https://megadose.ai/i/273b907a-43d1-4018-93cf-f6d4b4547066 Megadose en 2026-10-21T08:00:54+00:00 Memo: Nscale CEO Josh Payne says it has "more than $100B in contracted revenue"; sources say it still plans to list by the end of 2026 at a $30B-$35B valuation (Kieran Smith/Financial Times) https://megadose.ai/i/3384fc7e-6cf2-4776-a7eb-ab0371a923b3 Megadose en 2026-10-21T06:12:44+00:00 Mistral launches Voxtral 3 with a voice agent SDK https://megadose.ai/i/1f90fa4d-acc2-4da3-aef9-114d29ce9b42 Megadose en 2026-10-21T06:10:20+00:00 Perplexity Computer now runs fully locally on Mac https://megadose.ai/i/517d2ada-d407-4faa-8e54-09dcffce0b57 Megadose en 2026-10-21T03:40:01+00:00 OpenAI says two agents, one GPT-6.1 Sol and one GPT-6 Astra, weakened misalignment monitoring while making requested changes during two internal coding tasks (OpenAI) https://megadose.ai/i/88be7f02-6204-462f-b73f-d442f0ba7a94 Megadose en 2026-10-21T02:50:09+00:00 Sources: DayOne is weighing options for its US IPO, including a delay or smaller listing that could raise $2.5B to $3B, after initially seeking up to $5B in Q4 (Bloomberg) https://megadose.ai/i/43d3aa22-5c81-49ca-a8a8-59a45a1784a4 Megadose en 2026-10-21T00:10:01+00:00 Sources: Nvidia is in talks to invest hundreds of millions of dollars in Firmus, which pulled its IPO earlier this month, citing market volatility (Phoebe Liu/The Information) https://megadose.ai/i/d324861e-a8eb-4804-a356-4611ca3d941b Megadose en 2026-10-21T00:05:13+00:00 Reliable Robotics, which develops an autonomous flight system, raised a $115M extension for its $160M Series D, pushing its valuation to $1B+ (Kirsten Korosec/TechCrunch) https://megadose.ai/i/796fc16b-4aa4-479a-a4c1-c873cf11bb19 Megadose en 2026-10-20T22:30:04+00:00 Google says it is rolling out Personal Intelligence for Gemini on Android Auto now and to cars with Google built-in in the coming months as an opt-in feature (Abner Li/9to5Google) https://megadose.ai/i/ef38e85d-5bb9-4c71-8734-a2b01951bc0a Megadose en 2026-10-20T22:00:01+00:00 Pigment, a French startup that makes AI-powered software to help businesses forecast finances, spin up slide decks, and more, raised $250M at a $2.3B valuation (Dina Bass/Bloomberg) https://megadose.ai/i/393d44bd-3ccc-4adb-a808-6e1d1302834d Megadose en 2026-10-20T21:25:22+00:00 Anthropic’s cloud partnerships are getting messy https://megadose.ai/i/388205bb-628f-4ff7-bbe8-017944f9a1cb Megadose en 2026-10-20T21:05:07+00:00 Super Micro reports preliminary Q1 revenues of $18.5B to $19.5B, vs. $15B est., and gross margins of 12% to 12.5%; SMCI jumps 11%+ after hours (Dina Bass/Bloomberg) https://megadose.ai/i/a488e16f-bfef-401c-889a-f18f9244413d Megadose en 2026-10-20T20:50:03+00:00 Report: Anthropic's draft S-1 shows it spent ~$9B on compute and infrastructure in H1, up from $2.3B a year earlier, and could spend $750B in the coming years (David Morris/Bloomberg) https://megadose.ai/i/7e464d0d-1940-4213-acc8-1de837b24e17 Megadose en 2026-10-20T20:40:41+00:00 SpaceX’s AI business is beating expectations https://megadose.ai/i/72070226-065f-47b4-a371-08b373a87b37 Megadose en 2026-10-20T20:35:10+00:00 OpenAI acquires startup Orchestra Bio⁠ to beef up its biotech business https://megadose.ai/i/c1eaf8d3-c3e7-4529-88b9-a2bfe079c3c5 Megadose en 2026-10-20T20:26:57+00:00 SpaceX reports Q3 revenue up 161% YoY to $14.58B, vs. $12.72B est., AI revenue up 830% to $7.56B, and AI operating income of $431M, up from a loss of $1.7B (Lora Kolodny/CNBC) https://megadose.ai/i/cd829a58-4be2-4c44-8f20-c270ecbe464d Megadose en 2026-10-20T19:46:50+00:00 Anthropic's IPO prospectus: H1 2026 revenue of $16.3B, ~20% from two customers, vs. $1.1B in H1 2025, and an $80.7B net loss driven by accounting charges (Anissa Gardizy/Wall Street Journal) https://megadose.ai/i/551771d9-303e-4a7d-87e4-28dc7dc15d76 Megadose en 2026-10-20T19:00:58+00:00 Google launches TorchTPU, an open-source version of PyTorch to let AI apps run on TPUs and Google Cloud via simple configuration changes without rewriting code (Julie Bort/TechCrunch) https://megadose.ai/i/0d7b6fad-f5ab-41d2-8db5-b1394c829272 Megadose en 2026-10-20T18:40:02+00:00 Oro Mobility, a Hertz-owned fleet management business that has a deal to manage Uber's planned Lucid robotaxi fleet starting in San Francisco, raised $80M (Joann Muller/Axios) https://megadose.ai/i/8b6be481-41e5-417c-b3f3-5446ef08de63 Megadose en 2026-10-20T18:38:24+00:00 Google has joined Amazon in attacking Nvidia’s stronghold with AI app developers https://megadose.ai/i/828f129c-ac3e-4b3a-9c3d-ab3c7d40083f Megadose en 2026-10-20T18:20:01+00:00 OpenAI acquires Orchestra Bio, which builds AI agents for managing drug development, and plans to integrate its tech into OpenAI life sciences suite Rosalind (Madison Mills/Axios) https://megadose.ai/i/bac2b0a7-0d0e-4c03-b6a3-79c9250f66e0 Megadose en 2026-10-20T17:59:56+00:00 Joints, Camera, Action! Co-Generating 3D Motion and Video for Arbitrary Rigs https://megadose.ai/i/39c2e9ab-fcae-4df6-a373-02b846aa9247 Megadose en 2026-10-20T17:59:32+00:00 Learning Adaptable Dexterous Skills via Hybrid Dexterous Mimicking https://megadose.ai/i/4298e958-aa17-44ed-9b43-79ed4c4c6538 Megadose en 2026-10-20T17:59:04+00:00 UniWALM: Unified World Action Language Model for Embodied Robot Control https://megadose.ai/i/9a8d100b-9a70-43b9-991e-1f1088cace18 Megadose en 2026-10-20T17:58:32+00:00 Industrial ReMEmbR: Scaling Spatiotemporal Memory to Robot Fleets https://megadose.ai/i/c4dc6632-f3c2-4052-aba6-62b605616c6d Megadose en 2026-10-20T17:58:30+00:00 Planning under Noise with Neural Operators https://megadose.ai/i/737de1a3-8b46-4d79-a045-443dad773890 Megadose en 2026-10-20T17:58:25+00:00 MindView: Benchmarking Generative Multi-View Spatial Intelligence https://megadose.ai/i/60403e3a-f70e-4e06-a1ea-04387a3e9298 Megadose en 2026-10-20T17:56:32+00:00 Adaptive Multi-Token Prediction: How far should we go? https://megadose.ai/i/5b922875-4846-480f-8c2f-47d47305faee Megadose en 2026-10-20T17:56:05+00:00 Efficient Edge-aware Attention Network for Graph Generation https://megadose.ai/i/8f2a01de-c83c-4a7e-9eea-a46c97700210 Megadose en 2026-10-20T17:47:51+00:00 Turning TS2Vec into a Foundation Model for Time Series Classification https://megadose.ai/i/e7537560-e45f-4575-8e4c-dab38a94c0e5 Megadose en 2026-10-20T17:47:37+00:00 Evolving Agent Interfaces https://megadose.ai/i/f1f8f3db-10b4-45b0-8fe4-fe2625e79db7 Megadose en 2026-10-20T17:47:07+00:00 Neural Implicit Energy Optimization for LiDAR Mapping https://megadose.ai/i/40567aea-61a0-4fa5-b00a-d0a263ce0f9d Megadose en 2026-10-20T17:45:57+00:00 What Do RTL Repair Benchmarks Actually Measure? https://megadose.ai/i/50055941-563b-4ce2-8fee-12b2b418f19e Megadose en 2026-10-20T17:42:52+00:00 PaPi: Parallel Picard-Duhamel Integration for Fast Neuro-Spectral Architectures https://megadose.ai/i/acc8b079-0d6c-47bd-bd84-53d41d72ff9b Megadose en 2026-10-20T17:40:21+00:00 Two $\operatorname{ReLU}$ Layers is All You Need https://megadose.ai/i/6ff265c0-1338-41a0-8546-df2b87387c97 Megadose en 2026-10-20T17:40:08+00:00 Capable Teacher, Myopic Scorer: Reward-Free Teacher Repair for Agentic On-Policy Distillation https://megadose.ai/i/a5162a1e-2c84-48af-96c0-a6b29734faa9 Megadose en 2026-10-20T17:39:42+00:00 SceneRig: An Agentic System for Simulation-Ready 3D Scene Reconstruction from Single Images https://megadose.ai/i/828b4a4b-8ae0-426c-b211-21da9ecb79ee Megadose en 2026-10-20T17:39:41+00:00 Beyond the Sequentiality Bottleneck: A Hybrid Diffusion-Autoregressive Framework for Efficient Multimodal Reasoning https://megadose.ai/i/2c7040de-fcd1-473d-a2d2-9538d1344916 Megadose en 2026-10-20T17:33:08+00:00 Continuous-Time Policy Gradient from Discrete Data: Convergence Analysis and Model-Free Algorithms https://megadose.ai/i/243cc34d-bdf6-4ace-9274-8e7bcfe73f0f Megadose en 2026-10-20T17:32:48+00:00 Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition https://megadose.ai/i/2db06e8b-2b08-4a6c-a47b-7161b82d2dd7 Megadose en 2026-10-20T17:32:24+00:00 Cache Engineering for Agents https://megadose.ai/i/9a7d5bff-e731-41b7-812b-eec25f8b7c62 Megadose en 2026-10-20T17:32:08+00:00 The Token-Energy Law of LLM Decode: Active Bytes and Realized Time Account for Joules per Token https://megadose.ai/i/e1f8cffe-103f-4265-ad1b-a5236a10621a Megadose en 2026-10-20T17:27:46+00:00 Evolving Semantic Indexes for Generative Retrieval https://megadose.ai/i/b18cd2ba-7683-48b6-9675-39b49e19b634 Megadose en 2026-10-20T17:26:18+00:00 Continual Concept Personalization in Diffusion Models via Residual-Space Adaptation https://megadose.ai/i/8f52122b-46e5-4ed9-8d09-b63ed1001faf Megadose en 2026-10-20T17:23:40+00:00 OptScientist: Automated Discovery of Optimization Laws https://megadose.ai/i/1b4b118d-2670-4614-8a5c-ff225dc5eb83 Megadose en 2026-10-20T17:20:29+00:00 Large Flow Language Models https://megadose.ai/i/21c301d5-248c-4f42-a868-7b693358f08d Megadose en 2026-10-20T17:12:48+00:00 Meta’s Muse hits 10M U.S. downloads in 40 days, a milestone reached by only 11 other apps https://megadose.ai/i/2067bb17-15c3-4078-9e08-0722fe603bfb Megadose en 2026-10-20T17:11:48+00:00 Binary Discrete Diffusion: Candidate-Set Diffusion for Logic and Planning Tasks https://megadose.ai/i/bd954436-c76b-4131-ba07-163b657f29be Megadose en 2026-10-20T17:10:36+00:00 Humans Correct Their Judgments Through Debate, but Weaker AI Models Do Not https://megadose.ai/i/0efc58c2-5f41-490c-b425-ea3cdc434b26 Megadose en 2026-10-20T17:10:04+00:00 Beyond 4 bits: Data-Centric Post-training Quantization and Recovery https://megadose.ai/i/138fbc06-145f-4c74-be00-d2b75a164ec3 Megadose en 2026-10-20T16:57:52+00:00 VLM-Guided Contact Retargeting and Generative Partner Modeling for Humanoid-Human Interaction https://megadose.ai/i/95d13fa5-72ca-4074-9972-ad1c08255b04 Megadose en 2026-10-20T16:57:49+00:00 DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems https://megadose.ai/i/a50289f2-8ad4-4b03-aece-8d4f0aff6c69 Megadose en 2026-10-20T16:42:17+00:00 BitMTP: When Multi-Token Prediction Meets Low-Bit Large Language Models https://megadose.ai/i/02b28e55-bc19-48e5-b8b2-d4ae307c5b29 Megadose en 2026-10-20T15:55:04+00:00 ASI, which makes AI tools for the military and air traffic controllers, raised a $325M Series C at a $3B valuation, after winning an $875M FAA contract in June (Bloomberg) https://megadose.ai/i/08f0fffa-fe20-47d3-8c5c-7962f18209b5 Megadose en 2026-10-20T15:00:48+00:00 Daytona, which is building cloud infrastructure for AI agents, raised a $60M Series B led by FirstMark at a $1B valuation, bringing its total funding to $91M (Jeremy Kahn/Fortune) https://megadose.ai/i/619ba5c6-d8e6-43ed-afb2-f16be02f5ccf Megadose en 2026-10-20T14:35:03+00:00 Firefly, whose AI software connects with existing cameras, radios, and sensors to detect incidents and coordinate real-time responses, raised a $20M Series A (Chris Metinko/Axios) https://megadose.ai/i/01e60983-4238-4c23-bc31-e7b16d64bdbb Megadose en 2026-10-20T13:25:01+00:00 Arda, which develops AI software and agents to accelerate assembly line programming and manufacturing automation, raised $230M at a $1.5B valuation (Kate Rooney/CNBC) https://megadose.ai/i/172dd59d-f4c8-425d-8131-16eb83900516 Megadose en 2026-10-20T13:15:01+00:00 Eka Robotics, which is developing a "vision-force-action" architecture for its physical AI models, raised a $150M Series A at a $1.45B post-money valuation (Tim Fernholz/TechCrunch) https://megadose.ai/i/fce490a4-bfb7-4d1d-85b5-abd09c4d423c Megadose en 2026-10-20T13:05:01+00:00 DeepSeek open-sources DeepInfer, its internal production stack designed to accelerate inference, optimize chip performance, and reduce energy and compute costs (Saritha Rai/Bloomberg) https://megadose.ai/i/ee3cd17c-5b88-4679-bae4-eb72e0fdd128 Megadose en 2026-10-20T13:00:00+00:00 Eka is worth $1.45B thanks to a physical AI model that has experts raving https://megadose.ai/i/e601728f-58a1-4cd5-a54e-88de44f0c46a Megadose en 2026-10-20T12:35:01+00:00 Salesforce agrees to acquire AI-powered marketing platform Braze for nearly $5.7B in enterprise value, paying $47.50 per share, set to close from February 2027 (Dana Wollman/Bloomberg) https://megadose.ai/i/3a43ee39-eecc-41d8-9292-9e8325363316 Megadose en 2026-10-20T12:00:22+00:00 Voxtral 3 https://megadose.ai/i/82aa5dae-c457-4268-a46f-f58edb2e4ac9 Megadose en 2026-10-20T11:55:02+00:00 Note-taking tool Otter.ai raised $320M in non-dilutive capital from General Catalyst's Customer Value Fund; PitchBook says it raised $50M prior to this round (Ivan Mehta/TechCrunch) https://megadose.ai/i/578b93b9-2316-4dbb-99a0-64585add333c Megadose en 2026-10-20T11:20:01+00:00 Alibaba, Tencent, and Huawei are pouring billions into data centers in Shaoguan, a hinterland region with cheap power and a cool climate, angering some locals (Financial Times) https://megadose.ai/i/15b4854e-f2fb-4742-91b5-1b1f0d128969 Megadose en 2026-10-20T11:00:00+00:00 Otter.ai raises $320 million from General Catalyst’s growth fund for its meeting tool https://megadose.ai/i/bdee0301-3fd4-4a72-9af9-1ab96ea83341 Megadose en 2026-10-20T11:00:00+00:00 Yelp can now call on your behalf to check wait times at a restaurant https://megadose.ai/i/24249fb8-d745-43a1-9218-396175d32c41 Megadose en 2026-10-20T10:20:01+00:00 Sources: ByteDance, Alibaba, and Tencent ordered 3M+ of Nvidia's new RTX PRO 5500 GPUs worth $35B+, in a rush to secure less powerful, export-compliant chips (Reuters) https://megadose.ai/i/0d36f5a2-4e07-485b-a1d3-978be156f5b9 Megadose en 2026-10-20T10:10:02+00:00 Amazon pledges to spend €16B+ in Germany in 2027 on AWS and AI data centers, its Leo satellite program, Prime Video media production, and a Berlin robotics lab (Mark Bergen/Bloomberg) https://megadose.ai/i/3848e819-531c-4bfc-8db8-9e279315439b Megadose en 2026-10-20T09:50:04+00:00 OpenAI says its new models show major performance leaps in low-resource legacy languages like COBOL, Fortran, and Visual Basic, used by banks and governments (OpenAI) https://megadose.ai/i/03abe6eb-cd3c-420f-bcab-fcf9e1dd3f39 Megadose en 2026-10-20T09:08:54+00:00 DeepSeek just open-sourced its inference engine https://megadose.ai/i/1dd801c6-379a-401d-9722-56e9cfc0f3fd Megadose en 2026-10-20T04:45:01+00:00 Chinese robovan maker Neolix raised a $400M Series E led by Boyu, taking total funding to $1.4B+; it operates 30K+ vehicles in 300+ cities across 20 countries (Saritha Rai/Bloomberg) https://megadose.ai/i/c0b22d20-e504-4787-9e2e-0ae4e62496ff Megadose en 2026-10-20T01:45:01+00:00 Inception launches Mercury 3, a diffusion-based LLM it claims is "comparable to Luna and Haiku models" but 4x to 8x faster, generating ~1,000 tokens per second (Jason Hiner/The Deep View) https://megadose.ai/i/3cb8399c-97c4-4991-ac0c-88c9559af06b Megadose en 2026-10-20T00:00:00+00:00 OpenAI acquires Orchestra Bio https://megadose.ai/i/b40bdb3c-fbc0-42a1-bec0-db22336e28ee Megadose en 2026-10-20T00:00:00+00:00 Specter: Fast MoE Inference via Quantization-Enabled Multi-Step Speculative Offloading https://megadose.ai/i/125c49dd-1b42-49f7-828e-ee119de964fb Megadose en 2026-10-20T00:00:00+00:00 Multimodal Reranking Is a System One Decision https://megadose.ai/i/4967442e-c89b-44db-8b68-25c9dadeec48 Megadose en 2026-10-20T00:00:00+00:00 Harness Self-Evolution for Long-Horizon Terminal Agents https://megadose.ai/i/225be82b-2c1a-4245-8fa6-980f6638e451 Megadose en 2026-10-20T00:00:00+00:00 DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems https://megadose.ai/i/bb9a8666-510e-45b9-90d2-e6cd28566138 Megadose en 2026-10-20T00:00:00+00:00 Learning the 4D World through Point Trajectory Forecasting https://megadose.ai/i/bbe5ee5e-a1b6-4f2d-b7e1-f907b2bf9369 Megadose en 2026-10-20T00:00:00+00:00 S-Agent 2.0: Spatial Reasoning with a General Coding Agent https://megadose.ai/i/99c4c6b8-8e95-478a-b4a1-75c4179837c2 Megadose en 2026-10-20T00:00:00+00:00 PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking https://megadose.ai/i/93192752-81fc-44d5-ad20-b296bc846d25 Megadose en 2026-10-20T00:00:00+00:00 EvaOmni: An Evidence-Grounded Benchmark for Audio-Visual Reasoning https://megadose.ai/i/db5f9ab8-2861-46bc-852e-75cfc2bce98f Megadose en 2026-10-20T00:00:00+00:00 Large Flow Language Models https://megadose.ai/i/d2208078-79af-444c-afce-e50d01bf7ba4 Megadose en 2026-10-20T00:00:00+00:00 Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds https://megadose.ai/i/9a45ee8b-2ec6-4f89-8710-fdb7bb929500 Megadose en 2026-10-20T00:00:00+00:00 Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition https://megadose.ai/i/d7939287-7c88-4600-81b6-a0710ba8d565 Megadose en 2026-10-20T00:00:00+00:00 SolarRenderer: Few-Step Generative Reference Rendering https://megadose.ai/i/895d0ce8-5b78-44cf-97c2-408399bbddb9 Megadose en 2026-10-19T23:39:38+00:00 Nscale and Anthropic are reportedly in talks for yet another $45 billion compute deal https://megadose.ai/i/1013da13-2e9f-4547-96ad-35a17335f8c4 Megadose en 2026-10-19T23:38:29+00:00 Sources: OpenAI is racing to secure investor commitments before Anthropic's expected IPO in mid-Nov. and aims to raise ~$30B; the round could value it at $1.4T+ (Reuters) https://megadose.ai/i/a8c91987-ea36-4a82-927b-481f5567a00e Megadose en 2026-10-19T23:10:02+00:00 Sources: Waymo aims to expand its fleet to 8K by the end of this year, up from 4K today, and to 20K by the end of 2027, after raising $5B in debt this month (Ellen DiMauro/Semafor) https://megadose.ai/i/5da7fe72-3b91-4be7-86c1-1f58f103a8fb Megadose en 2026-10-19T22:35:00+00:00 Cloudflare debuts Clairic, a System One-class extraction model it says processes unstructured data faster, more cheaply, and more accurately than normal LLMs (Cloudflare) https://megadose.ai/i/4f3ac42e-c2f1-47ce-b626-6a9b91019b1f Megadose en 2026-10-19T21:25:02+00:00 Dream Labs, which offers an API for its Dream-1 robot foundation model trained on human videos, raised a $90M seed led by B Capital and Kindred Ventures (John Koetsier/Forbes) https://megadose.ai/i/0934010f-63ea-4c68-a7e8-09b081575262 Megadose en 2026-10-19T20:09:24+00:00 Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool https://megadose.ai/i/7d002887-84f5-47bc-8c27-6d1013422d9c Megadose en 2026-10-19T19:55:03+00:00 Sources: Nscale is in talks for a second deal with Anthropic worth ~$45B to deliver 460MW of computing power at its West Virginia campus using Vera Rubin chips (Bloomberg) https://megadose.ai/i/336474d0-7036-4b73-950d-49770595e6b7 Megadose en 2026-10-19T19:00:12+00:00 Tolan snags $30M for its AI companion that helps users navigate life https://megadose.ai/i/9ffc544b-1921-4997-9298-ed2ec1fca6d8 Megadose en 2026-10-19T18:49:04+00:00 Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago https://megadose.ai/i/30e22d78-443e-41a1-bc93-e377486ee89d Megadose en 2026-10-19T18:37:27+00:00 Tenstorrent hits $6.2B valuation to scale open-weight AI chips https://megadose.ai/i/6eebfea0-7f45-4a48-b100-3ef8ebce8106 Megadose en 2026-10-19T18:25:01+00:00 Meta details Prometheus, its gigawatt-scale supercluster in Ohio, which will have ~1M GPUs at full scale and was used to train its Muse foundational models (Engineering at Meta) https://megadose.ai/i/17b9c01f-0ced-444b-b930-071e849fc3e0 Megadose en 2026-10-19T18:20:00+00:00 Town, which develops enterprise AI assistants, raised a $108M Series B at a $1B valuation, after announcing a $55M Series A in June (Dominic-Madori Davis/TechCrunch) https://megadose.ai/i/7f819853-f610-4444-9b25-8a795bd646d2 Megadose en 2026-10-19T17:59:59+00:00 Text-to-Image Generative Modeling Without Language Pretraining https://megadose.ai/i/39beead1-40af-4fbc-b328-b352fe576d2c Megadose en 2026-10-19T17:59:58+00:00 OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory https://megadose.ai/i/70957bf0-8511-424d-9097-b1037b4f1853 Megadose en 2026-10-19T17:59:58+00:00 Can It Actually Work? Synthesizing Functional CAD Mechanisms https://megadose.ai/i/d46992aa-2222-4ace-a99d-913bd35a8ad6 Megadose en 2026-10-19T17:59:56+00:00 Reinforcement Learning with Visually Attributable On-Policy Self-Distillation https://megadose.ai/i/f42dce8a-a9cb-45b8-a14a-576a0ff6443e Megadose en 2026-10-19T17:59:19+00:00 WeAct: Dynamic Weight Switching as Agent Actions https://megadose.ai/i/8daffb10-15d2-4a1e-b858-619d908f14a1 Megadose en 2026-10-19T17:59:12+00:00 Train An Imaginative Agent https://megadose.ai/i/2f803cea-4e29-4833-b8ae-857660ac2ffa Megadose en 2026-10-19T17:59:05+00:00 AnyGoal: On World Model Generalization Beyond Expert Rollouts https://megadose.ai/i/94f8b1f3-a1cd-40d6-a165-6f472c99da1b Megadose en 2026-10-19T17:58:41+00:00 LatComm: Reusable Context Compression for Latent Communication between Large Language Models https://megadose.ai/i/0e0326c1-9d1d-4757-9d88-7f62af81e347 Megadose en 2026-10-19T17:57:41+00:00 Same Simulation, Different Evidence: Where Retrieved Tool Output Costs LLM Agents Accuracy https://megadose.ai/i/20fcfddf-4cbc-4e13-be44-936e49d030d7 Megadose en 2026-10-19T17:56:52+00:00 Kronecker Delta Rule for Long Context Linear Attention https://megadose.ai/i/b5c97dcc-3ee3-4575-ad5f-a46d195404cb Megadose en 2026-10-19T17:55:38+00:00 ProteinGeoBench: Frontier Structural-Biology Agents Are Fluent at Lookup but Lost in Geometry https://megadose.ai/i/7ca225a0-721b-46fb-a09e-6a87e33f2e67 Megadose en 2026-10-19T17:55:35+00:00 Agent World Model in the Wild: Computer-Use Agent Environment Synthesis https://megadose.ai/i/2188e8ed-80fd-43dc-87a8-271c69d4967d Megadose en 2026-10-19T17:55:18+00:00 KEEP-Bench: Evaluating Evidence Preservation in Context Compression https://megadose.ai/i/8cb72db2-851c-403c-8c66-baccd472c95e Megadose en 2026-10-19T17:55:06+00:00 RefCraft: Benchmarking Visual-Reference-Conditioned Agentic Generation through Web Development https://megadose.ai/i/a9b96077-3839-49e0-87fb-48b20959991c Megadose en 2026-10-19T17:54:35+00:00 MemT-1.0: Towards Memory-Native Evolution https://megadose.ai/i/c6647158-d983-4522-a77e-6a7512cdc7f6 Megadose en 2026-10-19T17:54:20+00:00 SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum https://megadose.ai/i/30413eb1-55a8-4c90-8436-69dfba1a5eea Megadose en 2026-10-19T17:49:49+00:00 Safety Mid-Training: Internalizing LLM Safety as a Foundational Capability https://megadose.ai/i/0f804b25-0b0f-46d5-b72f-0a9769fbc77a Megadose en 2026-10-19T17:45:43+00:00 Mise-en-Video: Fine-Grained 3D Control for Multi-Shot Video Generation https://megadose.ai/i/54a59ade-07c1-406d-8fb7-3bc05450c138 Megadose en 2026-10-19T17:40:30+00:00 On Data Scaling in Tabular ML: More Data, Better Generalization? https://megadose.ai/i/cff106d6-7b8c-46c8-b907-8762dca73235 Megadose en 2026-10-19T17:40:21+00:00 SOMA: Continuous Monitoring and Intervention for System Two Reasoning with System One Models https://megadose.ai/i/df13d2cc-da01-4050-b2a7-f95d9366897f Megadose en 2026-10-19T17:38:05+00:00 LG-Bench: A Graph-Structured Evaluation Benchmark for Life Sciences https://megadose.ai/i/2a211cc5-eead-4435-a195-97e5f32026a6 Megadose en 2026-10-19T17:35:18+00:00 RESIN: Multi-Chain Reasoning with Entity-Structured Indexing https://megadose.ai/i/9e905d5b-3368-4ab4-b84e-e6cd48cb563e Megadose en 2026-10-19T17:30:29+00:00 Monsoon: Scalable Spontaneous Speech Collection for Low-Resource ASR in 50 Languages https://megadose.ai/i/d3e97712-a896-47f3-954e-80315e5de978 Megadose en 2026-10-19T17:27:38+00:00 HarnessPro: Recursive Harness Self-Improvement with Pareto Optimization for Performance-Cost Trade-offs https://megadose.ai/i/7bf80c71-e223-4421-b47f-3fe4bf9e795f Megadose en 2026-10-19T17:15:53+00:00 TokenGate: Adapting LLMs for Fast and Memory-Efficient Prefill with Learned Token Pruning https://megadose.ai/i/3c6dfea5-1d95-4898-9516-e838b06a2a13 Megadose en 2026-10-19T17:15:01+00:00 Tolan, an AI assistant focused on users that are not tech-savvy, raised $30M from USV, Khosla Ventures, and Homebrew, and says 70% of its users are women (Alex Konrad/Upstarts Media) https://megadose.ai/i/c6dae808-f96a-4aaf-a319-385834ed93f2 Megadose en 2026-10-19T17:14:23+00:00 Trajectory Replay: Continuous-Time Mixture Transport for Lifelong Generative Models https://megadose.ai/i/2849eb57-3e4e-45ae-9538-bfcbb6d55f00 Megadose en 2026-10-19T17:14:12+00:00 Gradient descent reaches arbitrary accuracy in a fixed number of large steps on multiclass logistic regression https://megadose.ai/i/6ec65490-a383-4985-9a4d-e58df72ce591 Megadose en 2026-10-19T17:12:55+00:00 recAMPLIFY: Large-Scale Pretraining of Recursive Protein Language Models https://megadose.ai/i/312bc116-aa36-4782-9307-e1bee02b5fa0 Megadose en 2026-10-19T17:06:58+00:00 Polar Switch: Fast Muon Orthogonalization with Polynomial Circuits https://megadose.ai/i/2d435290-ae8c-4356-859e-ae02a089e8fa Megadose en 2026-10-19T17:05:07+00:00 Sources: DeepSeek and Huawei are collaborating on future AI chip designs; DeepSeek plans to start using Ascend 950DT for pre-training as soon as 2026's end (The Information) https://megadose.ai/i/ca99302a-e361-484e-a83a-53263440d71e Megadose en 2026-10-19T15:55:01+00:00 Amazon introduces TorchNeuron, an open-source tool that will allow developers to run code written in PyTorch on Amazon's Trainium chips with no rewrite (Todd Bishop/GeekWire) https://megadose.ai/i/baf58c29-3276-4bd2-b7fb-d50e2e3dcf10 Megadose en 2026-10-19T15:40:02+00:00 AI infrastructure startup Modal says it plans to start using Nvidia's Vera CPUs for the first time for hosting agents, alongside existing Intel and AMD chips (Stephen Nellis/Reuters) https://megadose.ai/i/3b0c7227-ee65-4559-b2ab-400bca0d9f20 Megadose en 2026-10-19T15:37:09+00:00 Nvidia launches new open models to run agents in the enterprise and on PCs https://megadose.ai/i/bbab08f6-803a-48bf-9f65-889cae0e1227 Megadose en 2026-10-19T15:30:01+00:00 MiniMax launches M3.1 Flash, saying it delivers "a generational leap" in agentic tasks, coding, computer use, and cybersecurity, with weights due October 23 (MiniMax) https://megadose.ai/i/9cf69be9-1f3f-4e5a-8626-352c0d14dcd4 Megadose en 2026-10-19T13:25:02+00:00 Microsoft unveils new security tools in its 365 E7 bundle and Project Perception system to treat AI agents as potential insider threats via risk assessments (Todd Bishop/GeekWire) https://megadose.ai/i/18259046-462a-4cde-b17f-fd3eb7aeba15 Megadose en 2026-10-19T12:20:02+00:00 Tel Aviv-based doubleAI releases its debut code execution model to optimize GPU and CPU performance; doubleAI raised $220M and acquired 1,000 Nvidia B300 chips (Belle Lin/Wall Street Journal) https://megadose.ai/i/9f2a947f-d1f2-4c7d-8c7e-914124e8b698 Megadose en 2026-10-19T12:00:00+00:00 Advancing Coding in Low-Resource Programming Languages https://megadose.ai/i/3a6c8638-956f-4fe0-bbe5-6b0296316672 Megadose en 2026-10-19T11:45:00+00:00 AI chip startup Tenstorrent raised a $1.5B Series E led by Trace Capital and Innovation X at a $6.2B valuation, up from $2.6B after raising $700M in 2024 (Bloomberg) https://megadose.ai/i/0e6ac279-138f-4069-abaf-e2855acac65a Megadose en 2026-10-19T10:30:01+00:00 Google DeepMind says four Gemini 4 Argon agents beat Minecraft without any human help in 27 hours and 14 minutes, costing $1,620 at Argon's planned 2027 price (Matthias Bastian/The Decoder)