https://megadose.ai/i/d5f6f37f-99b9-4b4e-a7b5-fb5aac784b9a Megadose en 2026-09-02T23:40:00+00:00 Microsoft will start disclosing Azure quarterly revenue as part of a shift in its reporting structure, under which Azure revenue grew 42% YoY to $29.42B in Q4 (Jordan Novet/CNBC) https://megadose.ai/i/b837ee4e-83e1-4e7d-8000-c979a8199f53 Megadose en 2026-09-02T23:25:01+00:00 Uber launches London's first commercial robotaxi service; the vehicles use Wayve's autonomous driving tech and will initially have human safety drivers (Andrew J. Hawkins/The Verge) https://megadose.ai/i/6df20208-0e0e-49e7-b398-3f0a2ff96840 Megadose en 2026-09-02T23:05:00+00:00 Sources: Palo Alto Networks paid $500M in cash and stock to acquire agentic IT support startup Console; PitchBook: Console was valued at $157M before the sale (Marina Temkin/TechCrunch) https://megadose.ai/i/9a0f4312-7476-4190-a0e6-99752dbc97cd Megadose en 2026-09-02T22:44:56+00:00 Palo Alto Networks paid $500M for Thrive-backed Console, sources say https://megadose.ai/i/f76769ba-65ef-4a01-af65-1519bf93a313 Megadose en 2026-09-02T21:10:01+00:00 Muse Spark 1.3 with max reasoning, in limited preview for partners, scores 62 on the Artificial Analysis Intelligence Index, behind only Fable 5.1 and Opus 5 (@artificialanlys) https://megadose.ai/i/14a48fc4-66d3-4615-bbcb-5ff8348fe3e8 Megadose en 2026-09-02T21:05:02+00:00 HPE reports Q3 revenue up 34% YoY to $12.2B, vs. $11.9B est., forecasts FY 2026 and FY 2027 sales growth above est., signs a $3.5B server deal with a cloud firm (Dina Bass/Bloomberg) https://megadose.ai/i/5b8517a6-675f-4eaf-a943-8ee44d31a17d Megadose en 2026-09-02T20:45:20+00:00 Broadcom reports Q3 revenue up 86% YoY to $29.59B, vs. $29.36B est., AI semiconductor revenue up 221% to $16.7B, and forecasts Q4 revenue below estimates (Jordan Novet/CNBC) https://megadose.ai/i/c7753f6d-3ad7-4e59-b817-4188aec1e01e Megadose en 2026-09-02T20:19:14+00:00 OpenAI’s new reasoning technique alarms AI safety experts https://megadose.ai/i/09b1a678-5036-42b9-90e7-7c49a3e49b30 Megadose en 2026-09-02T19:45:22+00:00 Mark Zuckerberg says Meta's Watermelon model and Muse Spark open weights are "coming soon" (Mark Zuckerberg/@finkd) https://megadose.ai/i/6d085464-4f87-4adb-b79f-df3d7ff122a0 Megadose en 2026-09-02T19:23:54+00:00 Meta rolls out Muse Spark 1.3 in Muse Code and Meta Model API, saying it significantly improves coding and agentic performance, at the same price as Spark 1.2 (Ina Fried/Axios) https://megadose.ai/i/fdebb3af-9050-4b72-8e7b-d5765e44cf08 Megadose en 2026-09-02T16:25:00+00:00 Huskeys, which uses agentic AI to help companies block AI-driven attacks, raised a $27M Series A led by Blackstone Innovations Investments at a $100M+ valuation (Maria Armental/Wall Street Journal) https://megadose.ai/i/5468b9f3-02b2-465f-838d-771f38c9dd94 Megadose en 2026-09-02T16:20:01+00:00 The US Army awards $192M in contracts to Palantir and Anduril to produce eight TITAN AI-powered mobile ground stations, to be delivered over the next 18 months (Barratt Dewey/Tectonic Defense) https://megadose.ai/i/80a1d229-36d6-4c75-b4f5-4f93b8d86a57 Megadose en 2026-09-02T16:18:31+00:00 Introducing Gemini 3.8 Flash and 3.8 Flash Cyber https://megadose.ai/i/6166223c-c396-4ed9-9f81-4a2ecf81ca7c Megadose en 2026-09-02T16:04:10+00:00 Wonderful more than doubles its valuation to $5B in under 6 months https://megadose.ai/i/d21f91e4-c4dd-4614-acd3-b61edafd5cb7 Megadose en 2026-09-02T16:01:48+00:00 India’s richest man now wants to turn aging computers into AI-ready PCs https://megadose.ai/i/8145dc7b-de59-4dd0-be3e-06b3da6d56a7 Megadose en 2026-09-02T15:50:01+00:00 Google launches Gemini 3.8 Flash Cyber for partners in its new Fairwind Program, and says Gemini 3.8 Flash beats Opus 5 and GPT-5.6 Sol on some benchmarks (Google) https://megadose.ai/i/57b4ff49-8496-4085-a81b-e57a482ee0c6 Megadose en 2026-09-02T15:35:02+00:00 Google launches Gemini 3.8 Flash, three weeks after 3.7 Flash launch, for an introductory price of $0.75/1M input and $3.75/1M output tokens until December 31 (Abner Li/9to5Google) https://megadose.ai/i/7eb03fef-0f37-4f70-bb6f-fbbb6828a414 Megadose en 2026-09-02T15:20:01+00:00 Austin-based HiddenLayer, which makes security tools to protect AI models, agents, and workflows, raised a $100M Series B led by Delta-v Capital (Ram Iyer/TechCrunch) https://megadose.ai/i/666be106-0b10-4517-a2f0-e2ae924f9933 Megadose en 2026-09-02T15:12:40+00:00 Gemini 3.8 Flash and 3.8 Flash Cyber https://megadose.ai/i/bcda68bc-f1a7-49df-820a-5b3dcc487eff Megadose en 2026-09-02T15:01:23+00:00 HiddenLayer nabs $100M as enterprises rush to secure their AI deployments https://megadose.ai/i/8f78afe0-fc3e-4a73-a59c-ed2cb97242fd Megadose en 2026-09-02T15:00:48+00:00 Adobe launches Adobe for Slack, making 70+ creative and productivity tools, including Firefly, Photoshop, and Express, available via Slackbot prompts (Ivan Mehta/TechCrunch) https://megadose.ai/i/43b0a397-e6fb-4141-9c5b-a974622df74c Megadose en 2026-09-02T14:45:17+00:00 Wonderful raises $550M for its enterprise AI agent platform https://megadose.ai/i/2dbd798b-70ca-4200-a942-9b61b35d92b1 Megadose en 2026-09-02T14:40:10+00:00 Conveo, which uses AI to conduct customer interviews in 15 languages and analyzes transcripts for market insights, raised a $50M Series A led by DST Global (Chris Metinko/Axios) https://megadose.ai/i/de8e784a-2e3a-4d77-9b90-8fd6b679994f Megadose en 2026-09-02T14:03:57+00:00 Adobe acquires Indian market intelligence startup Rilo https://megadose.ai/i/fb42ab33-9c82-4995-860a-f2a12b121992 Megadose en 2026-09-02T13:50:59+00:00 Catch launches an AI assistant with phone calling support https://megadose.ai/i/58f9f978-531a-4bc2-81cf-7a6e21180bc8 Megadose en 2026-09-02T13:50:02+00:00 Wonderful, which helps enterprises deploy AI, raised a $550M Series C led by Insight at a $5B valuation; investors also paid $170M for shares from employees (Yuliya Chernova/Wall Street Journal) https://megadose.ai/i/07ccc714-c386-48c6-b5d5-4bd2182bed02 Megadose en 2026-09-02T13:15:01+00:00 New Jersey-based Aitan, which offers "robotic sovereignty as a service" and "edge AI weapon systems", emerges from stealth with $41M led by Deep33 and Dell (Colin Demarest/Axios) https://megadose.ai/i/1dc7b6c3-c9c0-43c2-ac1b-5b9906baa7cf Megadose en 2026-09-02T12:40:01+00:00 Valencia-based iPronics raised $125M co-led by Maverick Silicon and Light Street, with participation from Nvidia, to develop optical circuit switch tech (Stephen Nellis/Reuters) https://megadose.ai/i/a035cf29-3fb6-4c13-9964-ec410bb146b6 Megadose en 2026-09-02T10:15:15+00:00 Robotics and AI startup Lyte, founded by ex-Face ID engineers, raised $165M led by Maverick Silicon at a $1.6B valuation, taking its total funding to $272M (Samantha Kelly/Bloomberg) https://megadose.ai/i/713e0c73-e55b-4a63-84c8-5eb9f783ac1b Megadose en 2026-09-02T10:00:00+00:00 Fable 5.1, Enterprise Frontier Safeguards https://megadose.ai/i/14cd976c-53a1-4193-9181-5e4ba73fc36d Megadose en 2026-09-02T07:55:00+00:00 OpenAI launches a ChatGPT Health integration with Epic's EHR system and a new Healthcare Public Data plug-in that can fetch info from sources including PubMed (Ivan Mehta/TechCrunch) https://megadose.ai/i/86e014c4-441b-42f2-aaa3-c04045465f0a Megadose en 2026-09-02T07:46:08+00:00 [AINews] Claude Fable/Mythos 5.1: new SOTA model, 75% cache price cut but 70% more output tokens https://megadose.ai/i/713148d4-29ec-41bb-aef7-3632c02f5aa0 Megadose en 2026-09-02T06:30:00+00:00 A look at South Korea's sovereign AI efforts, including its planned $919B AI infrastructure investment and Nvidia's expanded ties with Samsung and SK Hynix (SemiAnalysis) https://megadose.ai/i/21c055bf-af0f-47b9-ab80-b33abde53346 Megadose en 2026-09-02T04:15:56+00:00 The Emergent Symbolic Structure of Artificial Neural Networks https://megadose.ai/i/afbb073e-5efe-4a12-810b-0fd6221f1114 Megadose en 2026-09-02T03:25:03+00:00 SciFin, which helps revenue teams converge fragmented information to understand business needs, raised a $44M seed co-led by Altimeter and Madrona (Kyt Dotson/SiliconANGLE) https://megadose.ai/i/722d57ef-d3f1-471e-964b-7c66f52129ba Megadose en 2026-09-02T00:55:01+00:00 Sources: Cognition is raising around $1B at a ~$47B valuation, up from $26B in May; Cognition received nearly $10B in investor interest (Bloomberg) https://megadose.ai/i/ccc81bf5-c3e1-432f-b65d-ca121f405d4b Megadose en 2026-09-01T23:59:59+00:00 Anthropic launches Claude Fable 5.1 and Mythos 5.1 https://megadose.ai/i/901a0b3a-7e36-4a00-acc1-74c2a65213f9 Megadose en 2026-09-01T23:52:37+00:00 Anthropic says Fable 5.1 will cost an estimated 25% less than Fable 5 for typical workloads and up to 45% less for highly agentic work (Zac Hall/9to5Mac) https://megadose.ai/i/d67596eb-10ea-40a7-a4e1-2a50127d3e2a Megadose en 2026-09-01T23:45:01+00:00 Anthropic prices Fable 5.1 at $10/1M input tokens and $50/1M output tokens, unchanged from Fable 5, and cuts cache read pricing by 75% to $0.25/1M tokens (Frederic Lardinois/The New Stack) https://megadose.ai/i/6cbcab93-e019-405d-b11a-e9c1b3523624 Megadose en 2026-09-01T23:20:00+00:00 IPO filing: SB Energy says it has 8.8GW of data center capacity contracted or under construction across Texas and Ohio and a $430B data center segment backlog (Monique Mulima/Bloomberg) https://megadose.ai/i/a149f4e2-a7ac-464a-9a5c-7c8e0c861bb0 Megadose en 2026-09-01T22:08:24+00:00 AfterQuery reportedly becomes Y Combinator’s fastest-ever unicorn, now valued at $3.2B https://megadose.ai/i/1a0c59d1-ecaa-43e6-96bf-1031fa3744b8 Megadose en 2026-09-01T21:06:24+00:00 Open AI’s Astra model is on the way—and very good at breaking into computer systems https://megadose.ai/i/d63f8163-8be7-4252-a31e-81d5f691d528 Megadose en 2026-09-01T21:05:01+00:00 Palo Alto Networks reports Q4 revenue up 34% YoY to $3.41B, vs. $3.35B est., and acquires Console, which provides AI-powered IT service management (Samantha Subin/CNBC) https://megadose.ai/i/e3475f7f-f2cf-4820-b0d4-450148d6dd03 Megadose en 2026-09-01T20:55:02+00:00 Claude Fable 5.1 and Mythos 5.1 are Anthropic's first models to watermark text outputs; a detection API is available to eligible groups as required under EU law (Ben Patterson/PCWorld) https://megadose.ai/i/e604b606-144f-46e5-bbcd-827da977001b Megadose en 2026-09-01T20:20:00+00:00 Dell reports Q2 revenue up 58% YoY to $46.97B, vs. $44.92B est., and forecasts $192B in FY 2027 revenue, vs. $172.67B est.; DELL jumps 9%+ after hours (Jordan Novet/CNBC) https://megadose.ai/i/b10d6030-49ba-43f8-bd10-5a607c1b52f9 Megadose en 2026-09-01T20:00:50+00:00 Sources: AfterQuery, which sells coding and finance training data to AI labs, has hit a valuation of $3.2B, up from $300M in April, and is profitable (Anna Tong/Forbes) https://megadose.ai/i/3a114b11-b2d3-40be-952f-11fe70bce11a Megadose en 2026-09-01T19:50:01+00:00 Meta launches Muse Voice Transcribe, MSL's first real-time audio perception model, with streaming automatic speech recognition, trained with 70+ languages (Meta AI Research) https://megadose.ai/i/bb3f52a9-76c7-4d5d-963a-7a37fb23c8c0 Megadose en 2026-09-01T19:39:22+00:00 Anthropic’s new Fable release is cheaper, less restrictive https://megadose.ai/i/9f73033d-9aff-4b59-84a3-b83c5a99e167 Megadose en 2026-09-01T19:30:02+00:00 Wafer, which makes AI agents that optimize open-source models for a business's workload, raised a $40M Series A, a source says at a $200M+ valuation (Stephanie Palazzolo/The Information) https://megadose.ai/i/876db8a0-4c39-4031-ba1d-fafa2c2017ac Megadose en 2026-09-01T19:15:03+00:00 Fei-Fei Li's World Labs unveils Atlas, a multimodal world model that generates image/video frames with pixel-perfect camera control and reconstructs them in 3D (World Labs) https://megadose.ai/i/9516b16a-fba6-45e8-9a5e-3d232a9bd69e Megadose en 2026-09-01T19:00:36+00:00 Anthropic says Fable 5.1 sets new standards on coding, knowledge work, and long-running problem-solving tasks, and can fix the root causes of software issues (Carl Franzen/VentureBeat) https://megadose.ai/i/18da9520-596d-4ac0-8e6d-71e599648d6d Megadose en 2026-09-01T18:40:03+00:00 Aslan, which offers AI agents for the FBI and wider intelligence community that can pose as analysts and undercover spies in online forums, raised $20.8M (Sam Sabin/Axios) https://megadose.ai/i/338bacef-910a-44fc-a1c8-0549bafe57b3 Megadose en 2026-09-01T18:31:05+00:00 Anthropic launches Enterprise Frontier Safeguards to let businesses control how their data is reviewed, stored, and managed, after pushback from customers (Ashley Capoot/CNBC) https://megadose.ai/i/20b27de8-9c8b-44d9-bedd-a38fb91c4479 Megadose en 2026-09-01T18:23:45+00:00 Anthropic unveils Claude Fable 5.1, which is generally available, and Mythos 5.1, for trusted partners and with cybersecurity and life sciences safeguards (Anthropic) https://megadose.ai/i/babf73b6-ae2a-4dad-9f91-5d24321996ea Megadose en 2026-09-01T18:10:00+00:00 Félix, an AI-powered WhatsApp remittance platform focused on Latinos in the US, raised a $200M Series C co-led by a16z and GC, including $113M in debt (Mary Ann Azevedo/Crunchbase News) https://megadose.ai/i/74e86087-e93b-4711-aac1-e4f2a52c21c5 Megadose en 2026-09-01T17:59:49+00:00 Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation https://megadose.ai/i/7c00abaa-2f2e-4200-93b4-9463edf9960c Megadose en 2026-09-01T17:59:46+00:00 Efficient SWE Agent Benchmarking via Trajectory-Aware Evaluation https://megadose.ai/i/67b5ffce-ebf8-408b-995b-52fe483d4fde Megadose en 2026-09-01T17:59:39+00:00 Adaptive Critical Token-Aware Retrieval for Repository-Level Code Generation https://megadose.ai/i/ce8b994f-7304-4499-b72c-2d6ed855091e Megadose en 2026-09-01T17:59:13+00:00 CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses? https://megadose.ai/i/f1f565d1-0689-49a9-b89b-2f0c15e85548 Megadose en 2026-09-01T17:58:07+00:00 Facet-0: A Robotic Foundation Model for Contact-Rich Precise Manipulation https://megadose.ai/i/0c72f81a-500a-4f21-a83b-c66b3436227b Megadose en 2026-09-01T17:57:50+00:00 Mechanism Design for Alignment and Control https://megadose.ai/i/658645e7-a08e-482c-9502-277ccac1383a Megadose en 2026-09-01T17:53:41+00:00 The Structure of Quantization Damage in LLMs: Why the Next Bit Should Be Spent Globally https://megadose.ai/i/71562303-8f78-4761-91f7-4619cbe1f088 Megadose en 2026-09-01T17:40:29+00:00 Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics https://megadose.ai/i/6cdeaab8-c7fd-4be9-af8d-37b7798de7de Megadose en 2026-09-01T17:39:55+00:00 Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs https://megadose.ai/i/9cdbde85-5dd8-4663-a195-ec4829d14abb Megadose en 2026-09-01T17:39:26+00:00 From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix https://megadose.ai/i/54d8d7db-6512-48bc-a552-da351553d3ad Megadose en 2026-09-01T17:35:37+00:00 Google’s answer to Canva is an AI tool where you prompt instead of design https://megadose.ai/i/69655d9e-b3c8-46fb-b2aa-2d50e9ad2309 Megadose en 2026-09-01T17:33:41+00:00 Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM Teachers https://megadose.ai/i/93a08bee-96b0-4176-bfb0-53e8a18286ae Megadose en 2026-09-01T17:31:02+00:00 From Confusion to Clarity: Confusion-Aware Retrieval and Knowledge Injection for Text Classification https://megadose.ai/i/e734c14d-59c4-4f4c-8aef-8528e5e8efb4 Megadose en 2026-09-01T17:21:40+00:00 H3-World: Turning Language Understanding into World Control https://megadose.ai/i/3141fe5c-c16d-4084-98e7-2054bac953db Megadose en 2026-09-01T17:20:13+00:00 Gradient-Update Mismatch: Rethinking Conflict-Free Training of Physics-Informed Neural Networks https://megadose.ai/i/4c5fc3a4-ac90-4f5c-a3c4-fdb896f7eef3 Megadose en 2026-09-01T17:19:57+00:00 Retrieved but not ranked: surface-form bias in structural retrieval, from mathematics to agent trajectories https://megadose.ai/i/bb11b9e7-aa67-4860-b224-b1bad938284b Megadose en 2026-09-01T17:17:59+00:00 Can LLMs Discover Scientific Laws in Real and Parallel Worlds? https://megadose.ai/i/050536e8-c3e7-44e8-8fdd-93bd80ccb6b2 Megadose en 2026-09-01T17:16:21+00:00 A Mathematical Theory of Reusable Neural Bases for Network Compression https://megadose.ai/i/191c1e1b-c491-46b4-9df8-25b2bfba7668 Megadose en 2026-09-01T17:15:41+00:00 NashDreamer: Model-Based Reinforcement Learning for Zero-Sum Imperfect-Information Games https://megadose.ai/i/f66b9734-c0a5-410f-8cf1-521e7e8c262b Megadose en 2026-09-01T17:10:02+00:00 Empirik, which uses AI to predict and prevent IT outages by analyzing system changes and their effects, raised a $21M seed and spins out from Sequoia Capital (Marina Temkin/TechCrunch) https://megadose.ai/i/6174b93e-21de-498f-951a-f902df5741bf Megadose en 2026-09-01T17:08:51+00:00 Introducing agentic video understanding with Gemini https://megadose.ai/i/1a28f9cc-897f-4409-b427-9c8e2b444191 Megadose en 2026-09-01T17:04:47+00:00 Can LLMs Design Video Coding Tools? A Case Study on Planar Mode https://megadose.ai/i/3eb9416b-7338-48d3-b1f4-d0fe9589e725 Megadose en 2026-09-01T17:00:30+00:00 Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall https://megadose.ai/i/c75cd1d3-a312-480a-91da-1cf9d047f2b7 Megadose en 2026-09-01T17:00:00+00:00 ChatGPT Health adds Epic integration for clinicians to import patient data https://megadose.ai/i/f599cdb4-14ad-47ea-af3b-84f37e4f15bb Megadose en 2026-09-01T16:55:56+00:00 EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation https://megadose.ai/i/2d20deb8-0a95-438e-974b-b0ba7bc65794 Megadose en 2026-09-01T16:55:11+00:00 Relational-Core Graph Analytics Querying graphs at SQL scale, and why the node/edge model is a performance tax, not a truer picture of connected data https://megadose.ai/i/62917d34-0dc6-47d8-90f8-515bee25cc2d Megadose en 2026-09-01T16:48:13+00:00 When Guardrails Look Effective: Construct Validity Failures in LLM Agent Commerce Evaluation https://megadose.ai/i/4743c455-ba89-4ecf-adad-64c0e93ee209 Megadose en 2026-09-01T16:45:02+00:00 TempCloze: Can Video-LLMs Identify the Missing Middle? https://megadose.ai/i/cd1f2e5f-caa3-41c8-a39a-aec5438117c2 Megadose en 2026-09-01T16:38:15+00:00 LatentPress: Context Compression Beyond Text and Vision https://megadose.ai/i/14349dbf-90c3-445c-8fc2-02b1eb9a0d4a Megadose en 2026-09-01T16:31:04+00:00 Sequoia-incubated Empirik launches with $21M to predict outages before they happen https://megadose.ai/i/6a1fda81-074b-4751-8965-62b2703d31ae Megadose en 2026-09-01T16:24:24+00:00 Visko launches Orbis, a new real-time AI video model https://megadose.ai/i/333f1f69-3f95-4d74-9bb8-8f5f94cadeb5 Megadose en 2026-09-01T16:22:07+00:00 GlossoGen: Emergent Language in Complex Multi-Agent LLM Interactions https://megadose.ai/i/5602b80c-65fe-4b71-a183-1cb024c4ae74 Megadose en 2026-09-01T16:20:00+00:00 AI power infrastructure company SB Energy, which is backed by SoftBank, OpenAI, and Nvidia, files for an IPO, and says it is "substantially dependent" on OpenAI (CJ Haddad/CNBC) https://megadose.ai/i/4d20871e-0424-4927-a2a0-fca25b1741f1 Megadose en 2026-09-01T16:19:31+00:00 Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents https://megadose.ai/i/da07854f-330e-490e-8b01-45983fa20b19 Megadose en 2026-09-01T16:17:18+00:00 Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement https://megadose.ai/i/c06a6265-3149-47de-bb20-f903dce37171 Megadose en 2026-09-01T16:10:01+00:00 Google launches Google Pics, a creative design suite powered by Gemini and Nano Banana to compete with Canva and Adobe Express, available as a Workspace app (Jess Weatherbed/The Verge) https://megadose.ai/i/587bd9ab-b59a-4130-9110-5b8eb4c297a5 Megadose en 2026-09-01T16:03:54+00:00 Parsing the Stream: A Live Trace Model for Long-Horizon Agents and Their Observers https://megadose.ai/i/b3ca0aae-389c-427f-9a4b-ebcbf679f2b4 Megadose en 2026-09-01T15:59:32+00:00 When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning https://megadose.ai/i/fa8b4d37-c6c8-4801-b36a-a9a7798eb16c Megadose en 2026-09-01T15:55:03+00:00 Air Security, which builds a security service for extensions and other tools installed on AI agents, emerges from stealth with $50M led by Sequoia and Greenoaks (Meir Orbach/CTech) https://megadose.ai/i/75171f67-9dc4-4912-85f7-df9ed569ad37 Megadose en 2026-09-01T15:55:01+00:00 Diffusion as a Training Curriculum for Timestep-Free Iterative Reasoning https://megadose.ai/i/75ca975e-73c9-4d73-a6e7-fbf51c7812c3 Megadose en 2026-09-01T15:45:51+00:00 AIR raises $50M to help companies vet the skills and add-ons AI agents use https://megadose.ai/i/2b7b5f3a-d201-4b27-a435-7472d846bc2b Megadose en 2026-09-01T15:45:33+00:00 HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? https://megadose.ai/i/ce308709-1922-4447-a747-56df1eb74d68 Megadose en 2026-09-01T15:41:59+00:00 Efficiently Estimating Optimal Hyperparameter Scaling Laws through Power-Law Entropy Search https://megadose.ai/i/9d2b97c8-d81f-434e-b773-8d62d632ac9a Megadose en 2026-09-01T15:40:09+00:00 TRIAGE: Three-level Routing and Intelligent Agent Guidance for Efficient Execution https://megadose.ai/i/c81deebb-83eb-4e33-9d6e-7b6442605d32 Megadose en 2026-09-01T15:40:03+00:00 DataAgent, which is developing AI agents that autonomously fix failures inside companies' own cloud infrastructure, emerges from stealth with a $10M pre-seed (CTech) https://megadose.ai/i/1432974d-119c-4850-9280-05981c4048d2 Megadose en 2026-09-01T15:20:01+00:00 Perplexity launches Hybrid Compute, which splits workloads between frontier cloud models like Opus 5 and local LLMs, for all users of its Mac app (Igor Bonifacic/Engadget) https://megadose.ai/i/6de8b9d1-649d-4b66-a736-880beb82110e Megadose en 2026-09-01T15:10:58+00:00 Fambot introduces an ‘AI chief of staff’ for families https://megadose.ai/i/30e25b92-6215-4cbd-bd0c-5f8bab64bccf Megadose en 2026-09-01T14:55:00+00:00 Sonos opens its platform to third-party AI assistants, upgrades Sonos 27voice assistant with an in-house LLM, and plans to let users create their own AI agents (Chris Welch/Bloomberg) https://megadose.ai/i/6ab57808-4b7f-482b-af49-9aae724d9d2e Megadose en 2026-09-01T14:45:37+00:00 PSI, which aims to use AI "to industrialize the discovery of new physics" including cracking interstellar travel, emerges from stealth with a $58M seed (Sabrina Ortiz/The Deep View) https://megadose.ai/i/41b92434-b9b4-4fc5-a781-4f2ee0d6e982 Megadose en 2026-09-01T14:35:00+00:00 Waymo starts offering driverless rides to customers in San Diego, Tampa, Florida, and Denver; Amazon's Zoox plans to start testing in Houston and San Diego (Lora Kolodny/CNBC) https://megadose.ai/i/7e8f3e5b-4f47-4094-8aae-6cee8d4b3b7a Megadose en 2026-09-01T13:10:06+00:00 Nvidia plans to launch DLSS 5 on September 3 on RTX 50-series desktop and laptop GPUs and through GeForce Now, following a divisive announcement in March (Jay Peters/The Verge) https://megadose.ai/i/8920523b-e212-4949-98fa-96fb530ff74e Megadose en 2026-09-01T13:00:00+00:00 Path to Astra: critical capabilities and frontier safeguards https://megadose.ai/i/6fda77db-e6d6-44bd-83e9-e9cf1851f47b Megadose en 2026-09-01T12:20:19+00:00 On the Design Fundamentals of Pixel Text Representation Learning https://megadose.ai/i/46af381c-b9ac-49e8-ac8e-ee843de01469 Megadose en 2026-09-01T12:20:05+00:00 StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization https://megadose.ai/i/33539cbc-9e45-4f11-ab91-2ec44fa928a0 Megadose en 2026-09-01T12:17:43+00:00 Revisiting Face Recognition for Monozygotic Twins: The Celeb Twins Test Set https://megadose.ai/i/a26d8046-6d4a-4c89-a1cc-d773f49b6fa8 Megadose en 2026-09-01T12:15:53+00:00 Does task decomposition improve automatic NLG evaluation? https://megadose.ai/i/c86a8831-ad34-4318-a06e-36ffd93d3cb2 Megadose en 2026-09-01T12:11:29+00:00 Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding https://megadose.ai/i/04ed4efd-b0d0-42ba-a61c-0cef95baf085 Megadose en 2026-09-01T12:05:11+00:00 Scaled Idempotence in Transformer Attention: Paired OV Geometry and Shared-Value Algebras https://megadose.ai/i/c9c35f59-430d-496f-b6ef-59b0902d65ff Megadose en 2026-09-01T12:04:08+00:00 When Does Online Adaptation Pay on the Edge? A Leakage-Free Evaluation of Warmup, Learning-Rate Selection, and Resource Trade-offs for Time-Series Forecasting https://megadose.ai/i/20f41053-19b7-423a-b49c-a4fcee022a61 Megadose en 2026-09-01T12:00:00+00:00 Healthcare organizations can now connect EHR and additional industry data to ChatGPT https://megadose.ai/i/0aaf8216-f70d-4c4f-bcc0-ecc28f8ed9bd Megadose en 2026-09-01T11:59:00+00:00 DNC-IMM: Early Lane-Change Intention Recognition via Neural Calibration Based on Driving Context Information https://megadose.ai/i/98ab8126-86a9-4c8c-bf16-3d30fbed775f Megadose en 2026-09-01T11:56:17+00:00 Latent Recurrent Thoughts: Recurrent Refinement of Proposed Latents for Reasoning with Frozen LLMs https://megadose.ai/i/0cf2a9e6-a839-457b-8019-65ba0194ba03 Megadose en 2026-09-01T11:51:49+00:00 EDRAC: Benchmarking Arabic Dialect Reading Comprehension https://megadose.ai/i/03a93054-91c1-4a9e-9723-6f076d77b60c Megadose en 2026-09-01T11:51:37+00:00 ClinTraceBench: Source-Verifiable Longitudinal Clinical Reasoning over EHR-Derived Dialogues https://megadose.ai/i/f4d9210f-1db9-47cb-9804-f91fda9f7501 Megadose en 2026-09-01T11:48:16+00:00 Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget https://megadose.ai/i/dc54a560-0cd4-4b14-90a5-92002e389aea Megadose en 2026-09-01T11:47:39+00:00 Hints Help But Do They Teach? Evaluating Skills Transfer in Code Generation https://megadose.ai/i/4c426af8-f7be-4c21-b622-86af270a3a59 Megadose en 2026-09-01T11:46:56+00:00 When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP https://megadose.ai/i/551bcf20-5ee3-4c4c-844b-c6199aacf8c7 Megadose en 2026-09-01T11:46:28+00:00 Neural Symbollic Regression Using Deep Learning and Sparse Modelling https://megadose.ai/i/69ccdf7e-d6cd-4873-9d2d-6ea926154752 Megadose en 2026-09-01T11:43:41+00:00 Beyond Magnitude: Contrastive Routing for Modular Mixture-of-Experts https://megadose.ai/i/1885dd12-2d70-4c2d-95b0-cecec5e6169b Megadose en 2026-09-01T11:32:53+00:00 Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT Distillation https://megadose.ai/i/ff60fd4e-1517-4525-a0fd-d8a6ec6ca600 Megadose en 2026-09-01T11:29:03+00:00 Modelpedia: A Catalog of Model Findings for the Meta-Science of AI https://megadose.ai/i/798b67ed-87f8-4e2f-a5be-f9bd8c5994b4 Megadose en 2026-09-01T11:13:26+00:00 StateSwap: Probing Support-Elimination Hidden States in Multiple-Choice Questions https://megadose.ai/i/8bc26e7b-73db-4e17-9b01-cde68ad13e26 Megadose en 2026-09-01T11:07:18+00:00 Text-guided flow matching enables sample-efficient crystal structure generation https://megadose.ai/i/3abf3020-0bd7-4739-8bd3-bd802e1a3b0b Megadose en 2026-09-01T11:03:56+00:00 Post-hoc Alignment of LLM-judges to Human Judgment Distribution https://megadose.ai/i/0b3e1112-4817-444d-b2d8-903bba69a6e1 Megadose en 2026-09-01T11:03:30+00:00 Let Confidence Change, Not the Prediction: Prediction-Preserving Repair for Post-hoc Calibration https://megadose.ai/i/def26efa-8b94-447d-a2b6-23de0c93d48b Megadose en 2026-09-01T11:00:39+00:00 OUTLETS: Output-Length Prediction from Speculative Decoding Backbones https://megadose.ai/i/5d9eedc9-b1f6-4cef-9735-60cd6fc242ea Megadose en 2026-09-01T10:54:13+00:00 ARISE-RL: Agentic Rubric-Grounded Iterative Self-Evolution with Reinforcement Learning https://megadose.ai/i/7e869bed-347b-43c8-861d-06f99ee110a6 Megadose en 2026-09-01T10:53:07+00:00 WorldBench: Culturally Grounded Benchmark for Multilingual Agents https://megadose.ai/i/deea9e8c-fffa-4049-9984-5ca7739a50ad Megadose en 2026-09-01T10:47:11+00:00 SAGE: Subpopulation-Aware Generative Enhancement for Mitigating Spurious Correlations https://megadose.ai/i/ee8b2661-144d-4d60-b503-605f1ce53806 Megadose en 2026-09-01T10:46:42+00:00 Lagged Coupling: Internal Representations Become Readable Before They Become Causal https://megadose.ai/i/43d16aee-4d10-4dc5-a882-9ce0b6840f8e Megadose en 2026-09-01T10:45:11+00:00 AgentFactory: Towards Automated Agentic System Design and Optimization https://megadose.ai/i/50dd5f10-ca7a-4d1e-8c90-015fe571740f Megadose en 2026-09-01T10:43:24+00:00 From Truncation to Commitment: Persistent Context in Uniform Discrete Diffusion https://megadose.ai/i/da266033-91fd-4d9b-b4a9-13be78f3beed Megadose en 2026-09-01T10:39:25+00:00 ViTAMINS: An Empirical Study of Training Self-Supervised Vision Transformers with Synthetic Hard Negatives https://megadose.ai/i/6749ab01-aacb-4b11-b121-0358bb7cea90 Megadose en 2026-09-01T10:32:48+00:00 The Multiple Timescales of Gradient Descent on the Edge of Stability: A Perturbative Derivation of the Central Flow https://megadose.ai/i/54ee7d3f-d0c9-4efc-9ef0-7f9b920f3ce0 Megadose en 2026-09-01T10:21:10+00:00 PCoMoE: Shifting MoE Inference from Monolithic Expert Selection to Fine-Grained Path Composition https://megadose.ai/i/a24b9d38-dc22-4370-bf1d-4e637384ecf6 Megadose en 2026-09-01T10:07:00+00:00 Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-Speech https://megadose.ai/i/ffa66266-8069-4b69-a343-c60a4cbc127f Megadose en 2026-09-01T09:53:47+00:00 Figures as Programs: Recursive Generation of Editable Scientific Figures https://megadose.ai/i/f405bec2-ddc6-45ac-a2fe-8327cd357ec5 Megadose en 2026-09-01T09:52:45+00:00 I trained a small transformer in 1.5hrs and it beats many LLMs https://megadose.ai/i/888bdf51-92c1-42ca-89d7-9f6698190b3f Megadose en 2026-09-01T09:52:10+00:00 SinkPruner: Sink-Free Visual Token Pruning for Multimodal Large Language Models https://megadose.ai/i/c6191297-0fb9-4d16-889e-0691658f73df Megadose en 2026-09-01T09:40:01+00:00 Hong Kong-listed Z.ai reports H1 2026 revenue up 5x YoY to ~$142M, with "open platform and API revenue" up 28x to ~$122M, and net loss down 12% YoY to ~$308M (Juro Osawa/The Information) https://megadose.ai/i/f1ec7bfc-7939-4c55-a5f9-87520c11946d Megadose en 2026-09-01T04:36:54+00:00 [AINews] Fal’s H3 Max Live breaks the infinite videogen barrier https://megadose.ai/i/404b4240-3513-4713-ac47-1d0b0f44bba4 Megadose en 2026-09-01T00:00:00+00:00 EM^2Mem: Event-Centric Multimodal Memory for Large Language Models https://megadose.ai/i/d46f6e1b-f5ed-4171-95a7-5030ab8a936e Megadose en 2026-09-01T00:00:00+00:00 ReFlowSET: Representation-Aligned Latent Flow Matching for SAR-to-EO Image Translation https://megadose.ai/i/1239cf26-5540-4c8b-b53a-e441608c763d Megadose en 2026-09-01T00:00:00+00:00 The Safeguard Worked. Is the LLM System Safer? https://megadose.ai/i/bac37b05-6214-477a-a4a9-b1c4e27f7c42 Megadose en 2026-09-01T00:00:00+00:00 DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory https://megadose.ai/i/8aefd2c2-b182-445e-acb9-23e055b5a5ab Megadose en 2026-09-01T00:00:00+00:00 SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers https://megadose.ai/i/8006dcb8-33dd-49c9-9e8b-d7b01c1b5e29 Megadose en 2026-09-01T00:00:00+00:00 Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement https://megadose.ai/i/08ecb857-3b5f-46ba-ad76-86613ca16fe8 Megadose en 2026-09-01T00:00:00+00:00 H3-World: Turning Language Understanding into World Control https://megadose.ai/i/23f4ae3e-9c03-46ec-8588-912cc5ae0689 Megadose en 2026-09-01T00:00:00+00:00 StudentSim: Training LLM-based Student Simulators https://megadose.ai/i/3fa8f1d7-adfc-48f9-b183-d04def3dca6e Megadose en 2026-09-01T00:00:00+00:00 Evaluating Multimodal LLMs as Generalist Vision-Language-Action Agents for Drone Control: Commanding, Approaching, Tracking and Searching https://megadose.ai/i/0c0014d8-516e-4f11-91fa-aeb55e33c00f Megadose en 2026-09-01T00:00:00+00:00 Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs https://megadose.ai/i/1c749ea0-4b1e-4af7-8836-01f8057212b1 Megadose en 2026-09-01T00:00:00+00:00 Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System https://megadose.ai/i/c875d7f3-7ddb-49f9-bc7c-1d3e27979d35 Megadose en 2026-09-01T00:00:00+00:00 From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix https://megadose.ai/i/a83dc801-6515-41aa-8839-9cacb06151b7 Megadose en 2026-09-01T00:00:00+00:00 DramaChain Bench: An End-to-End Benchmark for Short-Drama Generation