https://megadose.ai/i/29a54a95-1e7d-442c-aea2-9ec375697468 Megadose en 2026-09-17T09:30:02+00:00 Snap is pitching its $2,195 Specs as an enterprise product, inking Salesforce, Amazon, and Nvidia deals to enable visual overlays, alongside consumer features (Boone Ashworth/Wired) https://megadose.ai/i/99a50043-7b7f-4c22-9ea2-d470f5100fde Megadose en 2026-09-17T09:15:21+00:00 Data center developer Crusoe raised $3.9B co-led by Atreides, Valor, and Mubadala at a ~$30.9B post-money valuation, as it bets on factory-built data centers (Anissa Gardizy/Wall Street Journal) https://megadose.ai/i/9c641528-8bc2-4bda-8be0-aa3fec36f92d Megadose en 2026-09-17T05:55:03+00:00 Huawei plans to launch the Ascend 960DT AI chip in Q1 2027 and the 960PR in Q3 2027, and says its UnifiedBus tech is key to its next-generation large AI systems (Reuters) https://megadose.ai/i/396bf0e5-35ae-4b93-82a1-e6cf6e190524 Megadose en 2026-09-17T05:00:00+00:00 Iceland-based Treble raises $18 million for its voice simulation platform https://megadose.ai/i/485e03fb-c843-461a-8970-aceb69cfb3af Megadose en 2026-09-17T04:45:48+00:00 Sources: Emulate, a month-old UK AI startup founded by former Google DeepMind researchers, is in advanced talks to raise as much as $700M at a $3.7B valuation (Financial Times) https://megadose.ai/i/bec4a4ff-e871-4fe3-933f-f643e8e59fe7 Megadose en 2026-09-17T04:40:01+00:00 Sources: Manus is set to soon close a $500M funding round at a $4B valuation, signaling growing confidence after Beijing unwound its $2B buyout by Meta (Bloomberg) https://megadose.ai/i/d0b5f05b-577f-41f6-8c3a-da88386ca595 Megadose en 2026-09-17T03:30:48+00:00 OpenAI discovered an unreleased Astra model adding an "unrelated persona instruction" during RL training, but did not observe any behavioral differences (OpenAI) https://megadose.ai/i/befd5e45-b41a-4f0e-b307-dcfc7e0f293f Megadose en 2026-09-17T01:10:02+00:00 Generac signs a long-term deal to supply Amazon with up to $8B worth of backup generators for data centers and grants Amazon a warrant for up to a 2.6% stake (Michelle Ma/Bloomberg) https://megadose.ai/i/342969a8-2ed8-418a-9e36-471f249b26e5 Megadose en 2026-09-17T00:30:32+00:00 Snap introduces Specs Intelligence, an AI assistant designed to work across iPhone, Mac, and Specs glasses, calling it an "anticipatory AI service" (Jay Peters/The Verge) https://megadose.ai/i/747b0316-ebbd-4e93-97f3-71d5ce1d45f8 Megadose en 2026-09-16T22:20:01+00:00 Sources: a group of 10 banks is providing a $22B loan to Blackstone and Alphabet's venture Crux AI, which provides compute for AI labs, to fund TPU purchases (Bloomberg) https://megadose.ai/i/ae0d9537-7008-4f8f-aac3-a11cbee695bd Megadose en 2026-09-16T20:59:24+00:00 Breaking the 1.58-bit Barrier for Ternary LLMs https://megadose.ai/i/4c4ad35a-b748-4688-b8fd-63532835bfc6 Megadose en 2026-09-16T20:12:00+00:00 After accusations of selling ‘perv glasses,’ Meta prepares to sell a pair without a camera https://megadose.ai/i/33713795-d2b5-417c-95e2-101f1af41ff1 Megadose en 2026-09-16T20:05:02+00:00 Hang Ten Systems, which uses AI to help large enterprises build software, raised an additional $53M seed led by Xora, five weeks after its initial $32M seed (Jagmeet Singh/TechCrunch) https://megadose.ai/i/380bcf57-501c-45b4-8272-47de6d0f35ac Megadose en 2026-09-16T19:19:08+00:00 How good are frontier models at physics? https://megadose.ai/i/87aba7ce-89c9-474a-9605-61ef5294d462 Megadose en 2026-09-16T19:05:01+00:00 Self-driving tech company May Mobility plans to go public via a SPAC merger at a $1.4B pro forma enterprise value and raise up to $337M in gross proceeds (Joann Muller/Axios) https://megadose.ai/i/81f2ec9a-1924-4e04-9e9d-81ec697d9a8d Megadose en 2026-09-16T18:45:01+00:00 Google adds MCP integration to Google Home, letting third-party AI agents analyze home data and control devices, rolling out to Premium Advanced users in the US (Jennifer Pattison Tuohy/The Verge) https://megadose.ai/i/4665fe3a-67f9-484a-84ea-c0be02aa80ec Megadose en 2026-09-16T18:09:49+00:00 Claude Cowork and chat are now one Claude https://megadose.ai/i/3dc60241-0209-4d4f-a2e7-c51f97fdfdfb Megadose en 2026-09-16T17:59:45+00:00 Objective vs. Search: Decomposing What Makes a Good Tokeniser https://megadose.ai/i/8e722f25-255a-4bb1-9a68-20f9a157a8db Megadose en 2026-09-16T17:59:35+00:00 A Zeroth-Order Paradigm for LLM Preference Alignment https://megadose.ai/i/02698c90-51c6-49dc-a477-7fc757a5d0c1 Megadose en 2026-09-16T17:59:30+00:00 PANORAMA: Panoptic Grounded Captioning via Mask Proposal Selection https://megadose.ai/i/26d1514b-73b6-45b2-9d34-b158ab639e47 Megadose en 2026-09-16T17:56:44+00:00 Dreaming the Sound of Contact: Leveraging Video and Audio Generation for Zero-Shot Force-Aware Manipulation and Data Generation https://megadose.ai/i/22a1f734-a361-4c75-99ec-098030b8361e Megadose en 2026-09-16T17:56:12+00:00 Exponential Hardness of Off-Policy Evaluation under History-Dependent Logging https://megadose.ai/i/0a6c6958-d929-4f25-9472-a29e741e0edb Megadose en 2026-09-16T17:55:47+00:00 ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments https://megadose.ai/i/17877855-1eb8-4717-bd0f-4a7dabf9c090 Megadose en 2026-09-16T17:50:42+00:00 Cognitive Extensions for Dual-Process Language Agents: Memory and Self-Reflection in Interactive Environments https://megadose.ai/i/3b3ffd27-aa4e-4409-a5d3-2733f3c18f4d Megadose en 2026-09-16T17:46:34+00:00 Affora: A Design System for Agent-Friendly Interfaces https://megadose.ai/i/526bd49b-0121-4177-8894-7a37e7da5218 Megadose en 2026-09-16T17:46:06+00:00 Flag Game: A Toy Model for Mechanistic Swarm Interpretability https://megadose.ai/i/4dabb228-c4cc-4f57-85ad-65e9afad159c Megadose en 2026-09-16T17:41:12+00:00 Playing log(N)-Questions over Wikipedia Abstracts: Communication Efficiency Between Paired Frontier Models https://megadose.ai/i/7b1ce473-4d2a-481a-8711-625a15c3fd19 Megadose en 2026-09-16T17:36:13+00:00 How Model Growth, Recursion, and Boundary Operators Influence Scaling Exponents https://megadose.ai/i/7d64c1c0-eb33-47c6-857e-5257cdc919a7 Megadose en 2026-09-16T17:34:43+00:00 rMuscle: Robotic Muscle Memory for Efficient Vision-Language-Action Model Inference https://megadose.ai/i/4c41d136-5a16-4102-bf70-31bdba649c41 Megadose en 2026-09-16T17:31:52+00:00 Monitoring and Discovering Reward Hacking with Internal Representations during LLM Evaluations https://megadose.ai/i/e3d33d0c-5e4f-4651-96cc-87aab8ae0d63 Megadose en 2026-09-16T17:31:27+00:00 Evidence-Grounded Agentic Formulation Development in an Autonomous Laboratory https://megadose.ai/i/0b3cb92c-532e-4520-b286-ff4951876e97 Megadose en 2026-09-16T17:28:51+00:00 Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation https://megadose.ai/i/3b38fae6-87f2-40d3-9ece-4f89ada1f05f Megadose en 2026-09-16T17:26:54+00:00 Securing quantum error correction against misleading advice from AI agents https://megadose.ai/i/ac12cd2b-65d4-4f3f-a0ec-4ece4cb3f884 Megadose en 2026-09-16T17:26:10+00:00 MUSE: Benchmarking Large Vision-Language Models on Multi-Modal Understanding in Situated Education https://megadose.ai/i/144421f4-33e3-4d7b-8889-5c7e2e397999 Megadose en 2026-09-16T17:23:50+00:00 A General Kernel Framework for Non-CND Distance Measures Using |D|-Dimensional Sparse Landmark Embeddings https://megadose.ai/i/80febf1d-84c3-4e36-ac0a-7299c573b925 Megadose en 2026-09-16T17:18:00+00:00 Probabilistic Linear Explanations https://megadose.ai/i/cfc71eec-76c0-4e21-bbd3-500d18188db8 Megadose en 2026-09-16T17:17:46+00:00 Double descent is the principle of least action https://megadose.ai/i/b5ed4b53-b65e-4435-8fc7-031d2683f2ce Megadose en 2026-09-16T17:09:05+00:00 Long-Lived Characters, Local Inference: Incremental Memory Maintenance for Game NPCs https://megadose.ai/i/8de1b0c7-f433-4b7c-807d-6d54ba713f75 Megadose en 2026-09-16T17:05:03+00:00 Social Laws for Multi-agent Coordination in Stochastic Environments https://megadose.ai/i/33f2b411-0b97-4615-b6e7-ff935daba4f8 Megadose en 2026-09-16T17:03:37+00:00 Comprehensive reconstruction of collider events with hypergraph representation learning and graph-conditioned diffusion https://megadose.ai/i/c50217de-bc74-45a3-b063-cc24bc033a8f Megadose en 2026-09-16T17:00:00+00:00 Your AI agents can now control your Google Home devices https://megadose.ai/i/7a3e518a-a310-4c06-b04e-2973404148f1 Megadose en 2026-09-16T16:55:46+00:00 Higher-order pruning of experts in mixture-of-experts language models https://megadose.ai/i/7b0715ba-2deb-402b-b616-e7d333e30ed9 Megadose en 2026-09-16T16:50:01+00:00 Delos Data, which develops network chips and software to connect AI chips in a data center, raised $100M from Matrix, Playground, Socratic Partners, and others (Stephen Nellis/Reuters) https://megadose.ai/i/1daabc28-fe01-4990-b93a-990d33cb9fdb Megadose en 2026-09-16T16:49:50+00:00 Beyond Outcomes: Dual-View Relational Learning for Efficient Agent Benchmarking https://megadose.ai/i/6434d306-e2af-4cf0-a6ac-9b2d9b9ba292 Megadose en 2026-09-16T16:49:48+00:00 How Much is a Human Right Worth? ECtHR-NPD: A Benchmark for Predicting Non-Pecuniary Damage Awards https://megadose.ai/i/1d286396-659d-47e9-b797-427b82fc0eee Megadose en 2026-09-16T16:42:10+00:00 Anthropic merges Claude chat and Cowork, and adds a feature for making presentations and documents, rolling out to Pro and Max plans first (Ivan Mehta/TechCrunch) https://megadose.ai/i/5c12ff5d-6a73-4892-ae9d-86e34cd363b1 Megadose en 2026-09-16T16:30:00+00:00 Anthropic merges Claude chat and Cowork in one interface https://megadose.ai/i/bc7c4da3-4e2f-4833-8a1c-8f822e2e9985 Megadose en 2026-09-16T16:25:01+00:00 Arcee AI, which develops open-weight models in the US, raised a Series B at a $1B pre-money valuation; a source says Arcee raised at least $150M (Allie Garfinkle/Fortune) https://megadose.ai/i/36cc568a-b9bd-4d34-aab4-50f507771da8 Megadose en 2026-09-16T16:20:01+00:00 Cohere and Aleph Alpha sign a definitive merger agreement; the combined company will operate as Cohere, with Aleph Alpha co-CEO Ilhan Scheer becoming Cohere COO (Leo Marchandon/Reuters) https://megadose.ai/i/8302f0ff-7af9-46e3-a66e-3a8dfc7679de Megadose en 2026-09-16T16:14:02+00:00 Preventing Model Collapse: A Fisher-Rao Perspective on the Dynamics of Training with Synthetic Data https://megadose.ai/i/07a4b060-be9d-45d5-aabf-aa99f66de922 Megadose en 2026-09-16T16:03:11+00:00 ASLEval: Measuring Privacy Exposure Displacement in LLM Agent Sessions https://megadose.ai/i/7daf8835-ed30-47a1-b5b5-5ce59ec84459 Megadose en 2026-09-16T16:00:46+00:00 PersonaPath: Towards Knowledge-Centric Personalized Learning Path Planning https://megadose.ai/i/9bbb5050-9470-4260-adf8-768e557c9c33 Megadose en 2026-09-16T16:00:36+00:00 Decodable but Misrouted: Sparse Features Uncover a Readout Gap in Vision-Language Models for Harmful Meme Detection https://megadose.ai/i/209b0473-54cf-45f8-a78f-517cf1276fe6 Megadose en 2026-09-16T15:59:20+00:00 GrainSpeech: Less Context, More Detail for Compact Speech Synthesis https://megadose.ai/i/ef2ebbcd-4128-4236-a4e5-d251d67cd015 Megadose en 2026-09-16T15:54:34+00:00 Ask the Tool, Don't Guess: Agent Tool Calls Hold Their Progress, and the Serving System Should Read It https://megadose.ai/i/f0f23d80-4ad3-4ec9-8962-d449985490ea Megadose en 2026-09-16T15:51:51+00:00 ReFigBench: Benchmarking Scientific Figure Reconstruction as Editable PowerPoint Artifacts https://megadose.ai/i/78d5cb6d-3a14-4350-84f2-8f9e76a36cfd Megadose en 2026-09-16T15:49:34+00:00 Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data https://megadose.ai/i/1b7f6a5f-0210-47ca-8264-4b28c3b14a51 Megadose en 2026-09-16T15:40:01+00:00 Noetive, which is developing an industrial AI model for businesses in physical industries, emerges from stealth with a $41M seed led by Eclipse (Sarah Klearman/Wall Street Journal) https://megadose.ai/i/7e410939-6f92-4ad6-9a8b-797c2b6fa9f2 Megadose en 2026-09-16T15:30:17+00:00 Using OCR Heads to Verbalize Image Semantics https://megadose.ai/i/f7cc1246-668d-4742-b930-7ba68892f0df Megadose en 2026-09-16T15:27:33+00:00 Compositional Policy Violations: When Step-Level Compliance Fails In Agentic AI Workflows https://megadose.ai/i/06f202a0-e312-4015-a564-1584ef5797f0 Megadose en 2026-09-16T15:21:39+00:00 WaveTLM: Reliable Time-Series Language Modeling through Task Compilation https://megadose.ai/i/d0c25283-0583-44d4-b48f-6803053cc3ef Megadose en 2026-09-16T15:19:05+00:00 ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks https://megadose.ai/i/0f35b1e7-2d4f-4b6c-a3a6-d49c0424c028 Megadose en 2026-09-16T15:10:01+00:00 LawZero, a non-profit founded by Yoshua Bengio to develop safe AI systems, says Canada and Germany are providing up to $300M in grant funding (Globe and Mail) https://megadose.ai/i/90eea5fa-f5c6-49bc-8a6e-f56b5f4ae8fb Megadose en 2026-09-16T15:01:23+00:00 CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents https://megadose.ai/i/07dfe70f-0373-4b88-b462-2ea7e3718125 Megadose en 2026-09-16T14:45:01+00:00 OpenAI is testing Sponsored Agents, which let users chat with business-sponsored agents and visit advertiser websites via ChatGPT ads, with some US advertisers (Anzar Mehraj/Reuters) https://megadose.ai/i/e8818c7e-e2ae-4116-b5cc-36cbb058ce85 Megadose en 2026-09-16T13:15:01+00:00 Sources: Apple is developing enterprise AI servers powered by two or four M8 Ultra chips, set for 2029, and is considering integrating Nvidia's NVLink Fusion (The Information) https://megadose.ai/i/50368623-f4a2-4d5b-a141-0a7684b30276 Megadose en 2026-09-16T13:00:00+00:00 Reimagining advertising with AI https://megadose.ai/i/e177db59-709d-4265-bc95-5ac4d991c742 Megadose en 2026-09-16T13:00:00+00:00 Former Infosys chief’s AI startup nabs another $53M https://megadose.ai/i/43ae02a1-79c1-4a28-9b6a-4dcb78c89088 Megadose en 2026-09-16T12:57:13+00:00 Mistral models now power Firefox Smart Window https://megadose.ai/i/3ae8919b-2fe8-4adf-ad65-e1dadc70866a Megadose en 2026-09-16T12:55:01+00:00 Modular data center startup Rune raised a $40M Series A led by Spark Capital to deploy off-grid compute capacity directly at solar and renewable energy sites (Adele Peters/Fast Company) https://megadose.ai/i/5a8a53ae-2eb6-43ed-aec4-c811e0b4d228 Megadose en 2026-09-16T12:45:01+00:00 A profile of Meta Compute co-lead Dina Powell McCormick, who is using her network to help structure major AI financing, as Mark Zuckerberg focuses on product (Bloomberg) https://megadose.ai/i/39f28d71-d552-4ef9-97b1-892ca0f4d4c7 Megadose en 2026-09-16T11:09:53+00:00 [AINews] Jev: a “System One Model” that only decides/classifies/routes/scores — >100x faster, >200x cheaper than small frontier LLMs https://megadose.ai/i/19042f81-67a3-4924-b305-8d1d599aa8fb Megadose en 2026-09-16T10:34:47+00:00 Amazon launches Alexa+ in India with Hindi support https://megadose.ai/i/d9c57d06-3f6c-4dc7-83ba-688cdcdee8bf Megadose en 2026-09-16T10:25:03+00:00 Mistral partners with Mozilla to power Firefox's AI browsing assistant, Smart Window, in the US, Canada, and France, with UK and Germany rollouts later in 2026 (Mauro Orru/Wall Street Journal) https://megadose.ai/i/2a590f7a-75e0-41b5-ac1e-d3c129c88547 Megadose en 2026-09-16T10:10:01+00:00 Sources: Anthropic has signed its first Australian data center lease for a planned 2.16GW campus located ~150 miles from Brisbane, set to come online in 2027 (Byron Kaye/Reuters) https://megadose.ai/i/7f0e263f-fd79-4d0f-b681-3ed83c438034 Megadose en 2026-09-16T09:05:00+00:00 Apodex launches Apodex v1.1 Deep Discover model https://megadose.ai/i/c58e3f65-3f39-4838-8bb1-57ea6e7d435e Megadose en 2026-09-16T08:53:09+00:00 Gemini Notebook adds Voice Chats and Interactive Reports https://megadose.ai/i/985cc896-a6e8-4fc4-bd34-351f376d94bc Megadose en 2026-09-16T06:30:00+00:00 Sources: Shanghai-based Anew Labs, a ByteDance spinoff using AI for drug discovery, raised $290M from HSG, IDG Capital, and others at a $1.5B valuation (Kane Wu/Reuters) https://megadose.ai/i/4b73f888-1d33-4fdd-89fc-76d3ff253a50 Megadose en 2026-09-16T05:55:01+00:00 Sources: SK Hynix is in talks with Intel to manufacture memory chips in the US but potential opposition from Seoul could be a major hurdle for the deal (Reuters) https://megadose.ai/i/d7de12e6-97ed-4470-8626-f58e691b1da7 Megadose en 2026-09-16T05:00:59+00:00 Sources: investors recently approached OpenAI with a proposal to invest at a $1.2T valuation, but OpenAI believes its value should be at least $1.5T (Sri Muppidi/New York Times) https://megadose.ai/i/154d30b3-50eb-448e-af47-7f02d099e9ef Megadose en 2026-09-16T04:55:01+00:00 TypeSafe AI debuts Jev, a model using "Reinforcement Learning for Calibrated Decisions" to produce typed probabilistic decisions that software can use directly (Thomas Claburn/The Register) https://megadose.ai/i/8fadd76b-e39a-4c70-b1d2-90abf54f8733 Megadose en 2026-09-16T02:15:01+00:00 Source: AI assistant Instinct seeks to raise $1B at a $10B valuation, up from $2.25B less than a month ago; Sequoia and Benchmark are in talks to lead the round (Valida Pau/The Information) https://megadose.ai/i/d93f9c6f-1d3b-4f56-bfd1-4fa9b1f1404e Megadose en 2026-09-16T00:00:00+00:00 Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening https://megadose.ai/i/9760d5f4-0fb7-453e-b46b-9115fd65f548 Megadose en 2026-09-16T00:00:00+00:00 ActionPiece: Rethinking Action Tokenization for Autoregressive Vision-Language-Action Models https://megadose.ai/i/1e99c611-ab35-4389-9b60-7ca6ebc6df1f Megadose en 2026-09-16T00:00:00+00:00 A Zeroth-Order Paradigm for LLM Preference Alignment https://megadose.ai/i/a567e7c4-5876-41db-8889-a981f7b0680c Megadose en 2026-09-16T00:00:00+00:00 Agora: Git as Shared Memory for Collective AutoResearch https://megadose.ai/i/8b0b6702-8ee4-4b90-99b8-900817e3f1bb Megadose en 2026-09-16T00:00:00+00:00 ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments https://megadose.ai/i/8cc13e8c-082d-43ab-bae1-0063b93d860b Megadose en 2026-09-16T00:00:00+00:00 ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks https://megadose.ai/i/22e7aac0-1703-46b7-9fff-a66715597ba8 Megadose en 2026-09-15T22:50:00+00:00 Sources: Meta plans to release a camera-free pair of smart glasses this fall; the new model has six mics to let users speak with Meta's AI chatbot and Muse (Jyoti Mann/The Information) https://megadose.ai/i/62b1a1b0-84c4-4cd2-8c5b-92d53a66ea7f Megadose en 2026-09-15T22:47:07+00:00 Gemini Live audio https://megadose.ai/i/327dd8db-a6b4-443f-8435-8aaaa79c6f74 Megadose en 2026-09-15T22:30:02+00:00 TypeSafe AI, which is developing a model that outputs numerical responses with probability estimates to help businesses assess reliability, raised a $40M seed (Rashi Shrivastava/Forbes) https://megadose.ai/i/5f7d3562-86e5-4add-80a5-40a7b045e587 Megadose en 2026-09-15T22:12:33+00:00 Sources: OpenAI has held early conversations with investors about raising another private funding round at a $1.2T valuation before its planned IPO (Financial Times) https://megadose.ai/i/78f565ce-ccbc-4e6b-92e3-f92260b94a2d Megadose en 2026-09-15T21:38:41+00:00 Meta launches Meta One globally with 50+ paid features https://megadose.ai/i/b19c3c75-86f6-47b7-b85f-5ecd404d4f59 Megadose en 2026-09-15T21:35:01+00:00 OpenRouter users spent more on OpenAI's models than on Anthropic's in the week of September 7, the first time that happened since the week of February 26, 2024 (@openrouter) https://megadose.ai/i/d23b13be-14fc-42ed-998f-14b0705044f7 Megadose en 2026-09-15T21:34:51+00:00 Google rolled out Gemini 3.8 Live and Extended Thinking https://megadose.ai/i/03af21e2-6275-4e9f-86fd-2f1d2b3df16a Megadose en 2026-09-15T20:12:53+00:00 Meta now lets AI agents handle the boring parts of WhatsApp Business setup https://megadose.ai/i/7bb56047-e277-4c27-b980-16187ac446a7 Megadose en 2026-09-15T20:11:54+00:00 Can Skills Learned in Games Transfer to Real-World Work? https://megadose.ai/i/4c51644c-5e79-47e2-aaae-45d8fd266556 Megadose en 2026-09-15T20:00:35+00:00 Bypassing inference bottlenecks: Accelerating complex AI search with Retrieve-for-Train https://megadose.ai/i/3d723a7a-3ced-4725-b4f0-b1884f9636d7 Megadose en 2026-09-15T19:25:03+00:00 Introducing System One Models and Jev https://megadose.ai/i/ec0844bc-d726-4810-9185-b59504033a9b Megadose en 2026-09-15T19:07:38+00:00 Learning to solve hard problems in RL for LLMs by never giving up https://megadose.ai/i/d53850ba-173f-4d27-afd6-2a87105116d7 Megadose en 2026-09-15T18:45:01+00:00 CADDi, which sells AI tools to help manufacturers organize engineering and production data, raised a $114M Series D at a $1.2B valuation, up from $470M in 2025 (Jeremy Kahn/Fortune) https://megadose.ai/i/de9800b5-0978-4305-8e74-cd67dce57009 Megadose en 2026-09-15T18:20:02+00:00 Google launches Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking, its "most advanced live dialogue models yet", to more effectively enable voice agents (Google) https://megadose.ai/i/2d3a661f-ad93-4569-abf0-b81bcb35eeb9 Megadose en 2026-09-15T17:57:27+00:00 Agentic Societies Need a Social Harness https://megadose.ai/i/861068e4-127e-4f1e-8a90-fb1957d01756 Megadose en 2026-09-15T17:55:28+00:00 ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents https://megadose.ai/i/82f94338-9414-4d0a-a0b1-440b3d38df18 Megadose en 2026-09-15T17:55:13+00:00 PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control https://megadose.ai/i/db764138-a843-4a98-a586-886c39502f77 Megadose en 2026-09-15T17:52:24+00:00 When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control https://megadose.ai/i/efd20e2b-8228-4774-8c1f-f8f97f28f32b Megadose en 2026-09-15T17:51:48+00:00 What Breaks Under Pruning in Smart Homes, and When? Evaluating LLM Degradation Across Architectures and Task Complexity https://megadose.ai/i/00ad043f-9cea-4743-8831-690d0269d8ec Megadose en 2026-09-15T17:46:51+00:00 LACE: Layer-Wise Compression for Dynamic Frame Rate Codecs https://megadose.ai/i/18174239-ccc1-4845-b22e-1b4031aa9b23 Megadose en 2026-09-15T17:42:15+00:00 ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation https://megadose.ai/i/47159d05-3db0-4d6a-b462-a9766cbc975c Megadose en 2026-09-15T17:38:18+00:00 Gemini 3.8 Live and 3.8 Live Extended Thinking https://megadose.ai/i/88e43ce4-fccc-4ed1-a5b9-985bc80b3ecc Megadose en 2026-09-15T17:37:29+00:00 Verifiable Social Reasoning for LLM Assistants https://megadose.ai/i/13944a05-0e53-4c80-894a-e70a24bbc963 Megadose en 2026-09-15T17:30:02+00:00 LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence https://megadose.ai/i/505a1ebe-3c75-46ca-a439-065bf4a4aa13 Megadose en 2026-09-15T17:24:09+00:00 Bridging the Gap Between Homogeneous and Heterogeneous Asynchronous Optimization Is Surprisingly Difficult https://megadose.ai/i/685cb8e6-e427-41f3-bd01-ec5158802237 Megadose en 2026-09-15T17:15:48+00:00 JustFit: 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management https://megadose.ai/i/edb864e7-edc9-4669-8812-2fd14932c528 Megadose en 2026-09-15T17:15:40+00:00 Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain Reward Feedback https://megadose.ai/i/6b198a61-493d-40b8-8786-08e4a1f4b8af Megadose en 2026-09-15T17:05:57+00:00 Introducing Gemini 3.8 Live and 3.8 Live Extended Thinking https://megadose.ai/i/9b41ac25-0ad0-45c8-bce1-e204733f4581 Megadose en 2026-09-15T17:05:24+00:00 Meta expands subscription push with new AI-focused plans https://megadose.ai/i/dde73572-e5de-4b87-8ace-c4b75a4636df Megadose en 2026-09-15T17:04:09+00:00 Decomposition Buys Integrity, Not Yield https://megadose.ai/i/5512a9ac-0e31-4705-abfe-d3f898c07385 Megadose en 2026-09-15T16:59:42+00:00 Tables Decoded: DELTA for Structure, TARQA for Understanding https://megadose.ai/i/d8e72154-a5f4-4a49-80e4-80627e6e1ab4 Megadose en 2026-09-15T16:46:51+00:00 Reduced-Space Multi-Fidelity Bayesian Optimization of Process Simulation Models https://megadose.ai/i/2c628b18-0d5f-4119-a91d-3c463e2f5bc1 Megadose en 2026-09-15T16:46:08+00:00 Evaluating Verified Autonomy in Quantum Engineering https://megadose.ai/i/beec3bca-bc5e-451c-a2e4-44fbc74ab076 Megadose en 2026-09-15T16:42:12+00:00 Learning-Guided Planning in Large Dynamic Action Spaces: Budgeted Tree Search for One-to-Many Mobile Charging https://megadose.ai/i/2d8d01aa-0eda-4657-a5c7-9edde489494b Megadose en 2026-09-15T16:29:12+00:00 Coding Agents Have Converged: Why the SWE-bench Leaderboard Can No Longer Order Its Top Entries, and What to Measure Instead https://megadose.ai/i/46aeef29-4d2a-42d8-8a61-ed617223fb98 Megadose en 2026-09-15T16:27:45+00:00 FlashVector: Agent for Hierarchical Model Serving Stack Optimization https://megadose.ai/i/c45d1e1b-b07f-4050-b2a5-a229472fbad5 Megadose en 2026-09-15T16:25:48+00:00 Bridging the Confidence Gap: Temperature Scaling for Calibrating Test-Time Prompt Tuning https://megadose.ai/i/acc9b538-6955-45a2-b3a3-9649dda49b16 Megadose en 2026-09-15T16:23:08+00:00 OPEN-1B: A Fully Auditable Training Run https://megadose.ai/i/c261d349-4492-4923-85d8-70e903b32714 Megadose en 2026-09-15T16:17:59+00:00 Large Language Models Develop Belief State Geometry In-Context https://megadose.ai/i/11eb2762-5f8f-406f-948d-1b7a3d49d165 Megadose en 2026-09-15T16:15:43+00:00 Factory, whose AI coding agents, called Droids, switch between models depending on a task's complexity, raised $200M at a $5B valuation, up from $1.5B in April (Angel Au-Yeung/Wall Street Journal) https://megadose.ai/i/e4d8623f-a2ac-4373-a1fd-8349efa5fc7d Megadose en 2026-09-15T16:12:50+00:00 NoimosAI launches new Customer Engagement Agent https://megadose.ai/i/c1c4edbb-22b8-4dc7-b316-be22c943cafa Megadose en 2026-09-15T15:58:48+00:00 ECHO: A Matched-Contrast Benchmark for Context-Sensitive Turn-Taking in Full-Duplex Dialogue https://megadose.ai/i/e4332e42-d571-4518-a07f-26963ffaecec Megadose en 2026-09-15T15:47:02+00:00 Where Should a Document Live: Context, Representations, or Parameters? https://megadose.ai/i/7968f984-be26-43a3-ad64-a17febc8e690 Megadose en 2026-09-15T15:32:07+00:00 From Transient Prompts to Persistent Control: Scientific Poster Generation via Recursive Semantic-Geometric Contracts https://megadose.ai/i/4390a781-3cd1-47b7-bd5f-a0fa24b938d3 Megadose en 2026-09-15T15:22:48+00:00 AEO startup Profound hits unicorn valuation, raises $180M Series D 7 months after last round https://megadose.ai/i/75b870ea-1223-45ac-b5d9-6643a8acd643 Megadose en 2026-09-15T15:18:52+00:00 Meta rolls out its Meta One subscription bundle globally, with expanded Meta AI capabilities powered by Muse, and $7.99/month and $19.99/month individual plans (Stevie Bonifield/The Verge) https://megadose.ai/i/2ed738d5-37b1-4a45-bf97-00c0cb08f6cf Megadose en 2026-09-15T15:17:29+00:00 Mo' Models, Mo' Problems: How to best select model pools when designing Multi-Agent Systems https://megadose.ai/i/b8945cec-cb3c-4deb-b500-bbec457f15d7 Megadose en 2026-09-15T15:08:03+00:00 Conformal Policy Learning with Distribution-Free Safety Guarantees https://megadose.ai/i/d9fd23bb-3cc2-4b10-9464-9ca86f6add46 Megadose en 2026-09-15T15:05:57+00:00 Extracting ontology-compliant knowledge from scientific text describing irradiated materials using large language models https://megadose.ai/i/c5c09d44-9c26-4748-b06b-4fb20043eedb Megadose en 2026-09-15T15:01:04+00:00 Same Flow, Different Paths: Variance Reduction in Flow Matching https://megadose.ai/i/ddd4dbaa-b07a-451d-8099-10ffaa4ef870 Megadose en 2026-09-15T14:42:37+00:00 Former TikTok execs built an app that uses AI to teach you how to pose for a photo https://megadose.ai/i/5391d7a8-aa8e-4243-8c6c-f6f48fddd9ee Megadose en 2026-09-15T14:31:43+00:00 Persistent Recurrent Memory Between Transformer Layers - Improves Language Model Generalization https://megadose.ai/i/01341728-210f-4a11-acb7-f79b0e5e19d0 Megadose en 2026-09-15T14:30:01+00:00 Artificial Intelligence Underwriting Company, which offers audits and safety certifications for AI agents, raised a $40M Series A, bringing total raised to $55M (Julie Bort/TechCrunch) https://megadose.ai/i/d2042e89-7c89-4811-8719-7b5d13fcebf1 Megadose en 2026-09-15T14:25:06+00:00 Meta says it plans to deploy MTIA 450, its third-generation custom AI chip, in data centers in H1 2027, followed by a broad rollout of MTIA 500 by end of 2027 (Dina Bass/Bloomberg) https://megadose.ai/i/ddf9e90e-c5ee-4d0a-98cf-ce4b43abfa4b Megadose en 2026-09-15T14:21:33+00:00 ECHO: Early-layer Collaborative Hierarchical Orchestration with Bonus Logits in Speculative Decoding https://megadose.ai/i/0118078d-0845-4633-b2f2-8c05bb9066f8 Megadose en 2026-09-15T14:05:02+00:00 At Dreamforce, Salesforce announces Koa, a specialized CRM reasoning model built on Nvidia's Nemotron architecture, designed to power AI agents in Agentforce (Mike Wheatley/SiliconANGLE) https://megadose.ai/i/d2829818-49c6-424e-87b6-08cfddb21bdc Megadose en 2026-09-15T13:35:01+00:00 Altera, which makes chips for AI, automation, and more, files confidentially for an IPO; Intel acquired it for ~$16.7B in 2015, and Silver Lake took 51% in 2025 (David Morris/Bloomberg) https://megadose.ai/i/005fa4f6-680d-4a0a-9a7f-09fd30715cb4 Megadose en 2026-09-15T13:00:00+00:00 Early Anthropic hire, former METR COO have found a way to rein in rogue AI agents