https://megadose.ai/i/da746c35-6be9-4d85-be65-f82578317533 Megadose en 2026-11-03T15:50:00+00:00 ChatGPT consumer product lead Adam Fry says ChatGPT has hit 1.2B WAUs, adding 200M over the past two months, and its search volume is ~20% of Google's (Alex Kantrowitz/Big Technology) https://megadose.ai/i/ae9537a0-26c2-47f1-92b7-87e5f62d3beb Megadose en 2026-11-03T14:50:01+00:00 CrowdStrike agrees to buy Fiddler AI, which helps monitor AI agents, for ~$400M, and Dreadnode, an automated security AI testing tool, for ~$95M, mostly in cash (James Rundle/Wall Street Journal) https://megadose.ai/i/3ccf9644-b760-44f9-892f-729c335bd968 Megadose en 2026-11-03T14:01:26+00:00 New England-based autonomous submarine startup Corridian emerges from stealth with a $38M seed led by Point72 Ventures and plans to unveil its first AUV in 2027 (Colin Demarest/Axios) https://megadose.ai/i/b8ef5adb-2c11-418a-b7e3-6a0cba9f0d4b Megadose en 2026-11-03T11:25:01+00:00 OpenAI hires former US Army Secretary Dan Driscoll to oversee national security modernization, as it pushes to secure government contracts and shape policy (Gareth Vipers/Wall Street Journal) https://megadose.ai/i/af2d81cf-f353-4a5d-9031-09a0a1ad219e Megadose en 2026-11-03T10:10:07+00:00 UK energy company Drax partners with Brookfield and neocloud Radiant to develop an AI data center in North Yorkshire, targeting 100MW of capacity by Q1 2028 (Kai Nicol-Schwarz/CNBC) https://megadose.ai/i/3eb2e291-3eed-4388-be7f-59a50ca635bf Megadose en 2026-11-03T07:20:00+00:00 Apple Watch’s AI features for rewinding and recapping conversations begin beta testing https://megadose.ai/i/75df8953-202e-43e2-b479-f7cdbf6df8f7 Megadose en 2026-11-03T04:35:00+00:00 Google expands Dreambeans to India, its first market outside the US, offering AI-generated visual stories from users' digital activity in 13 local languages (Jagmeet Singh/TechCrunch) https://megadose.ai/i/a5e49387-250c-424a-908d-a15c08728350 Megadose en 2026-11-03T03:30:00+00:00 Google takes Dreambeans to India in bid to bring AI-generated personal stories to the masses https://megadose.ai/i/a7e04597-95bf-4622-bb8a-2639b3f1f96e Megadose en 2026-11-03T03:25:00+00:00 Sources: Huawei recently told some clients that a large share of its upcoming flagship, Ascend 960DT, will run largely on HBM made by Samsung and SK Hynix (The Information) https://megadose.ai/i/f939183b-f59b-4e05-95bb-249909aadffd Megadose en 2026-11-03T03:10:00+00:00 Larridin, which helps companies track how AI affects employee output and identifies areas for better AI adoption, raised a $30M Series A led by Pelion Ventures (Aditi Bharade/Business Insider) https://megadose.ai/i/f22e99cd-a8e5-49d9-beb6-9ac15071f6b4 Megadose en 2026-11-03T01:20:01+00:00 Salesforce announces plans to acquire Cresta, a provider of AI-powered contact center automation software; source: Salesforce agreed to pay $2.7B for Cresta (The Information) https://megadose.ai/i/973b42ee-8cab-423b-a4db-eec67bcd20cc Megadose en 2026-11-03T00:05:01+00:00 Trajectory, which is developing AI model post-training tools for nontechnical customers, raised a $45M Series A led by Sequoia at a $300M valuation (Marina Temkin/TechCrunch) https://megadose.ai/i/dfc3f657-6324-4c63-9757-f3e6f3515991 Megadose en 2026-11-02T23:13:53+00:00 Trajectory raises $45M to make AI model training accessible to nontechnical experts https://megadose.ai/i/f1953366-2185-4a72-8ee1-c4043cdb5489 Megadose en 2026-11-02T22:10:01+00:00 Sources: institutional investors told Anthropic that its IPO valuation should be around $1.5T to $1.6T, down from estimates of $2T, citing a tech stock selloff (Wall Street Journal) https://megadose.ai/i/4d49185a-0b60-440d-8867-62f3e3ca2434 Megadose en 2026-11-02T21:30:00+00:00 Palantir reports Q3 revenue up 96% YoY to $2.31B, above $2.18B est., US commercial revenue up 148% to $984M, and raises FY 2026 revenue guidance to ~$8.53B (Samantha Subin/CNBC) https://megadose.ai/i/65c3e782-684a-474d-b7b5-057fd711e773 Megadose en 2026-11-02T20:00:53+00:00 Researchers say LLMs can be good at natively reading and writing neural network weights; GPT-6 Astra edited Qwen3.5-0.8B's weights to make it better at math (Rikiya Takehi) https://megadose.ai/i/2a5c178d-db88-45d4-994d-da9832b09c00 Megadose en 2026-11-02T18:59:32+00:00 Pixel-UMI: Learning Environment-Aware Whole-Body Manipulation from Sensorized Human Demonstrations https://megadose.ai/i/12a6a96b-772f-4e38-b407-d8f98a25955a Megadose en 2026-11-02T18:59:32+00:00 Pixel: A Co-Designed Full-Stack Robot System for Learning General-Purpose Mobile Manipulation https://megadose.ai/i/0dbd5c86-7887-41b6-82f4-64b6ea30952b Megadose en 2026-11-02T18:57:36+00:00 WebHarbor: Docking Real Websites for Evolving GUI Agent Environments https://megadose.ai/i/146ad8be-1abc-43ae-aa06-e4fcb9f35bdb Megadose en 2026-11-02T18:56:43+00:00 Pretraining Data Scale Reverses the Muon-AdamW Fine-Tuning Gap https://megadose.ai/i/278d3ba9-1009-4167-9a4f-bee2ceef7fd6 Megadose en 2026-11-02T18:53:54+00:00 Not All Reasoning Generalizes: A Case Study on Learning Generalizable Reasoning Strategies in RLVR https://megadose.ai/i/a755740e-1cad-4ac7-b6ac-d4fdb66eeba1 Megadose en 2026-11-02T18:53:23+00:00 FADE: Factored Ability--Difficulty Filtering for Online RLVR Scheduling https://megadose.ai/i/18833fec-3afa-414d-a067-c1bc52815b63 Megadose en 2026-11-02T18:52:11+00:00 D&A: Decoupling Description and Assessment Enables VLMs as Zero-Shot Robotic Reward Models https://megadose.ai/i/f7618790-dc75-49f3-9b0e-fc995988e866 Megadose en 2026-11-02T18:51:04+00:00 Strategist: Evolving Reasoning with Agents https://megadose.ai/i/a9cc2447-89f8-4c3a-a6b8-e9927cbc0b15 Megadose en 2026-11-02T18:50:54+00:00 Tracing the Scientific Discovery Capacity of LLMs to Their Training Data https://megadose.ai/i/e176a564-46e1-4c3f-b91b-61efd23d76a9 Megadose en 2026-11-02T18:49:33+00:00 Benchmark Prediction with Sparse and Unpaired Cached Responses https://megadose.ai/i/fb0737f1-cccf-408c-b44d-fe105f48d856 Megadose en 2026-11-02T18:42:32+00:00 ufakzeka-kulak: Building and Evaluating a 31.6M-Parameter Turkish Speech Recognizer from Scratch https://megadose.ai/i/2f1b4e27-7af9-4280-b538-99923da24c68 Megadose en 2026-11-02T18:41:14+00:00 Reviso: Not All Visual Evidence Deserves Equal Attention in Video Captioning https://megadose.ai/i/79c5c36d-2499-4872-b556-9dab49af717f Megadose en 2026-11-02T18:41:02+00:00 DiabAgent: Toward Agentic Physiological Control https://megadose.ai/i/d500ba00-9933-4bb0-ad5d-64fb86b51c61 Megadose en 2026-11-02T18:40:47+00:00 Four Bridges: Measuring Deception Propensity in a Multi-Agent Game https://megadose.ai/i/77cdf0b3-8982-4641-8ab5-bd24355de860 Megadose en 2026-11-02T18:39:26+00:00 DynaSolver: A Neural Operator for Autoregressive 4D Flow Prediction with Dynamic Boundaries https://megadose.ai/i/5317a7ef-0eab-41e6-a1d5-15e1d2ab4dfc Megadose en 2026-11-02T18:34:09+00:00 A Scaling Theory of Multi-Epoch Pretraining: Late-Time Overfitting and Ensembling https://megadose.ai/i/5a02b294-c003-4ad9-a34f-f25f18663a37 Megadose en 2026-11-02T18:30:58+00:00 Agentic backdoors via pretraining poisoning https://megadose.ai/i/98552a55-e113-42ea-b34d-b104d71be1f5 Megadose en 2026-11-02T18:30:00+00:00 Sonar-MoE: In-Backward Expert Updates for Memory-Efficient Mixture-of-Experts Training https://megadose.ai/i/5e769f3c-f7c8-4ea6-b1ce-c1f3829dbd6d Megadose en 2026-11-02T18:27:55+00:00 VeriHarm-Bench: Measuring Harmful Success in LLM Coding Agents Verifiably https://megadose.ai/i/648b487b-6a00-4ffa-a84f-18573ccdfcdf Megadose en 2026-11-02T18:17:08+00:00 MCP Tool Poisoning in Agentic AI Frameworks: A Cross-Framework Measurement Study https://megadose.ai/i/0672e82d-cddb-4e78-bcc3-34327e764cec Megadose en 2026-11-02T18:13:38+00:00 Can LLM Agents Be Forward-Deployed Engineers? Requirement Discovery and Delivery for Enterprise Text-to-SQL https://megadose.ai/i/51c1ff7b-0ad7-4256-a256-4bb25aa92947 Megadose en 2026-11-02T18:04:46+00:00 Variational Functional Neural Networks (vfNN) https://megadose.ai/i/1ad75398-f789-485f-bad5-09401ec87b33 Megadose en 2026-11-02T17:57:53+00:00 Library of Layers (LoL): Adaptively Ordering Transformer Layers at Runtime https://megadose.ai/i/29c34bc3-ff64-4437-8ab9-a606d1a9c064 Megadose en 2026-11-02T17:57:53+00:00 Library of Layers (LoL): Adaptively Ordering Transformer Layers at Runtime https://megadose.ai/i/e0dab3c4-8974-4683-b486-539368204da6 Megadose en 2026-11-02T17:56:28+00:00 DistDebug-Bench: Can LLM Agents Diagnose Bugs in Distributed Systems? https://megadose.ai/i/6887a37e-adb6-4c42-9ea9-dd31d9d8c9c5 Megadose en 2026-11-02T17:55:07+00:00 PanoTac: A Dense Three-Axis Tactile Sensor for Robust Touch-Centric Manipulation https://megadose.ai/i/36657f7d-1c57-4dd3-8c67-00e104fd9067 Megadose en 2026-11-02T17:51:58+00:00 Ask, Don't Equip: Question-Driven Coding Agents for Deep Kernel Optimization https://megadose.ai/i/37aa05b0-4bf1-4112-8db6-a2b923824623 Megadose en 2026-11-02T17:50:48+00:00 RASP: Read-All, Sparse-Plasticity Continual Learning in a Stationary-Size LoRA https://megadose.ai/i/03913f57-8de0-4154-af53-d3f6f3fe69c9 Megadose en 2026-11-02T17:50:01+00:00 Tutor, which is training a frontier robot foundation model and builds AI warehouse robots, raised a $75M Series B led by a16z, taking total funding to $117M (John Werner/Forbes) https://megadose.ai/i/5e128f12-5b19-48ba-b010-a56e93d4f9cf Megadose en 2026-11-02T17:40:03+00:00 DeepSeek releases a "creator mode" that allows users of DeepSeek Harness to create custom plugins, like a 3D model renderer and a video editing workbench (Debby Wu/Bloomberg) https://megadose.ai/i/e69c3f85-619a-45f4-8ac7-5f2e48ee5328 Megadose en 2026-11-02T17:37:36+00:00 Online Label-Free Gradient Matching for Continual Language Model Training https://megadose.ai/i/db5df8ab-5bd5-43cf-95b7-c9d10ee2f3d0 Megadose en 2026-11-02T17:16:17+00:00 Show HN: Subvocal – Talk to your computer without making noise https://megadose.ai/i/f87c697b-d64e-49e3-84c7-9c9caa343e4a Megadose en 2026-11-02T17:13:21+00:00 Tilted Convexity and an Exact Offline-Online Separation https://megadose.ai/i/2b9df161-7f01-40ce-8d14-3ad13ef1dce0 Megadose en 2026-11-02T17:05:25+00:00 Launch HN: Momentic (YC W24) – Agents that catch bugs by using your app https://megadose.ai/i/00065b14-c9a2-46f8-b133-000af8a4564f Megadose en 2026-11-02T16:35:00+00:00 Amended S-1: Anthropic says it has purchase commitments and lease agreements of $895.4B, "substantially all of which is related to compute and infrastructure" (Ashley Capoot/CNBC) https://megadose.ai/i/3dbff213-b43b-449f-a2fb-a933ae827b2e Megadose en 2026-11-02T16:30:00+00:00 42AI comes out of stealth with $62.5M and a world model that can ‘predict human behavior’ https://megadose.ai/i/6ee7fd75-6330-46e0-8499-877c15d8694d Megadose en 2026-11-02T16:00:12+00:00 FLAMIA: FLAsh MIcroscaling Attention for Fast and Causally Safe Training on Blackwell https://megadose.ai/i/8c02e5f0-f4fd-42e8-b01d-3bab6b3cbaac Megadose en 2026-11-02T15:20:25+00:00 Sources detail Anthropic's compute deal spree: 3.5GW+ in expected capacity in 2026, expanding direct hardware procurement to include Nvidia and AMD, and more (New York Times) https://megadose.ai/i/1b0fe42f-3070-42f6-8825-bc15a627eda4 Megadose en 2026-11-02T15:15:02+00:00 Filings: Oracle is selling $10B in common stock and $10B in bonds, as it rushes to line up financing to pay for its data center buildout; ORCL falls 5%+ (Kelly Cloonan/Wall Street Journal) https://megadose.ai/i/57e141bd-d52c-4825-8c2f-1d1a0c7d326c Megadose en 2026-11-02T15:00:00+00:00 Omen AI adds liquid know-how in $16 million Aquatic Labs acquisition https://megadose.ai/i/7759a7a2-b03f-48e5-a407-f12bc45fd8dd Megadose en 2026-11-02T14:46:05+00:00 S-1: Anthropic reports Q3 revenue up 12x YoY to nearly $17B, a net loss of $23.3B, up from $12.1B in Q3 2025, and operating expenses up 292% to $17.5B (Bailey Lipschultz/Bloomberg) https://megadose.ai/i/7899357a-26e9-4539-ba9f-efd2e157e11d Megadose en 2026-11-02T14:15:11+00:00 CoworkOS:Scaling Agent Coworkers for Real-world Automation https://megadose.ai/i/f5c9e6e6-2e9b-4ed6-931e-ca0ae571ea73 Megadose en 2026-11-02T13:41:14+00:00 CUA-Master: Scaling Computer-use Agents through Open-World Recursive Improvements https://megadose.ai/i/d41c4533-8112-472d-af91-bf7dd38330bb Megadose en 2026-11-02T12:50:59+00:00 Last night an AI agent performed brain surgery on a mouse https://megadose.ai/i/af3bda12-a4f4-4087-a28d-6ebfc7a9b188 Megadose en 2026-11-02T12:31:12+00:00 Marvell's $115B Lumentum acquisition is one of the biggest tech deals ever and 2026's top M&A deal; Lumentum is up 128% YTD, giving it a ~$76B market cap (Bloomberg) https://megadose.ai/i/861b4030-ed3c-4ade-926e-3412fae68e06 Megadose en 2026-11-02T12:20:01+00:00 Marvell agrees to acquire optical components maker Lumentum in a $115B deal, as it seeks to rival Broadcom; Nvidia invested $2B in both Marvell and Lumentum (Anhata Rooprai/Reuters) https://megadose.ai/i/f1243e12-edb3-4890-b2fc-94f21ce67678 Megadose en 2026-11-02T10:56:06+00:00 Lab2Sim: Turning Real-World Experiment Videos into Interactive Virtual Experiments https://megadose.ai/i/bd889ba6-f3aa-4096-a005-e4d044740cba Megadose en 2026-11-02T10:40:01+00:00 Filing: Anthropic plans to raise up to $3.5B from Japanese investors as part of its IPO, joining Australia, Canada, and parts of Europe in having direct access (Yasutaka Tamura/Bloomberg) https://megadose.ai/i/a7144bfe-20db-41d8-bc07-0e6e77edfaa0 Megadose en 2026-11-02T09:00:00+00:00 LifeVal https://megadose.ai/i/46bddbdf-5e77-4584-8f29-cb4276873266 Megadose en 2026-11-02T06:59:08+00:00 Measuring AI Agents as Teammates with Collaborative Intelligence https://megadose.ai/i/a8172be2-174b-4cf6-bd9c-8a0f9329edd1 Megadose en 2026-11-02T06:45:01+00:00 Bites, whose AI tools deliver personalized training to frontline workers via WhatsApp, SMS, Slack, and other channels, raised a $40M Series A led by PeakSpan (Meir Orbach/CTech) https://megadose.ai/i/2cadd74d-6520-4448-974a-1205599400ff Megadose en 2026-11-02T05:20:00+00:00 SemiAnalysis launches GDPx, an agentic capability benchmark measuring 11 domains, including chip design, cybersecurity, and RSI; Opus 5.5 tops with a 12% score (SemiAnalysis) https://megadose.ai/i/39976cf2-4c78-49f8-a8bd-1d4d9b7777d5 Megadose en 2026-11-02T04:35:01+00:00 Casap, whose AI tools automate dispute and anti-fraud operations for banks, raised a $56M Series B led by Base10 Partners, bringing its total funding to $90M (Jeff John Roberts/Fortune) https://megadose.ai/i/df9d0848-c9e9-414c-9360-951367a48497 Megadose en 2026-11-02T03:35:01+00:00 AI-powered medical search engine Vera Health, which says it is used by 800,000+ clinicians in 190 countries, raised a $28.5M Series A led by Threshold Ventures (Cailey Gleeson/Fierce Healthcare) https://megadose.ai/i/6ab6ec1d-553f-4324-bead-9e31b17c6131 Megadose en 2026-11-02T03:01:17+00:00 Midstream Health, whose AI tools help 250 hospitals recover revenue from rebates and vendor and payer underpayments, raised a $20M Series A led by Valtrius (Will Maddox/Axios) https://megadose.ai/i/04d0a28d-bcd8-499c-b392-0c0012ef3a0f Megadose en 2026-11-02T02:40:01+00:00 Data analytics provider Hex Technologies, which says it has rebuilt its platform for AI agents, raised a $100M Series D led by Peak XV at a $1.2B valuation (Tim Keary/Forbes) https://megadose.ai/i/6851d61b-02de-4a4c-bf18-0ce84d8dad4a Megadose en 2026-11-02T02:15:00+00:00 Broccoli AI, which sells AI agents to plumbing, HVAC, and electrical companies, raised a $22M Series A and a $30M Series B; a source says it is valued at $300M (Nick Lichtenberg/Fortune) https://megadose.ai/i/fbc57c1d-82b9-4366-bb2a-af542d77714e Megadose en 2026-11-02T01:15:00+00:00 Hyperbolic, which lets companies rent AI compute across ~30 neoclouds, raised a $30M Series A-1 led by Lip-Bu Tan's Walden Catalyst; it has raised $50M to date (Geoff Weiss/Business Insider) https://megadose.ai/i/8e350e24-92a1-44b0-8f79-cd74c9c61003 Megadose en 2026-11-02T00:00:00+00:00 TaoMate-FVSR:Audio-Guided Facial Video Restoration https://megadose.ai/i/4bfc7548-0f83-4fd7-b0f8-3cd4ff63046c Megadose en 2026-11-02T00:00:00+00:00 PhotoGuider: Composition-Aware Cropping and 360^{circ} View Framing with Explainable Photographic Assessments https://megadose.ai/i/68282648-aeac-4fbc-abb4-ec89c9acb61f Megadose en 2026-11-02T00:00:00+00:00 Can Coding Agents Sustain Continual Evolution without Forgetting? https://megadose.ai/i/4dd2f2e2-5604-4155-aa1f-9f750418436d Megadose en 2026-11-01T22:15:02+00:00 Saudi Aramco acquires a 49% stake in AI startup Humain, contributing ~$2.6B in cash in 2026 plus AI, compute, and digital assets; Saudi Arabia's PIF retains 51% (Dean Takahashi/GamesBeat) https://megadose.ai/i/a43a14fb-7ac1-4791-8cfc-f96f3e5ad081 Megadose en 2026-11-01T19:50:00+00:00 ServiceNow confirms it acquired Israeli startup Sweep to speed up customers' migrations to its CRM, for an undisclosed price estimated at hundreds of millions (Allon Sinai/CTech) https://megadose.ai/i/eee4dd34-7b82-48b4-8e47-6c60042cc8e4 Megadose en 2026-11-01T17:19:30+00:00 Balanov/uncut