i/e94330ff-746d-47e0-a160-c60ea9b9151d Megadose en 2026-08-11T17:55:59+00:00 Beyond a Bag of Features: Set-Level Instability in Sparse Autoencoders https://megadose.ai/i/a2c3cd28-7653-4983-b106-7407ab86ad31 Megadose en 2026-08-11T17:53:48+00:00 Long-Horizon AI Research for Grothendieck Constant: A Case Study in Human-AI Mathematical Collaboration https://megadose.ai/i/29d11215-4ae5-4460-84ec-05b616847a0a Megadose en 2026-08-11T17:50:25+00:00 Test-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation https://megadose.ai/i/6459a2a8-027c-46e0-aba4-c59b2e300ff2 Megadose en 2026-08-11T17:41:39+00:00 How to Verify Consistency of Probabilistic Claims https://megadose.ai/i/2d18f079-9ff3-4353-be28-da41659467ac Megadose en 2026-08-11T17:41:34+00:00 Brad Lightcap, OpenAI’s longtime COO, is leaving to ‘start something new’ https://megadose.ai/i/8ea4b9d1-82fc-4fda-9b37-b0bbe0ca88e3 Megadose en 2026-08-11T17:41:22+00:00 General Catalyst leads $1.1B round into 2-month-old River AI https://megadose.ai/i/4482927c-d34e-4f13-a0f9-06d080162c26 Megadose en 2026-08-11T17:40:00+00:00 SpaceXAI rolls out Grok Bot AI agent app in beta on Mac, iOS, Windows, and Linux, initially for SuperGrok Heavy, Cursor Ultra, and Cursor Teams Premium users (Zac Hall/9to5Mac) https://megadose.ai/i/baabf422-61dd-42d0-a490-d26111280636 Megadose en 2026-08-11T17:28:52+00:00 MultiModal Code-Switching: Interleaving Visual Objects into Language for Explicit Object-Level Alignment https://megadose.ai/i/ff9213ff-a28c-45cc-93e1-7378337af637 Megadose en 2026-08-11T17:12:08+00:00 DACRI: Decision-Aware Causal Intervention Ranking for Critical Supply Chains https://megadose.ai/i/dfaf668d-ed5d-4484-ae70-512f8868981a Megadose en 2026-08-11T17:10:50+00:00 Scheduling Mixed RL Rollouts Beyond Prefix Locality https://megadose.ai/i/cf9d76b0-4f0e-4cee-9890-6fbc06973381 Megadose en 2026-08-11T17:05:26+00:00 The Illusion of Cross-Lingual Safety in Low-Resource Languages https://megadose.ai/i/34bb71a2-1286-4de1-a24b-77b290bf3e59 Megadose en 2026-08-11T17:04:46+00:00 Advancing AMIE towards expert-level audio-visual clinical consultations https://megadose.ai/i/867bc2ba-6640-4131-a8cb-a9e6c6347d8d Megadose en 2026-08-11T16:59:02+00:00 Attention-Path Fragility as an Uncertainty Signal in Large Language Models https://megadose.ai/i/28647923-f47e-440d-9ce6-ddd55d431bc1 Megadose en 2026-08-11T16:58:38+00:00 sLTN: Structural Logic Tensor Networks https://megadose.ai/i/eb1e6401-650c-4108-8e2f-ea3c5c3864a5 Megadose en 2026-08-11T16:34:47+00:00 AlbumentationsX: One Augmentation Pipeline for Images and Related Annotations https://megadose.ai/i/c2e5568f-a935-4262-a58a-376f99a484cb Megadose en 2026-08-11T16:31:16+00:00 Brad Lightcap, who most recently led OpenAI's special projects division and formerly was its COO, says he is leaving the company "to start something new" (Stephanie Palazzolo/The Information) https://megadose.ai/i/dd30a7d1-47d7-4f13-9388-163417033f7d Megadose en 2026-08-11T16:25:20+00:00 An unreleased Anthropic model made progress on one of math’s biggest unsolved problems https://megadose.ai/i/bee0bf16-7f7f-41dd-a9b4-86d4608c209e Megadose en 2026-08-11T16:22:47+00:00 Two-stage Odd Residual Flows for Mean-Preserving Probabilistic Time Series Forecasting https://megadose.ai/i/5073cb97-824b-4336-bc27-140457be6025 Megadose en 2026-08-11T16:18:34+00:00 Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents https://megadose.ai/i/7ea68efc-7e2c-488d-9c42-96de0e1796fd Megadose en 2026-08-11T16:00:55+00:00 Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding https://megadose.ai/i/14fe954e-717e-40da-bca4-1176eafd2ac3 Megadose en 2026-08-11T16:00:00+00:00 Introducing CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement https://megadose.ai/i/69478c32-b7c1-4700-86c1-39f56b5c2a8a Megadose en 2026-08-11T15:41:19+00:00 SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure https://megadose.ai/i/dd0e3750-185a-4490-b6e9-ffb6e8178306 Megadose en 2026-08-11T15:32:15+00:00 Quantum Coordination Advantages in AI State-Tracking Tasks: Semantic Compilation and Latent Memory https://megadose.ai/i/29a33e53-46d3-403c-b082-67310e806685 Megadose en 2026-08-11T15:29:01+00:00 Batch Size or Negatives? A Selection Rule for Memory-Constrained Recommender Training https://megadose.ai/i/f5db0309-cfad-4e6f-b788-b0e8646105ca Megadose en 2026-08-11T15:22:16+00:00 Efficient Hypergradient Descent for Inverse Reinforcement Learning https://megadose.ai/i/c93bb3b0-250e-450e-86a8-44081e0ea7da Megadose en 2026-08-11T15:18:47+00:00 V-FiLLM: Verified Financial LLM Reasoning Benchmark https://megadose.ai/i/a29104c1-a7c4-4014-9f5d-6fe3bcad4503 Megadose en 2026-08-11T15:18:07+00:00 ReRound: Reconstructive Rounding to Resolve Midpoint Ambiguity in Calibration-Free LLM Quantization https://megadose.ai/i/b21c08f5-910e-4509-b297-d60b73631210 Megadose en 2026-08-11T15:12:14+00:00 SCOUT: Symmetric Consensus Outlier Detection for Failure Localization in LLM Pre-Training https://megadose.ai/i/2314ba6f-af8d-485e-a95d-085cd1db4e55 Megadose en 2026-08-11T15:07:28+00:00 Mapping and Measuring the Behavioral Evolution of Large Language Models https://megadose.ai/i/79952d12-b785-4049-924b-a0fe89c255b3 Megadose en 2026-08-11T15:05:24+00:00 Data Attribution of Emergent Misalignment with Persona Features https://megadose.ai/i/478347a3-dcf4-4982-be74-4761846dc5e6 Megadose en 2026-08-11T15:02:11+00:00 Workflow Cards: Structured Summaries of Workflow Executions Using Provenance Data https://megadose.ai/i/95515e8e-10b0-4592-8d1b-b83d7508c598 Megadose en 2026-08-11T15:01:29+00:00 Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond https://megadose.ai/i/2c764541-a7df-46ba-b84a-14a236eac102 Megadose en 2026-08-11T15:00:46+00:00 DEFT: Data-Efficient Frequency-domain Top-k Sampling via Inverse Discrete Fourier Transform for Spatiotemporal Dynamical Systems Modeling https://megadose.ai/i/d95bbef6-e54d-49a5-8fa9-8a5ebc06d25a Megadose en 2026-08-11T15:00:15+00:00 R4DSG: Relative 4D Scene Graph Memory for Object-Centric Question Answering in Long Egocentric Video https://megadose.ai/i/cab2a3fa-2b62-4b65-ae30-d67b01f8a003 Megadose en 2026-08-11T14:58:31+00:00 Gromov-Wasserstein Quantization and Clustering: Structure, Rates, and Algorithms https://megadose.ai/i/bbc55e92-64b2-4ada-af5b-1808846251f0 Megadose en 2026-08-11T14:50:08+00:00 Information Bottleneck under Perfect Privacy https://megadose.ai/i/0c1c5fc7-f8b9-4a1c-8c24-66e20440819f Megadose en 2026-08-11T14:49:23+00:00 On the Limitations of Cross-Lingual Consistency in Multilingual Text-to-image Generation https://megadose.ai/i/b392e5a9-85da-44f3-917c-d0247f4496d7 Megadose en 2026-08-11T14:30:02+00:00 Source: Trajectory, founded by ex-DeepMind, Apple, OpenAI, and Meta staffers to build continual learning models, raised $40M led by Sequoia at a $300M valuation (Stephanie Palazzolo/The Information) https://megadose.ai/i/f6099157-a822-422c-8c04-f5d92613660e Megadose en 2026-08-11T14:05:04+00:00 Manus says it will "soon return to operating as an independent company", implying it is close to finalizing the reversal of its acquisition by Meta (Jing Yang/The Information) https://megadose.ai/i/98131bed-c139-46bf-8622-dc5a2f31b2c1 Megadose en 2026-08-11T13:26:02+00:00 Nvidia Nemotron 3.5 Lightning https://megadose.ai/i/b1de03ef-604b-488c-90ed-36f781e81d8a Megadose en 2026-08-11T13:22:00+00:00 Stealing Reasoning Traces from Proprietary LLM APIs https://megadose.ai/i/dd07a436-8d82-4ebc-bb5b-cb69a1d303c2 Megadose en 2026-08-11T13:20:05+00:00 Nvidia releases Nemotron 3.5 Lightning, an open 30B-parameter MoE model that it says delivers up to 4x faster output speeds, and an agentic AI model router (Kyt Dotson/SiliconANGLE) https://megadose.ai/i/9914c55f-d954-44f1-8abc-5fc522c44206 Megadose en 2026-08-11T12:40:01+00:00 IBM and Together AI sign a $240M, multi-year deal to build an AI inference cluster on IBM Cloud, using Nvidia's HGX B300 systems, to support open-source models (Anhata Rooprai/Reuters) https://megadose.ai/i/877628fc-c236-4ec8-97fe-ce5286846859 Megadose en 2026-08-11T12:23:07+00:00 OpenAI’s head of ethics leaves less than a year after joining https://megadose.ai/i/330a165a-339f-45f2-9f33-01ddea6045cc Megadose en 2026-08-11T11:20:00+00:00 xAI co-founder Igor Babuschkin's River AI raised $1B led by General Catalyst to build home or small business computer servers capable of running AI locally (Cade Metz/New York Times) https://megadose.ai/i/fb4034dc-1c91-4c59-9a03-af6a894951ef Megadose en 2026-08-11T10:00:00+00:00 Daybreak models are now available on AWS https://megadose.ai/i/1e0677c5-ccaf-4d08-8f7a-46a329d6d553 Megadose en 2026-08-11T09:40:01+00:00 Intel raised $20B in an upsized share sale, up from the $15B it was targeting; sources say the sale drew $100B+ in demand; INTC is up ~146% in 2026 so far (Bloomberg) https://megadose.ai/i/23ea4840-592b-4d62-9a2b-69ac52ef32ed Megadose en 2026-08-11T05:16:41+00:00 [AINews] Muse Glimmer and Spark: Open Weights return Personal Superintelligence promise https://megadose.ai/i/a9e899be-28f5-4189-be3a-470a91f825ec Megadose en 2026-08-11T04:45:01+00:00 Sources: Anthropic is courting investors for what could be the biggest IPO ever, touting rapid growth and plans to address mounting public backlash against AI (Wall Street Journal) https://megadose.ai/i/223b6deb-daae-4b45-b4a5-9db66a40eb83 Megadose en 2026-08-11T02:31:08+00:00 Sources: Anthropic agreed to a 20-year, $9.1B compute deal with Riot Platforms for 191 MW of capacity at a Rockdale, TX campus; RIOT jumps ~25% after hours (Shirin Ghaffary/Bloomberg) https://megadose.ai/i/bef54c31-a768-4659-a9af-620a6420f640 Megadose en 2026-08-11T01:22:09+00:00 H3-metal – Native MiniMax-H3 inference for Apple Silicon https://megadose.ai/i/27263485-11d5-4f8f-8685-86d4c8567ee2 Megadose en 2026-08-11T00:03:18+00:00 OpenAI reportedly completed a $7 billion employee tender offer https://megadose.ai/i/cafe51e6-04aa-42cd-a13d-ec636390d14f Megadose en 2026-08-11T00:00:00+00:00 DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation https://megadose.ai/i/7ac87067-806e-4716-83f5-ad7dc714db98 Megadose en 2026-08-11T00:00:00+00:00 AdvFD: Boosting Visual Generation via Adversarial Fr'echet Distance Loss https://megadose.ai/i/72c5ee07-1399-4877-8f2c-6afa2928b98b Megadose en 2026-08-11T00:00:00+00:00 Reference-Free Post-Training of Open Large Language Models for Multilingual Machine Translation https://megadose.ai/i/7c41a594-3fae-4a64-b901-9730b8c80d8f Megadose en 2026-08-11T00:00:00+00:00 Ex-Omni-2D: Expressive Omni-Modal Dialogue Models with Native Visual Presence https://megadose.ai/i/43390553-e65b-4c84-9f91-4c04eedc56fe Megadose en 2026-08-11T00:00:00+00:00 SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure https://megadose.ai/i/15a6fe49-40ce-4475-84c1-08cb356d734c Megadose en 2026-08-11T00:00:00+00:00 DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? https://megadose.ai/i/c5a038f8-cc5d-4402-a0db-859788fdbdf7 Megadose en 2026-08-11T00:00:00+00:00 SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information https://megadose.ai/i/d22b9f3a-d424-4512-a623-bab1c7dfe4bd Megadose en 2026-08-11T00:00:00+00:00 VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World? https://megadose.ai/i/fb89f4c8-b795-4670-997a-2d725699b9a7 Megadose en 2026-08-11T00:00:00+00:00 Beyond Pixels: From Video Priors to 4D Worlds https://megadose.ai/i/d937de9b-a542-4c76-8bef-4338d648461b Megadose en 2026-08-10T23:56:15+00:00 As AI-led attacks multiply, OpenAI launches a new cyber model https://megadose.ai/i/1f87c1d5-7a06-4197-a678-853dd181a862 Megadose en 2026-08-10T23:56:03+00:00 Introducing Muse Glimmer https://megadose.ai/i/f1b8d88a-d284-43bf-871e-f7948d5b3ee9 Megadose en 2026-08-10T23:47:42+00:00 Source: OpenAI head of ethics Chloé Bakalar departs after less than a year, following exits by the head of safety systems and a former head of mission alignment (Financial Times) https://megadose.ai/i/8dc8c51c-7ed4-4963-a187-ed77938731ea Megadose en 2026-08-10T21:15:01+00:00 Sources: OpenAI bought back ~$7B in shares from current and former employees in a tender offer valuing it at $852B, unchanged from its most recent funding round (Bloomberg) https://megadose.ai/i/91c71a68-300e-412d-863e-b599761a5407 Megadose en 2026-08-10T20:55:01+00:00 Source: Applied Compute, which helps companies customize models with their data, is in talks to raise "hundreds of millions" led by Elad Gil at a ~$3B valuation (The Information) https://megadose.ai/i/d5daaf41-0b6e-4097-9585-b839e7311bcb Megadose en 2026-08-10T20:15:00+00:00 Anthropic details an unreleased Claude model's attempt to solve the Riemann hypothesis; it didn't solve it but "unexpectedly" made strides on a related problem (Anthropic) https://megadose.ai/i/92052b26-aafa-415c-b7f2-8f8e75c08557 Megadose en 2026-08-10T18:40:02+00:00 Sources: Apollo, Blackstone, BlackRock, KKR, and other financial groups are partnering with Nvidia on a $500B funding package for AI infrastructure development (Financial Times) https://megadose.ai/i/3da74590-7a98-402f-9348-c28211ae6eb3 Megadose en 2026-08-10T17:59:51+00:00 Beyond Naturalness: Probing Automated Text-To-Speech Evaluators on Linguistically Grounded Dimensions https://megadose.ai/i/8fb77cb7-8fa2-4b97-8fe7-738294609e4e Megadose en 2026-08-10T17:59:30+00:00 Multimodal Model Diffing for Feature Discovery and Control https://megadose.ai/i/492ef80f-980c-48b3-a772-a8a5714bcd88 Megadose en 2026-08-10T17:57:49+00:00 GENCO - A Unified Neural Solver Embedded in a Development Framework for Steady-State Grid Analysis https://megadose.ai/i/92cc705e-ce75-4054-82cd-2f63033ff22a Megadose en 2026-08-10T17:48:45+00:00 DSLE: A Learning Environment for Dark Souls Boss Encounters https://megadose.ai/i/7f649daf-acc6-4dbc-8fa8-50b49af75034 Megadose en 2026-08-10T17:47:24+00:00 Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness https://megadose.ai/i/0f3468cf-0ecf-4ce4-996d-d211c37c6765 Megadose en 2026-08-10T17:45:44+00:00 Consilience for Verifier-Free Test-Time Scaling https://megadose.ai/i/8140504d-4878-4116-bd90-8293bfae5c17 Megadose en 2026-08-10T17:41:19+00:00 Fusion Training for Mathematical Generalization in Large Language Models https://megadose.ai/i/8182e5d7-ec31-40d9-9074-36a2ac020b49 Megadose en 2026-08-10T17:39:16+00:00 BDH-CQ: In-Context Learning with Recurrent Latent Reasoning https://megadose.ai/i/dd568d5c-7674-49dd-89ff-f019936cf8a8 Megadose en 2026-08-10T17:31:18+00:00 Energy-Structured Latent World Models with Neural Time Fields for Physically Constistent Open-World Motion Planning https://megadose.ai/i/bd9db0ce-eadc-4879-af64-2cf449341128 Megadose en 2026-08-10T17:30:00+00:00 OpenAI unveils two Daybreak tiers: Daybreak Blue, which provides access to frontier models, and Daybreak Red, which offers purpose-trained cybersecurity models (OpenAI) https://megadose.ai/i/4f57992e-5a80-4d52-a618-ed7a65452cd3 Megadose en 2026-08-10T17:28:05+00:00 ArchAgent v2: A Case Study with the Data Prefetching Championship https://megadose.ai/i/a0fa2760-c153-490b-8f57-81e2219f2c45 Megadose en 2026-08-10T17:27:32+00:00 Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains https://megadose.ai/i/e63cbbeb-4edb-43e2-a1db-8fe5b443fdc4 Megadose en 2026-08-10T17:24:50+00:00 Stealing Reasoning Traces from Proprietary LLM APIs https://megadose.ai/i/12d0cdaf-900d-414a-b128-326f397bbad6 Megadose en 2026-08-10T17:22:07+00:00 Show HN: Needle2: 14MB agentic LLM for phones, wearables, smart home and robots https://megadose.ai/i/98dcc00d-235a-428b-9739-007ae05dd523 Megadose en 2026-08-10T17:20:00+00:00 OpenAI releases GPT-5.6-Cyber, a more cyber-permissive version of GPT-5.6 Sol, to some partners and expands its Daybreak cybersecurity initiative (Sam Sabin/Axios) https://megadose.ai/i/7e2b738f-1078-42fd-8ad0-42b1fc1bce40 Megadose en 2026-08-10T17:19:31+00:00 Towards Expert-level Medical AI for Real-time Video Consultations https://megadose.ai/i/0bec9367-dc54-4dc5-ad49-b74deee08fc5 Megadose en 2026-08-10T17:09:37+00:00 RynnValue: Scaling Robotic Value Foundation Models with Temporal Distance https://megadose.ai/i/2265dcd6-1e99-46f2-b2f1-11067b42e52b Megadose en 2026-08-10T16:53:14+00:00 Mismatch Matters: On-Policy Distillation Beyond Token Agreement https://megadose.ai/i/93e6fea6-4b33-47b9-a375-457b47f55ace Megadose en 2026-08-10T16:43:18+00:00 Distill Skills into Weights, Not Prompts: Abstract Skills as Privileged Signals for On-Policy Self-Distillation https://megadose.ai/i/c9ac12aa-bde1-4d27-809d-e05ff52e7d37 Megadose en 2026-08-10T16:37:24+00:00 MedPixel: A Unified Pixel-Language Model for Medical Reasoning and Segmentation https://megadose.ai/i/6a59802e-9975-45a6-8eea-762c35c64891 Megadose en 2026-08-10T16:28:07+00:00 Parameter Exploration for RLVR via Variational Learning https://megadose.ai/i/29a07655-eedf-48b5-978b-034fb30cc9a8 Megadose en 2026-08-10T16:23:19+00:00 SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring https://megadose.ai/i/dbbd71f1-a175-452f-8985-6d30f6025462 Megadose en 2026-08-10T16:20:13+00:00 Meta’s new Glimmer AI model offers a hint at Zuckerberg’s personal intelligence vision https://megadose.ai/i/d44149ea-50ff-400e-ab8d-b793e721deb3 Megadose en 2026-08-10T16:00:04+00:00 PragMatch: Separating Pragmatic Incongruity from Cross-Modal Mismatch in Large Vision-Language Models https://megadose.ai/i/58dca55a-c0b9-4acf-b8d0-5987978910b7 Megadose en 2026-08-10T15:58:19+00:00 ReliableNet: A Chance-Constrained Approach to Trustworthy Classification in Deep Learning https://megadose.ai/i/c8b59159-377a-4f5d-84ab-3a535827791e Megadose en 2026-08-10T15:56:43+00:00 Cultivar: A Contrastive and Locale-Oriented Translation Benchmark for Investigating Contamination and Localisation Robustness https://megadose.ai/i/4dc21a0e-a2da-4dc7-a040-b3e384e0cf4b Megadose en 2026-08-10T15:55:56+00:00 REFRAMED: Towards Realistic Audio Description Generation for Movies https://megadose.ai/i/665c2844-8dd8-4db5-a683-167669a48885 Megadose en 2026-08-10T15:55:11+00:00 MoNo: Multiscale Optimal Transport Neural Operator for Solving PDEs on General Geometries https://megadose.ai/i/bf6cd4ee-bd0d-4af0-b387-ffe1271ea83d Megadose en 2026-08-10T15:55:07+00:00 Second-Order Muon Done Right: A Principled Marriage of Spectral Geometry and Curvature https://megadose.ai/i/8aec5eda-35b8-4d63-a751-b6b00bcf657f Megadose en 2026-08-10T15:40:07+00:00 SR-OPSD: Self-Referenced On-Policy Self-Distillation https://megadose.ai/i/fcd77c0f-746c-4774-9334-049630c20036 Megadose en 2026-08-10T15:38:45+00:00 Rethinking Factor Sharing in Federated LoRA: A Rank-Aware Adaptive Approach https://megadose.ai/i/30da1d03-7cd1-4d63-b116-f7c6032a015b Megadose en 2026-08-10T15:30:00+00:00 Sources: AI cloud computing provider Lambda is selling a $917M leveraged loan to finance the purchase of GPUs as part of a contract with Nvidia (Bloomberg) https://megadose.ai/i/352403da-661f-4175-965a-a9f0615248b9 Megadose en 2026-08-10T14:40:00+00:00 Tel Aviv- and San Francisco-based Corma, which develops AI models for defensive cybersecurity, emerges from stealth with a $60M seed led by Sequoia Capital (Emily Forlini/Fortune)