https://megadose.ai/i/d847e1f4-a763-42ab-b759-179ef5a17b12 Megadose en 2026-10-30T20:00:58+00:00 Alphabet, Meta, Microsoft, Amazon, and Oracle have a collective $3T+ in AI spending commitments over the coming years, including Alphabet's $1T and Meta's $800B (Brody Ford/Bloomberg) https://megadose.ai/i/d9f19670-d0c7-4a52-a71b-ff81245a9ea9 Megadose en 2026-10-30T18:40:31+00:00 Google says its Suncatcher prototype data center satellite is online after an October 1 launch, with Gemma 4 generating a haiku about being in space (Tim Fernholz/TechCrunch) https://megadose.ai/i/a7b6f4e0-06b4-4067-a903-f8fa32efe4ee Megadose en 2026-10-30T18:30:57+00:00 Maket launches Move Rooms for floor plan edits https://megadose.ai/i/1241531d-fb9f-47e5-8b04-e7688ee4064f Megadose en 2026-10-30T18:20:05+00:00 Salesforce acquires Rune, which makes AI military logistics software, sources say for $375M in cash and stock; Rune raised $30m from a16z and others (Margaux MacColl/Resilience Media) https://megadose.ai/i/1b5fd299-5cc4-421d-aa8a-f8f973241b3e Megadose en 2026-10-30T17:47:12+00:00 Zest’s new AI agent finds restaurants and books reservations over text https://megadose.ai/i/5ec6b889-0995-4bd4-a095-7d36c3ab2073 Megadose en 2026-10-30T17:10:36+00:00 Salesforce agrees to acquire Rune, which raised ~$30M to make AI military logistics software, as it expands its year-old Missionforce defense business (Chris Metinko/Axios) https://megadose.ai/i/74f0cb52-18d7-42e5-a8a0-3c75138512c7 Megadose en 2026-10-30T17:00:00+00:00 Google’s first data center satellite is online and writing poetry https://megadose.ai/i/20099217-140b-43f3-b5a6-6e2fd4de82cc Megadose en 2026-10-30T13:00:00+00:00 Can AI data centers be mass-produced like cars? This startup aims to find out https://megadose.ai/i/f91e0c5c-7148-4fab-9349-77d1d80e66db Megadose en 2026-10-30T12:20:02+00:00 CXMT reports Q3 revenue of ~$16.7B, up 613.2% YoY, and a net profit of ~$8.17B, swinging to profitability on the back of rising AI-driven memory chip prices (Reuters) https://megadose.ai/i/35284a92-c6ec-4776-9b11-387234876927 Megadose en 2026-10-30T10:15:00+00:00 Dream, which is training AI world models on US building data to automate construction design and engineering, emerges from stealth with a $17M seed led by a16z (Marina Temkin/TechCrunch) https://megadose.ai/i/78747559-66d1-465a-9b5d-18812442c1a4 Megadose en 2026-10-30T10:10:01+00:00 Ravical, whose AI-powered platform helps accounting and tax firms manage their operations, raised a $17M seed led by MMC, bringing its total funding to $25M (Tamara Djurickovic/Tech.eu) https://megadose.ai/i/5665c976-a8fd-4836-a843-2e4a69af0482 Megadose en 2026-10-30T09:40:01+00:00 Inside Nscale's 2,250-acre, 8GW Monarch Compute Campus in West Virginia, which has been hit by construction issues, local opposition, and financing risks (Financial Times) https://megadose.ai/i/3a37bb47-460f-4ab2-a192-a0302bfed2bb Megadose en 2026-10-30T06:30:03+00:00 How a wave of startups are betting on AI to make formal software verification practical and essential, including &Truth, which launches with a $70M seed (Paresh Dave/Wired) https://megadose.ai/i/786d9baa-80d0-4503-beb3-f0ee47d09ca6 Megadose en 2026-10-30T03:35:00+00:00 Sources: DeepSeek doubled its latest round's size due to surging black market Nvidia Blackwell chip prices, with Chinese state-owned investors representing 27% (The Information) https://megadose.ai/i/1807c785-8762-4415-a67d-fb2924e06698 Megadose en 2026-10-30T02:40:01+00:00 Sources: Indian AI infrastructure company AM Intelligence seeks to raise as much as $3B to fund a previously announced purchase of Nvidia Vera Rubin systems (Bloomberg) https://megadose.ai/i/6736fe99-a2f9-4744-930a-1293f9132920 Megadose en 2026-10-30T00:40:02+00:00 Meta quietly launches Style Sketch, an AI fashion app that helps users put together outfit ideas using clothes they own, in Indonesia, Singapore, and Thailand (Aisha Malik/TechCrunch) https://megadose.ai/i/032eed68-47fa-47dc-a4df-b3bb89d3d282 Megadose en 2026-10-29T22:55:00+00:00 Sources: Nvidia is in talks to provide Nscale with billions of dollars in credit guarantees for debt to develop a 460MW data center that Anthropic plans to use (Phoebe Liu/The Information) https://megadose.ai/i/ba9bea7f-26b5-461f-b97b-882f8cc30932 Megadose en 2026-10-29T22:48:29+00:00 API credits benefit for eligible ChatGPT subscriptions https://megadose.ai/i/6460f59e-1fa2-47d6-8384-fdd18d602d4f Megadose en 2026-10-29T20:40:01+00:00 Symbotic says Walmart has committed an additional $6B over several years to deploy Symbotic's supply-chain automation technology across its distribution network (Sanskriti Shekhar/Reuters) https://megadose.ai/i/bbb4749c-5292-4395-827b-40b9381c071f Megadose en 2026-10-29T20:30:02+00:00 Amazon spent $77B+ on property and equipment in Q3, leading to a free cash outflow of $42.4B; Amazon said in July that it would likely spend $220B in 2026 capex (Matt Day/Bloomberg) https://megadose.ai/i/255ada20-bef5-45d4-aa54-67c81ba63d97 Megadose en 2026-10-29T20:05:47+00:00 Rivian expands joint venture with VW to include AI assistant https://megadose.ai/i/41f279be-5643-4b08-9088-afebb54f32d1 Megadose en 2026-10-29T19:56:19+00:00 OpenAI-backed Thrive Holdings acquires ADT https://megadose.ai/i/38023e59-132d-401b-a235-1a2796d59249 Megadose en 2026-10-29T19:50:01+00:00 Source: Anthropic is "Customer B" cited by SpaceX in a filing as its single largest customer accounting for 34.5% of Q3 revenue, surpassing the US government (Bloomberg) https://megadose.ai/i/3f07f002-17a1-4307-8ac3-9dd1f6d1786d Megadose en 2026-10-29T19:14:36+00:00 Meta quietly launches an AI fashion app called Style Sketch https://megadose.ai/i/203d475a-81c1-4ed2-87c0-832278b88f17 Megadose en 2026-10-29T17:59:53+00:00 Elucidating the Design Space of LM Data Attribution https://megadose.ai/i/5af2b6d6-f7ca-4a4a-87cc-6dfa68b8a725 Megadose en 2026-10-29T17:59:49+00:00 Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering https://megadose.ai/i/f4ed9666-82ae-4bf5-aced-8aa71e4b30e8 Megadose en 2026-10-29T17:59:29+00:00 Rethinking Neural Thickets Without Weight Perturbations https://megadose.ai/i/6c5854cb-8a2a-4ace-b0e1-a61384f82c63 Megadose en 2026-10-29T17:59:21+00:00 Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative Transformers https://megadose.ai/i/d70bd63c-7aac-4798-a778-89636f6e9eaf Megadose en 2026-10-29T17:58:23+00:00 world2vec: Mechanistic world models through latent dynamics learning https://megadose.ai/i/870a5348-02b7-4384-b7ae-d602ae92fd18 Megadose en 2026-10-29T17:58:16+00:00 Probing Spatial State Representations in Visual Foundation Models https://megadose.ai/i/c192090c-e042-4a44-9f4a-5b1e886b7020 Megadose en 2026-10-29T17:56:53+00:00 ShallowDefend: Harnessing Shallow Safety Alignment for Multi-Turn Defender https://megadose.ai/i/42eead1d-28bb-452b-8da1-921a656e6940 Megadose en 2026-10-29T17:55:30+00:00 Testimony from Timelines: Evidence-Grounded Significance Testing of Temporal Clinical Hypotheses https://megadose.ai/i/330358c2-c188-4f09-b6f6-0b46409939d0 Megadose en 2026-10-29T17:55:25+00:00 An ODE-based Sampler for Discrete Diffusion Models https://megadose.ai/i/43c61db4-c2b0-411a-9451-cb9fda56c391 Megadose en 2026-10-29T17:54:54+00:00 Difficulty Calibration Across Time for Membership Inference in Diffusion Models https://megadose.ai/i/58c283cd-1e3d-4503-b84a-fdcad5a20139 Megadose en 2026-10-29T17:54:38+00:00 Granola crunches up a dictation feature to compete with Wispr https://megadose.ai/i/2004757f-3550-4347-a67f-2dcc96567de9 Megadose en 2026-10-29T17:54:12+00:00 TextSeal2: Distortion-Free LLM Watermarking with Copula Mixing and Memoryless Races https://megadose.ai/i/1a50a614-528c-4d63-8d15-53b1e7d7f24f Megadose en 2026-10-29T17:47:50+00:00 Collaborative AI agents for autonomous experimental research with solid-state quantum spins https://megadose.ai/i/ec03b1a4-8667-4fd6-98eb-7deff0b9544c Megadose en 2026-10-29T17:47:40+00:00 Pre-Crime for Agents, at the Last Second: Probing When a Recruited Agent Gives In https://megadose.ai/i/c69fbb80-0860-43a6-8d98-50a7123200d8 Megadose en 2026-10-29T17:45:26+00:00 VeriCUA: Verification as Agentic Exploration for Computer-Using Agents https://megadose.ai/i/e7f3e77a-d58a-410b-a2c2-8e46a14cc1ba Megadose en 2026-10-29T17:45:12+00:00 Multi-View MoE: Letting Every Router Shape Expert Computation https://megadose.ai/i/22e48de4-194d-4f73-8362-da198052401b Megadose en 2026-10-29T17:45:07+00:00 PIVOT: Progressive Intervention via Online Teacher Correction https://megadose.ai/i/5efcd3c7-a7dd-4adb-83b4-1a0123e8a17e Megadose en 2026-10-29T17:44:42+00:00 Every Token Needs Its Own Teacher: Multi-teacher Adaptive On-policy Self-distillation https://megadose.ai/i/7b941dd5-41d5-4c12-a349-c2644661dbc8 Megadose en 2026-10-29T17:42:32+00:00 Gym-Anything for Robotics: Scaling physical simulations with digital agents https://megadose.ai/i/f384d761-479e-44e6-adc4-448e62365dee Megadose en 2026-10-29T17:42:05+00:00 Training Foundation Models with a Single Algorithm https://megadose.ai/i/3de28f89-2c24-4c87-810c-7bc4155c7557 Megadose en 2026-10-29T17:40:57+00:00 FARMS: A Verifiable Foundation for Automated Computational Science https://megadose.ai/i/626759a7-1d7e-4dd0-a42b-845dcd2ea820 Megadose en 2026-10-29T17:40:24+00:00 Advancing Clinical Genomic Analysis with a Skill-Centred Agent https://megadose.ai/i/0080914f-2e5e-4c95-b3c6-73fb2e50ca44 Megadose en 2026-10-29T17:39:04+00:00 Ramanujan Challenge Results: AI-Assisted Evaluation Pipeline for Multi-Format Proofs https://megadose.ai/i/472d4670-ad27-49ab-8465-1f97776cac76 Megadose en 2026-10-29T17:37:21+00:00 Retrieval as Traversal: Value-Indexed Memory for Stateful Long-Context Agents https://megadose.ai/i/ea267dbe-6a65-46b5-9352-93b991e01aa4 Megadose en 2026-10-29T17:36:01+00:00 On the Fundamental Limits of Prefill-Based Decoding Length Prediction https://megadose.ai/i/30235598-4150-4f36-9562-b153e0462d1e Megadose en 2026-10-29T17:34:52+00:00 TRACER, a time-to-event EHR foundation model for disease detection across health systems https://megadose.ai/i/959fe7c2-24d1-4d79-b661-f419977f7669 Megadose en 2026-10-29T17:34:28+00:00 Efficient Scalable Oversight via Rewinding https://megadose.ai/i/4f94fc29-fe88-4c7e-be5f-4a0499b87416 Megadose en 2026-10-29T17:34:04+00:00 BURGER: Benchmarking and Understanding Robotic Generalization via Embodied Drawing https://megadose.ai/i/aa2777cf-3e82-455b-81c1-7438a4d72c1a Megadose en 2026-10-29T17:33:20+00:00 NEOPIC: A Neural Operator Framework for Particle-based Kinetic Plasma Simulations https://megadose.ai/i/9d894dd9-0529-4236-a2b7-9a9f988caedd Megadose en 2026-10-29T17:26:02+00:00 How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates https://megadose.ai/i/a7273737-bec8-4ed3-ae9d-9cceffa1366d Megadose en 2026-10-29T17:21:36+00:00 Discovering Interpretable Acoustic Features in Autoregressive Voice-Cloning TTS Models https://megadose.ai/i/0cbbe246-cb87-49f7-bb7e-6106d848f270 Megadose en 2026-10-29T17:20:31+00:00 Algebraic World Model: From Exploration to Proofs https://megadose.ai/i/dc41f45e-6aa7-4e9c-8f07-964e805c9709 Megadose en 2026-10-29T17:15:53+00:00 rTaste: Do Research Agents Have Taste? Evaluating Early Stage Research Judgment https://megadose.ai/i/270f911d-9d40-4a6d-99ba-3a2d2249ad3d Megadose en 2026-10-29T17:14:36+00:00 The Precision Wall: An Optimizer-Dependent Boundary for Optimization under Power-Law Measurement Spectra https://megadose.ai/i/b7e21207-0c60-475f-a904-998ac58626ef Megadose en 2026-10-29T17:13:53+00:00 Preserving Utility in Continual LLM Unlearning via Orthogonal Projections https://megadose.ai/i/f6323bac-f1d8-4c82-8f81-59fb3892a261 Megadose en 2026-10-29T17:00:26+00:00 Building a multiplayer game world with autonomous Fable-class models https://megadose.ai/i/1b2af81e-d266-46ac-9745-456e1239c402 Megadose en 2026-10-29T16:55:02+00:00 SuperMe, which generates AI-powered chats with simulated profiles of prominent industry experts to let users ask questions, raised $20M (Ivan Mehta/TechCrunch) https://megadose.ai/i/82bb614b-adb3-4bb5-8305-0c61e8e585e9 Megadose en 2026-10-29T16:45:01+00:00 Source: Dulo, a startup co-founded by Google veteran Sebastian Thrun to build "foundation models for hardware design", raised a $130M seed (Rocket Drew/The Information) https://megadose.ai/i/4f98ae21-ea7c-448e-84ac-8ebbff7433af Megadose en 2026-10-29T16:30:01+00:00 Alphabet discloses $1T+ in purchase commitments, future leases, and other obligations; its Q3 filing shows $98.5B in contingent commitments, up ~$23B from Q2 (Davey Alba/Bloomberg) https://megadose.ai/i/0bd9cb0d-9df7-4a63-908c-3bea356fdec6 Megadose en 2026-10-29T16:25:01+00:00 Alphabet's stock falls 12%+, wiping a record $500B from its market cap, after reporting negative cash flow amid its AI spending; the Nasdaq falls 1.4%+ (Stephen Morris/Financial Times) https://megadose.ai/i/4effab40-d186-4aa6-a933-44c0bcc277a5 Megadose en 2026-10-29T16:21:00+00:00 Ex-Palantir execs launch Dream with $17M from a16z to build AI world models for construction https://megadose.ai/i/218154e0-5456-4410-91a3-c0a82105ab6b Megadose en 2026-10-29T16:10:01+00:00 Canada-based Cohere completes the first close of a round that it expects to total up to $5B, with Canada agreeing to invest up to $1.14B, at a $20.5B valuation (Bloomberg) https://megadose.ai/i/0ea1d603-b4e1-479c-a85f-6f532d34964c Megadose en 2026-10-29T16:05:03+00:00 Sources: Situational Awareness is pitching clients to invest in Fluidstack alongside it in a round that values the neocloud at $40B, up from $18B in September (Bloomberg) https://megadose.ai/i/e341312d-f5c5-4fc7-82cf-4b9b37b53461 Megadose en 2026-10-29T15:47:04+00:00 Mistral opens Large 4 weights for coding and security https://megadose.ai/i/c9c2144e-bf54-4cee-bc11-46c7fbf149d1 Megadose en 2026-10-29T15:15:02+00:00 Collective, which uses AI to automate bookkeeping for solo business owners, raised a $40M Series B and $60M in nondilutive capital from GC's Customer Value Fund (Natalie Breymeyer/Axios) https://megadose.ai/i/5ed5db68-fc3f-4814-9354-80df0740afa5 Megadose en 2026-10-29T15:05:00+00:00 Ottawa-based Solink, which uses AI to pull data from already-installed security cameras, raised $100M+ led by Vertu Capital, bringing its total raised to $198M+ (Duncan Riley/SiliconANGLE) https://megadose.ai/i/927d48fd-e129-4aae-a80e-9e2b2adf19a0 Megadose en 2026-10-29T14:35:26+00:00 Wabi, the AI agent that builds mini apps, now valued at $1.25B after latest round https://megadose.ai/i/671196ed-ceb1-4d48-a08f-644347b06f22 Megadose en 2026-10-29T14:34:07+00:00 wangzan101/Mika https://megadose.ai/i/d5a9a937-c4ea-4ad6-8d71-840731a90e38 Megadose en 2026-10-29T14:30:01+00:00 Mistral releases the weights for Mistral Large 4, or Le Chonk, and says it rivals top open models such as GLM-5.3 on the Artificial Analysis Coding Agent Index (Radhika Rajkumar/ZDNET) https://megadose.ai/i/53ae405d-fa3b-4dcc-bb1f-c9b501c30406 Megadose en 2026-10-29T14:00:00+00:00 Mistral releases weights for its trillion-parameter AI model, targeting cybersecurity https://megadose.ai/i/6d2c8167-396d-4496-b12e-7c0470a4f19e Megadose en 2026-10-29T13:55:01+00:00 Serval, which offers AI agents for enterprise IT operations like access management, raised $150M led by Sequoia at a $3B valuation, up from $1B in December 2025 (Harshita Mary Varghese/Reuters) https://megadose.ai/i/568824a8-7f05-4b9a-807e-ab6628998449 Megadose en 2026-10-29T13:45:02+00:00 Wabi, which is building an AI assistant that integrates into group chats and can take actions like booking appointments, raised $55M at a $1.25B valuation (Micah Barkley/Bloomberg) https://megadose.ai/i/0277bd04-0923-4c97-acf3-a8592e5c0fa5 Megadose en 2026-10-29T13:35:02+00:00 Sources: Microsoft is seeking to raise $25B+ in its first US investment-grade bond sale since 2017, when it raised $17B, to fund AI-related capital expenditures (Bloomberg) https://megadose.ai/i/be6ea37f-c9d7-4976-b2e5-f3261b6b7ec2 Megadose en 2026-10-29T13:00:00+00:00 Deepgram acquires Pipecat-maker Daily to bolster its voice AI infrastructure https://megadose.ai/i/9ca7c5c5-847c-44da-9714-b7598fa85b6a Megadose en 2026-10-29T12:41:56+00:00 Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5 https://megadose.ai/i/77aa0e89-1a0b-4b91-8c19-fc28f2daaa72 Megadose en 2026-10-29T12:16:14+00:00 Circuit Mind, which uses AI to automate electronics and circuit design, raised $25M, including an $18.5M Series A led by Norwest, and plans a US relocation (Natalie Breymeyer/Axios) https://megadose.ai/i/d33db4e4-fa54-4a86-b8bd-5467de9a1910 Megadose en 2026-10-29T12:00:07+00:00 Le Chonk: Built for Coders, Trusted by Defenders. https://megadose.ai/i/542b5286-2ed2-4c3f-9796-829f980e1569 Megadose en 2026-10-29T09:02:10+00:00 A profile of Nscale CEO Josh Payne, who is proceeding with plans for a US IPO that sources say, is targeting a $30B valuation despite some investor pushback (Mark Bergen/Bloomberg) https://megadose.ai/i/03439820-3423-43c3-8b32-c4f7e9d2bceb Megadose en 2026-10-29T06:28:29+00:00 Achieving Minimax-Optimal First-Order and Best-of-Both-Worlds Regret Simultaneously in Multi-Armed Bandits https://megadose.ai/i/835c45bc-f8ff-4a9c-a46f-e464b011f9c2 Megadose en 2026-10-29T06:24:09+00:00 Smooth Action Chunking Via Movement-Primitive Representations for Imitation Learning https://megadose.ai/i/49ca3321-1e7a-4a85-8fac-48fae2c0a769 Megadose en 2026-10-29T06:17:58+00:00 End-to-End Guarantees for Masked Diffusion Models under Conditional Mixing https://megadose.ai/i/b46ebf1f-aca7-4ada-81e2-cda32fb00a5b Megadose en 2026-10-29T06:13:59+00:00 Verifiable LLM-Guided Focal SMT Solving for Quantified Arrays https://megadose.ai/i/6bea5778-b5a7-4c19-ac89-5e879557e716 Megadose en 2026-10-29T06:00:35+00:00 Diagnosing the Reference Gap: What Visual Scaffolds Can and Cannot Fix in Multimodal Reasoning https://megadose.ai/i/8c6e63d4-0a19-46c3-95d5-6f02934add8a Megadose en 2026-10-29T05:59:51+00:00 LinQuant: Functional Invariances for Low-Precision Linear Recurrences https://megadose.ai/i/d850799b-14d8-485f-8c47-834bbf9c867e Megadose en 2026-10-29T05:55:59+00:00 Accuracy is not compatibility: two Evo 2 checkpoints hinge on one FP8 matrix multiplication https://megadose.ai/i/c937dd9f-7a3f-4283-8c9d-d20f44313a31 Megadose en 2026-10-29T05:55:19+00:00 [AINews] Gemini 4 Carbon tops leaderboards, launches for cyber defenders https://megadose.ai/i/ce989b4c-26b5-4f0e-946f-f01cad9ed590 Megadose en 2026-10-29T05:55:00+00:00 How Specific Do I Need to Be? Effects of User Query Underspecification on Deep Research Agents https://megadose.ai/i/e17fffdb-4bd6-4928-891e-7ffd5db3864a Megadose en 2026-10-29T05:54:27+00:00 Dobb: Shard-Local Preconditioning in Block-Diagonal Eigenbases https://megadose.ai/i/c006a391-c03b-4668-8f77-5187e883a394 Megadose en 2026-10-29T05:47:57+00:00 Safe Multi-Objective Reinforcement Learning: Zero Constraint Violation and Primal-Averaging Convergence https://megadose.ai/i/f2d40bc3-870e-47cb-8430-1c6be5982983 Megadose en 2026-10-29T05:30:11+00:00 Google announces the expansion of ads in AI Mode into international markets, as growth in its core search advertising business slows (Lauren Forristal/TechCrunch) https://megadose.ai/i/5c21d0e7-e949-44e3-b81e-0b9ab3223291 Megadose en 2026-10-29T05:29:47+00:00 OPERA: OPamp Design by an Expert-Taught Reasoning Agent, from Specifications to Layout https://megadose.ai/i/517e029f-a5e2-4da6-b680-2b7ec6859667 Megadose en 2026-10-29T05:20:01+00:00 Samsung expects capex to rise ~60% to ~$63B this year, with HBM capacity sold out through 2027 and 10 long-term supply deals secured with key customers (Bloomberg) https://megadose.ai/i/af6c9fa1-cbf1-4edd-a1ba-ab9f8a9beb28 Megadose en 2026-10-29T05:18:16+00:00 UMI-Live for In-The-Wild Bimanual Robotics Data Collection https://megadose.ai/i/cc4c35e3-fd82-4b23-8628-b6248c66e60f Megadose en 2026-10-29T05:15:00+00:00 Learning to Formulate: Agentic Hardware-Software Co-Design of AI Infrastructure through Progressive Optimization and Verification https://megadose.ai/i/c00b7bb6-09d9-4e1c-a9c7-79b3246086df Megadose en 2026-10-29T05:10:01+00:00 Google's search revenue rose 12% YoY to $63.25B in Q3 2026, down from 14.5% in Q3 2025, with Google attributing the slowdown to "lower monetization" in AI Mode (Simon Sharwood/The Register) https://megadose.ai/i/0267df0a-4726-469b-b682-f1ac03fbcb32 Megadose en 2026-10-29T05:08:22+00:00 AgentDecept: Benchmarking Deceptive Behavior in Tool-Using LLM Agents under Pressure https://megadose.ai/i/687c29e4-5f99-4a0b-b991-e37e9aca6e57 Megadose en 2026-10-29T05:03:29+00:00 Cord: Confidence-Anchored Order Residual Decoding for Masked Diffusion Language Models https://megadose.ai/i/5cc40a64-f9bb-417b-8e27-9537fd4437fb Megadose en 2026-10-29T04:49:17+00:00 Semantic Mismapping in Generalized Category Discovery: Evaluation and Mitigation https://megadose.ai/i/6be69907-843d-44c1-b59a-5f5081ca31f3 Megadose en 2026-10-29T04:26:29+00:00 Telling Is Not Seeing: Textual Personas Rarely Make Vision-Language Models Answer Like the People They Describe https://megadose.ai/i/97973d79-4904-4292-aa0e-65e98eb2acb0 Megadose en 2026-10-29T04:05:01+00:00 Fragment, which uses AI to resolve purchasing and payment issues across manufacturing datasets, emerges from stealth with $56M from 8VC and others (Chris Metinko/Axios) https://megadose.ai/i/abc6a1d3-0823-4667-8a1e-a6444085cab6 Megadose en 2026-10-29T04:01:52+00:00 TaxoMFM: A Taxonomy-Aware Foundation Model for the Human Gut Microbiome https://megadose.ai/i/6cb624b9-393e-43b1-81ce-592327b652bf Megadose en 2026-10-29T03:55:21+00:00 Unlimited OCR Works 2 https://megadose.ai/i/a4fe6910-a0ef-4dd4-a0ba-c0a53b4dc7b7 Megadose en 2026-10-29T03:55:00+00:00 How surging demand from AI hyperscalers has quintupled flash memory prices and shifted market and negotiating power from Apple to suppliers like Kioxia (Rolfe Winkler/Wall Street Journal) https://megadose.ai/i/87393667-2a1f-4aba-ae5e-c6e43a5644af Megadose en 2026-10-29T03:51:39+00:00 Learning to Bound: Monotonic, Calibrated Neural Upper Bounds for MPE Inference https://megadose.ai/i/c0ddb40a-0846-482c-9955-e57998790139 Megadose en 2026-10-29T03:49:53+00:00 Proving and Improving the Platonic Representation Hypothesis with JEPAs https://megadose.ai/i/6abdae74-be9a-4c2c-9d32-70c47e95bf13 Megadose en 2026-10-29T03:43:26+00:00 There Is No Free Lunch in RLVR: Every pass@1 Gain Has a pass@k Price https://megadose.ai/i/407c6fa0-37d3-4601-b14b-84c55affbe0f Megadose en 2026-10-29T03:42:22+00:00 Unlocking Any-Order Generation in Pretrained Autoregressive Image Models https://megadose.ai/i/6fc602ff-e78a-4cb5-80e8-679bf0bdd11b Megadose en 2026-10-29T02:00:02+00:00 Google is rolling out Gemini 4 Carbon to selected cybersecurity defenders through Fairwind at $2/1M input and $10/1M output tokens, rising to $4 and $20 later (Carl Franzen/VentureBeat) https://megadose.ai/i/b457467a-37de-4c84-9e9e-43c51b998b59 Megadose en 2026-10-29T00:20:23+00:00 Sources: AI coding startup Cognition weighs a new funding round before year's end after receiving offers valuing it at $70B-$80B, up from $48B in September (Katie Roof/Business Insider) https://megadose.ai/i/fa05e364-3add-41fe-a2ab-65637f220570 Megadose en 2026-10-29T00:00:00+00:00 EditAgent: Rethinking Agentic Image Editing https://megadose.ai/i/6b7064c1-65b7-45b6-8565-d340c0111b1a Megadose en 2026-10-29T00:00:00+00:00 Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities https://megadose.ai/i/31cb42ae-6b14-4845-a95a-90d691609755 Megadose en 2026-10-29T00:00:00+00:00 OpenFlyV2: An onboard vision-language-action model for aerial perception and navigation https://megadose.ai/i/bea1328e-c105-4251-8caa-f961fb215a02 Megadose en 2026-10-29T00:00:00+00:00 PhysInsert: Physically Plausible Object Insertion with Geometric Priors and Bidirectional Object-Scene Interactions https://megadose.ai/i/152834b3-f41f-40a0-8c5f-444f058943e4 Megadose en 2026-10-29T00:00:00+00:00 AB-Attention: Accurate Block Attention for Accelerating Video Diffusion Transformers https://megadose.ai/i/fd89c3a3-1eed-4f94-9ade-5c8bfd8618c8 Megadose en 2026-10-29T00:00:00+00:00 L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian Memory https://megadose.ai/i/61feabc7-254c-431b-8400-0f22424bf083 Megadose en 2026-10-29T00:00:00+00:00 Online Dense Reinforcement Learning with Planning-Grounding Agent for UI Navigation on Live IOS Apps https://megadose.ai/i/0777f469-9125-4632-a7d6-0623f41afbd4 Megadose en 2026-10-29T00:00:00+00:00 Glance: The Generator Is Its Own Reranker https://megadose.ai/i/cbe7ca16-9433-4288-9918-5bda16185d0c Megadose en 2026-10-29T00:00:00+00:00 Your LR Schedule May Not Be Principled: Effective Learning Rate Scheduling in Weight-Normalized Training https://megadose.ai/i/43d543ed-e2a3-4d5a-8191-f2b2ebbb3178 Megadose en 2026-10-29T00:00:00+00:00 HairDeck: Animation-Ready Stylized Hair Cards from a Single Image https://megadose.ai/i/6a98fdd4-ff1a-4eaf-a324-f3c273b39584 Megadose en 2026-10-29T00:00:00+00:00 Intrinsic Distribution Matching https://megadose.ai/i/7fedb21f-7bf3-4b26-ba0e-9589f8642348 Megadose en 2026-10-29T00:00:00+00:00 Training Foundation Models with a Single Algorithm https://megadose.ai/i/b1dc7bf6-0b3b-4241-9f6f-d4b591429a2d Megadose en 2026-10-29T00:00:00+00:00 Proving and Improving the Platonic Representation Hypothesis with JEPAs https://megadose.ai/i/d16b98d6-6136-48e7-880c-bfaa928f596e Megadose en 2026-10-29T00:00:00+00:00 FDSML: Formula-Driven Supervised Metric Learning with Parameter-Aware Triplet Loss https://megadose.ai/i/243fddc3-19e3-48b5-a521-bf28eca4e831 Megadose en 2026-10-28T23:45:01+00:00 Seoul-based AI chip startup FuriosaAI raised a $620M Series D at a $2.9B valuation, up from $735M in 2025; South Korea's National Growth Fund contributed $280M (Yoolim Lee/Bloomberg) https://megadose.ai/i/c3794dcf-cd70-469d-8e52-ac19e9a8ccf5 Megadose en 2026-10-28T22:50:02+00:00 Alphabet reports Q3 negative free cash flow of $9.07B, worse than expected, capex of $51.36B, vs. $55.09B est., and keeps its FY capex forecast at $195B-$205B (Samantha Subin/CNBC) https://megadose.ai/i/7a804238-67e8-4569-96b7-899935d1d6ee Megadose en 2026-10-28T22:45:17+00:00 Google and XREAL launch AURA Android XR glasses https://megadose.ai/i/6d75df91-bc9d-4098-870b-bf32d1e26bb3 Megadose en 2026-10-28T22:30:01+00:00 Sources: Marvell is in advanced talks to buy data center optics maker Lumentum, whose market value is ~$83B; the deal could be announced as soon as next week (Bloomberg) https://megadose.ai/i/379a1b19-87a2-4c5a-a0a0-4a81cf9c1352 Megadose en 2026-10-28T22:10:05+00:00 Filing: Microsoft recorded $10B in revenue from OpenAI in Q1, nearly 11% of its total quarterly revenue, and has $7.2B in outstanding receivables from OpenAI (Rebecca Bellan/TechCrunch) https://megadose.ai/i/35dc6fc9-348c-43bf-adb6-dac6c5cde139 Megadose en 2026-10-28T21:48:37+00:00 Google expands AI Search ads globally as core ad growth slows https://megadose.ai/i/cbd1de25-81a0-4f45-94fb-82a74aa76a16 Megadose en 2026-10-28T21:34:30+00:00 Microsoft recorded $10 billion in revenue from OpenAI