https://megadose.ai/i/1ab81607-e980-4795-b490-a8bcc87946fe Megadose en 2026-08-20T17:20:47+00:00 Sources: Nvidia plans to begin small-batch shipments of an LPU tailored for Chinese customers by the end of 2026; the chip complies with US export control rules (Qianer Liu/The Information) https://megadose.ai/i/9d7b94e5-6d9e-4a15-a1cf-9fb1d5cc801b Megadose en 2026-08-20T17:15:01+00:00 Astromech, which uses genomic data to build predictive AI models of biological change, raised $20M at a $3.8B valuation, bringing its total funding to $60M (Dean Takahashi/GamesBeat) https://megadose.ai/i/b77ae01d-4733-4a41-b90d-b0b6a74b59c2 Megadose en 2026-08-20T17:10:02+00:00 Ramp launches Router, an AI model routing service it has been using over the past three years, in the US; the service is free to use for the rest of 2026 (Ram Iyer/TechCrunch) https://megadose.ai/i/8429eb44-58a8-43a1-a67f-154dbca0851a Megadose en 2026-08-20T16:46:00+00:00 Ramp launches its own AI model router, called Router https://megadose.ai/i/289f3d7d-3e13-4c70-8e37-44afae2e29d5 Megadose en 2026-08-20T16:07:26+00:00 Meta brings Pocket, an app that lets you vibe-code and share games, to US users https://megadose.ai/i/5b51f3f2-bfc2-46bb-9ca3-d8fd2928ace9 Megadose en 2026-08-20T16:00:00+00:00 Broadening access to Skala creates a faster path to predictive DFT https://megadose.ai/i/f50e4631-bebd-43ab-866d-c6fe9a9e47c3 Megadose en 2026-08-20T14:35:47+00:00 Waymo says it has built an ASIC chip that will improve its robotaxis' reflexes and navigational skills and help it diversify away from companies like Nvidia (Edward Ludlow/Bloomberg) https://megadose.ai/i/b0068d2f-c492-47fc-97c0-f1acf3c73947 Megadose en 2026-08-20T13:15:00+00:00 Anthropic-backed enterprise AI venture Ode is acquiring four-year-old AI consultancy Casper for an undisclosed fee; Ode has 100+ staff after buying Fractional (Julia Hornstein/The Information) https://megadose.ai/i/2f41f5cc-c05c-4366-b711-3624fb317132 Megadose en 2026-08-20T12:20:30+00:00 Slack launches Slack Code, adding dedicated, project-specific channels that let teams collaborate with AI coding agents "like teammates" across all Slack plans (Jess Weatherbed/The Verge) https://megadose.ai/i/1ded74ac-dd66-4ea5-aaa9-96061f396b65 Megadose en 2026-08-20T12:11:57+00:00 Meta AI’s new Mac app wants you to talk to your apps https://megadose.ai/i/703ad94e-d9f4-4f53-8d59-dc20b67bcb11 Megadose en 2026-08-20T12:00:17+00:00 Agentic Search. More accurate and efficient results from your AI systems. https://megadose.ai/i/633fe229-8a34-450a-8d6d-32529f9d5035 Megadose en 2026-08-20T11:40:01+00:00 Source: Meta is spending hundreds of millions per year on Azure to consume trillions of AI tokens weekly, becoming one of Microsoft's largest AI customers (Brody Ford/Bloomberg) https://megadose.ai/i/2133ce9d-755c-48f7-9aba-891ce881e7d3 Megadose en 2026-08-20T11:00:59+00:00 PitchBook: California-based startups have raised ~$366B in 2026 so far across 4,000+ companies, more than triple the total of all other 49 states combined (Paul Kiernan/Wall Street Journal) https://megadose.ai/i/a70d88fe-54fd-4294-a674-0dabe821e634 Megadose en 2026-08-20T10:45:03+00:00 Muon Space, which is building a spacecraft platform for orbital data centers and AI computing, raised a $250M Series C, with participation from Google (Yash Roy/Bloomberg) https://megadose.ai/i/2892567a-73ce-4cb3-a41c-2505686925df Megadose en 2026-08-20T10:30:01+00:00 Stripe's OpenRouter deal, its largest-ever acquisition, is a bet on a future where users turn to a mix of AI models and gives it a foothold in the token market (Kate Clark/Wall Street Journal) https://megadose.ai/i/7de89f1e-44d5-4b26-8114-c100e1e6948f Megadose en 2026-08-20T10:15:01+00:00 Binance launches Agent OS, a platform that lets AI agents analyze markets and execute trades on users' behalf; users set limits on AI agents' access and trades (Jagmeet Singh/TechCrunch) https://megadose.ai/i/4fc8a82a-fa13-4e4a-b60a-a32b7f17923d Megadose en 2026-08-20T09:55:00+00:00 Uber, Verne, and Pony.ai launch autonomous rides in Zagreb, making the Croatian capital the first European city where users can book such rides via Uber's app (Anzar Mehraj/Reuters) https://megadose.ai/i/2074956f-13e1-43d4-9811-c1c199d80ca7 Megadose en 2026-08-20T09:30:00+00:00 Binance now lets AI agents trade, but keeping them in check is largely up to users https://megadose.ai/i/cf720b2c-e10b-4524-85dd-2849a0983dd4 Megadose en 2026-08-20T06:50:01+00:00 London-based Callosum, whose software matches AI tasks with different models and chips, raised a $100M seed from Atomico, UK Sovereign AI Fund, and others (Bloomberg) https://megadose.ai/i/abfec895-70e1-4bcd-a1a0-7f3dbec3271e Megadose en 2026-08-20T06:20:01+00:00 A look at Backstory, an experimental AI image authentication tool from Google DeepMind, offered for testing to journalists, researchers, and other fact checkers (Andrew Deck/Nieman Lab) https://megadose.ai/i/65a6a9ab-b527-4766-9eae-aede711b8a9c Megadose en 2026-08-19T23:32:00+00:00 Stripe didn’t really buy OpenRouter because of the ‘singularity’ https://megadose.ai/i/f5ea9302-81df-414d-a9e4-707d6a211a49 Megadose en 2026-08-19T23:04:33+00:00 Exclusive: Early outputs of Muse Video model from Meta https://megadose.ai/i/d9d61a9a-1bb5-4d5c-b918-6c9edc3466fa Megadose en 2026-08-19T21:24:32+00:00 Meta launches AI desktop app for macOS with screen sharing https://megadose.ai/i/4c12f343-088d-456d-9d3b-2961f0b0687e Megadose en 2026-08-19T21:00:52+00:00 Google announces new study tools, including a student hub, notebooks, and interactive 3D visualizations in Gemini, plus student offers for Google AI plans (Amanda Caswell/Tom's Guide) https://megadose.ai/i/659b27f9-2dfa-47be-8673-31c5d2cfe1de Megadose en 2026-08-19T19:45:03+00:00 Sources: SpaceX approached AI coding startup Cognition about a potential acquisition; deal talks are inactive, but the companies are discussing working together (Bloomberg) https://megadose.ai/i/59039acd-2313-4e28-a754-60ca19ebced5 Megadose en 2026-08-19T19:34:05+00:00 Sources: OpenAI CFO Sarah Friar told employees at an all-hands that OpenAI "will be a public company in 2027", or sooner if "our business continues to inflect" (CNBC) https://megadose.ai/i/bccc4abe-d881-402e-b953-da10b86474d8 Megadose en 2026-08-19T19:00:44+00:00 Sources: AI chip startup Fractile is in talks to raise ~$600M at a $6.5B pre-money valuation, up from ~$1B in May, and has an initial ~$250M deal with Anthropic (Bloomberg) https://megadose.ai/i/78ff2eb9-5758-4b53-b2f2-a92230c5eed1 Megadose en 2026-08-19T19:00:00+00:00 Google packs Search and Gemini with new AI study tools https://megadose.ai/i/2bc6a1f6-8957-4aaf-b036-3894d53495e8 Megadose en 2026-08-19T18:48:35+00:00 Fabraix opens public access for Nyx AI security red team agent https://megadose.ai/i/ae984de8-77a0-43da-9e07-60b355cb15b6 Megadose en 2026-08-19T18:45:01+00:00 Source: Nvidia has discussed an investment in Mercor as part of a round valuing the startup at $20B; Nvidia paid Mercor tens of millions of dollars last quarter (The Information) https://megadose.ai/i/c7396e85-c7e3-4421-b633-22c6d80f01c5 Megadose en 2026-08-19T18:00:40+00:00 Stripe agrees to buy New York-based OpenRouter; a source says Stripe is paying $7.5B, with $1.5B going to the startup's founders and $6B to investors (Erin Griffith/New York Times) https://megadose.ai/i/c53af9a0-834d-449c-8c83-c208de0bc26f Megadose en 2026-08-19T17:58:56+00:00 SPADE: Self-Play in Adaptive Synthetic Executable Environments https://megadose.ai/i/58faedd3-a364-4b7c-aa88-3fefdb3ed15e Megadose en 2026-08-19T17:55:06+00:00 ADEPT: Accelerating Dexterity via Pre-Training and Post-Training using Reinforcement Learning https://megadose.ai/i/0ff66aa3-006e-41b7-9a0b-0b8fbc62fe4c Megadose en 2026-08-19T17:54:58+00:00 Beyond Teacher Likelihood: Group-Calibrated On-Policy Distillation for Long-Context Reasoning https://megadose.ai/i/76d42dd8-5946-4456-984c-ecba5ad82c34 Megadose en 2026-08-19T17:50:16+00:00 Lévy Attention: Single-Pass Predictive Uncertainty for Continuous-Time Attention https://megadose.ai/i/a4fb9b94-6bbe-4027-a045-0e3296998a9a Megadose en 2026-08-19T17:46:08+00:00 Learned, Then Lost: A Measured Single-Example Counterfactual in Pre-training https://megadose.ai/i/49afce06-fbee-410b-9624-883ee23af11a Megadose en 2026-08-19T17:43:22+00:00 Beyond the Transcript: Detecting Covert Co ordination in Latent Multi-Agent Communication https://megadose.ai/i/720158c2-27e3-4914-8154-7bc793b2d3fa Megadose en 2026-08-19T17:33:28+00:00 Pre-Compiled Pipeline Shards for Distributed LLM Inference on Intel AI PC Fleets https://megadose.ai/i/d8062910-2b5b-4283-bdc2-aaadeb3ebb2c Megadose en 2026-08-19T17:32:38+00:00 OpenRouter is joining Stripe https://megadose.ai/i/83b43d54-3446-41f8-9710-3dd7db8de325 Megadose en 2026-08-19T17:29:56+00:00 Geometric Iterative Retrieval for Neural Audio Codec Resynthesis https://megadose.ai/i/03bfa8d5-7092-4162-a0a6-26b37f05c20f Megadose en 2026-08-19T17:27:37+00:00 Stripe agrees to buy New York-based OpenRouter for an undisclosed amount; Stripe had reportedly agreed to pay more than $7B for OpenRouter (Bloomberg) https://megadose.ai/i/058bb9ab-a567-4265-afda-941d0ca00d26 Megadose en 2026-08-19T17:27:29+00:00 SCORE: Subject Coordinate Recovery for Label-Free Cross-Subject EEG-to-Image Retrieval https://megadose.ai/i/b132c5a8-9a8e-41f3-9602-2720fbb864ed Megadose en 2026-08-19T17:25:00+00:00 Meta launches a Mac app for Meta AI and says Meta AI can now work directly with Instagram and Facebook accounts, Meta ad campaigns, and Google Workspace (Emma Roth/The Verge) https://megadose.ai/i/a0a3aff0-0256-47bb-8bfe-fb82708875c7 Megadose en 2026-08-19T17:23:30+00:00 Beyond Trial Averaging: Anchoring Neural and Visual Representations for Few-Repetition Brain-to-Image Retrieval https://megadose.ai/i/897ec155-a3ee-4b64-9846-a5f2025dac35 Megadose en 2026-08-19T16:50:39+00:00 Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation https://megadose.ai/i/2c6041db-4b3c-4068-9cbd-872dbe2726de Megadose en 2026-08-19T16:23:56+00:00 ReWEIGH the Evidence: Calibrating Token-Level Ordinal Visual Evidence to Mitigate Hallucinations in Large Vision-Language Models https://megadose.ai/i/49d4f9e7-08cc-44f5-a3d1-292d87379952 Megadose en 2026-08-19T16:17:39+00:00 What is Missing from AI Post-Training AI: An Empirical Analysis https://megadose.ai/i/18127833-deaf-468e-bc34-a567ef67cc08 Megadose en 2026-08-19T16:08:10+00:00 GS-VLA: Plug-and-Play Viewpoint Canonicalization for Frozen VLA Policies via Gaussian Splatting https://megadose.ai/i/b61cb28b-cd1a-49b4-a403-dd2ac0b435d3 Megadose en 2026-08-19T15:55:02+00:00 Rivian spinout Also, which is developing autonomous driving tech, raised a $150M Series D led by Prysm Capital, after announcing a $200M round in March 2026 (Kirsten Korosec/TechCrunch) https://megadose.ai/i/7a209505-db3d-4e34-8e23-e6ccbf736b26 Megadose en 2026-08-19T15:45:02+00:00 Network Bio, which is developing an AI foundation model from datasets of patient tissue and blood samples created by pooling access to biobanks, raised $50M (Brian Gormley/Wall Street Journal) https://megadose.ai/i/117dea40-a006-413d-9aa4-14de9c62de7d Megadose en 2026-08-19T15:25:01+00:00 Amazon makes its AI-powered Alexa+ free on all compatible Fire TV devices in the US, automatically upgrading users even if they don't subscribe to Prime (Sarah Perez/TechCrunch) https://megadose.ai/i/437dc40b-28b4-47a3-aeb2-1469d6cf126e Megadose en 2026-08-19T15:20:54+00:00 Institutional Books - Enriched Text: A customizable multilingual open-source pipeline for denoising, deduplicating, and annotating OCR text at scale https://megadose.ai/i/aa9b22b7-5b7a-401f-b98e-dfc7ce778f10 Megadose en 2026-08-19T15:20:06+00:00 Sources: Veeda, which is developing world models and is led by ex-Nvidia VP of AI Research Sanja Fidler, raised a $90M+ seed and is backed by Khosla and Radical (Murad Hemmadi/The Logic) https://megadose.ai/i/336c6fc0-55fc-47a8-945d-10a35a8aac89 Megadose en 2026-08-19T15:12:31+00:00 Harness Continual Learning: Continual Adaptation Beyond Model Parameters https://megadose.ai/i/f75dc697-dfe2-44ba-a265-a8a6b5b07daf Megadose en 2026-08-19T15:10:00+00:00 Grading the Graders: Verification Autonomy Levels (L0-L5) for LLM Reasoning https://megadose.ai/i/afe40812-de7b-485b-9a95-299434fc40ee Megadose en 2026-08-19T15:00:02+00:00 GrabVG: Graph-Attentive Binding for Visual Grounding in UAV Imagery https://megadose.ai/i/8a1c2e58-545e-4e18-84e6-c6232b38f79d Megadose en 2026-08-19T15:00:00+00:00 Amazon makes its AI-powered Alexa+ free on Fire TV, no Prime required https://megadose.ai/i/a6770edc-f791-474e-8d7c-c33cff26e31a Megadose en 2026-08-19T14:53:53+00:00 DeepWeaver: Bridging the Evidence Synthesis Gap in Open-Ended Question Answering https://megadose.ai/i/c814c1bc-ef3e-4546-97de-653603306077 Megadose en 2026-08-19T14:45:01+00:00 Sources: Nvidia is working as a matchmaker to connect companies holding its GPUs with Nordic data center operators that have available capacity to deploy them (Kai Nicol-Schwarz/CNBC) https://megadose.ai/i/d8e2fb18-229d-4c2c-97d5-4f6b55841bbd Megadose en 2026-08-19T14:25:59+00:00 Ornith-1.5 open models launch in 397B, 35B, and 9 B sizes. https://megadose.ai/i/2d7f0210-b517-472f-a178-7db433e8c247 Megadose en 2026-08-19T14:09:39+00:00 Calendly throws its hat into meeting note-taker circus https://megadose.ai/i/3bf8e4df-d8a5-4c9c-a5d0-aa144e4747f9 Megadose en 2026-08-19T13:10:01+00:00 Marvell and Google expand their chip development deal, with Marvell granting Google a warrant to buy up to 58M+ shares at $206.58 each, totaling up to $12.2B (Dana Wollman/Bloomberg) https://megadose.ai/i/7417e2f4-0522-44b2-a7c6-d79c157ad46e Megadose en 2026-08-19T13:05:00+00:00 Cybersecurity data company Prevalent AI raised $22M from Integrity Growth Partners, marking the nine-year-old startup's first-ever outside capital raise (Duncan Riley/SiliconANGLE) https://megadose.ai/i/7ed7f5f2-1784-4e5b-b8c9-e35fef9012b1 Megadose en 2026-08-19T11:35:26+00:00 Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces https://megadose.ai/i/beea3951-0859-4d2c-a08b-a6a59ffa93d4 Megadose en 2026-08-19T11:00:43+00:00 OpenAI expands its ad pilot program across 31 European markets, including Germany, France, Spain, and Italy; the pilot launched in the US, the UK, and others (Trishla Ostwal/Adweek) https://megadose.ai/i/b99392bc-7ce3-41dd-b508-c3cb26914677 Megadose en 2026-08-19T10:30:01+00:00 Kuaishou reports Q2 revenue flat at ~$5.2B, meeting est., net income down 36% YoY to ~$467M, the biggest drop since 2021, and Kling AI sales up 200% (Rachel Yeo/Bloomberg) https://megadose.ai/i/624041b2-28c7-46a9-bcd5-aa4edce70979 Megadose en 2026-08-19T10:00:00+00:00 Relativity Networks raises $22 million to bring a faster kind of fiber to data centers https://megadose.ai/i/fb34fc70-b4ed-4e38-b26d-60015cddbe37 Megadose en 2026-08-19T09:55:02+00:00 Sources: Samsung raises prices for advanced 4nm and 5nm chipmaking services by up to 15% for new orders in July, driven by AI demand and TSMC's tight capacity (Reuters) https://megadose.ai/i/534de529-8afd-4fc9-9409-1ab7b912761b Megadose en 2026-08-19T09:45:01+00:00 Filing: SK Hynix plans a ~$29B share buyback, repurchasing and canceling up to 24M treasury shares, in a bid to calm worries about the durability of AI spending (Denny Thomas/Bloomberg) https://megadose.ai/i/f952c8ea-2e71-4809-b4cd-a7270586dee8 Megadose en 2026-08-19T07:00:00+00:00 Replit expands access to software creation with GPT-5.6 Luna https://megadose.ai/i/f09ef15d-843c-4e4e-ada4-452f64168ee4 Megadose en 2026-08-19T05:15:01+00:00 Block releases Berd, a desktop app it built to give its employees a single environment for working with AI agents across different models, under Apache 2.0 (Carl Franzen/VentureBeat) https://megadose.ai/i/e47e0b92-791e-4363-937d-645a143c651f Megadose en 2026-08-19T04:45:01+00:00 Z.ai prices GLM-5.3 API access at $1.40 per million input tokens and $4.40 per million output tokens, unchanged from GLM-5.2 (Carl Franzen/VentureBeat) https://megadose.ai/i/4390f21a-392f-4b40-a73e-5781e9cc2bbe Megadose en 2026-08-19T04:15:00+00:00 Austin-based Smack Technologies, which is developing AI decision-making tools for the US military, raised a $61M Series B led by Costanoa and First In (Mike Stone/Reuters) https://megadose.ai/i/599a5d31-1340-46c4-aa41-93cfcc9142ea Megadose en 2026-08-19T03:15:01+00:00 Sources: Beijing allowed ByteDance and Tencent to each receive about 10,000 Nvidia H200 chips at their mainland China facilities in recent weeks (Zijing Wu/Financial Times) https://megadose.ai/i/c9b9987b-690b-4b32-8b1b-4101d0bcd021 Megadose en 2026-08-19T02:25:01+00:00 Chinese humanoid robot maker Unitree's stock surged 629% in early trading in its Shanghai debut on Wednesday, after raising ~$904M in its IPO (Bloomberg) https://megadose.ai/i/57ffe420-a593-4bfd-bd57-0643a2e438e4 Megadose en 2026-08-19T02:00:37+00:00 Sources: Temporal is in talks for a fresh funding round that would give the open-source orchestration platform developer a ~$500M raise at a $12B+ valuation (Bloomberg) https://megadose.ai/i/74e1f075-b20c-4c6a-822f-c80bf66d847d Megadose en 2026-08-19T01:20:00+00:00 Rillet, which is developing an AI-native accounting platform, raised a $100M Series C at a $1B valuation led by Iconiq, bringing its total funding to $200M+ (Nick Lichtenberg/Fortune) https://megadose.ai/i/a00f608f-71ac-4904-9c05-a86d222716ad Megadose en 2026-08-19T00:30:03+00:00 Cerebras unveils CS-4, a server rack powered by three WSE-3 Turbo chips and built around its new Nexus architecture, with first shipments starting this quarter (Max A. Cherney/Reuters) https://megadose.ai/i/11deb4de-96a5-4886-ba21-41b23528692f Megadose en 2026-08-19T00:00:00+00:00 Decision-Metric Alignment in Latent World Models: Diagnostics and Action-Conditioned Objectives for MPC Planning https://megadose.ai/i/ff1a2b76-a3cb-433d-bb1d-d5de669a85de Megadose en 2026-08-19T00:00:00+00:00 SoftVTBench: A Deformation-Aware Visuo-Tactile Dataset and Benchmark for Deformable-Object Manipulation https://megadose.ai/i/81d2a6f1-8479-4a60-963c-c073736ea209 Megadose en 2026-08-19T00:00:00+00:00 Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis https://megadose.ai/i/b7903f94-a0d4-49fd-9415-d126a2a22bd1 Megadose en 2026-08-19T00:00:00+00:00 SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation https://megadose.ai/i/fb825861-9c9b-45b2-a16a-34ef139f8fc5 Megadose en 2026-08-19T00:00:00+00:00 FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents https://megadose.ai/i/e4b7903d-9cec-48c1-be46-ae0020289382 Megadose en 2026-08-19T00:00:00+00:00 SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution https://megadose.ai/i/cfaf5829-48bb-41f3-89ff-685d8d0566d3 Megadose en 2026-08-19T00:00:00+00:00 FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis https://megadose.ai/i/2655128f-87cf-4c52-ad8d-932f89717494 Megadose en 2026-08-19T00:00:00+00:00 SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents https://megadose.ai/i/79e468ab-6825-4e3f-9350-ff1618eb76f1 Megadose en 2026-08-19T00:00:00+00:00 Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL https://megadose.ai/i/60ba5d4b-a380-4652-83d8-3319864746fc Megadose en 2026-08-18T23:15:02+00:00 Anthropic details two experiments showing how Claude can accelerate protein design and analytical chemistry, and says it plans an access program for scientists (Anthropic) https://megadose.ai/i/4334e5a6-9abb-451a-a6c6-79477fe01235 Megadose en 2026-08-18T22:50:01+00:00 Sources: OpenAI's Q2 revenue grew 18% QoQ to $6.7B, but its operating margin sank further; Anthropic more than doubled its revenue to $11.6B in the same period (Wall Street Journal) https://megadose.ai/i/4c982311-a571-4452-b05c-593358500266 Megadose en 2026-08-18T22:35:01+00:00 Z.ai's GLM-5.3 with max reasoning scores 60 on the Artificial Analysis Intelligence Index, on par with Kimi K3 but below Opus 5 at 63 and Fable 5 at 62 (@artificialanlys) https://megadose.ai/i/b532350a-4259-44ea-bd88-2602e7e070c3 Megadose en 2026-08-18T22:14:25+00:00 Cursor capitalizes on Github frustration, launches rival hosting platform https://megadose.ai/i/2b43dfaa-85bf-4d5d-bdd7-36f303afad27 Megadose en 2026-08-18T21:39:20+00:00 Mojo🔥 is now open source https://megadose.ai/i/1386e9d9-ac62-4b8e-af88-ca3243707886 Megadose en 2026-08-18T20:40:01+00:00 Sources: Anthropic has been preparing to give its co-founders shares with extra voting power to help insulate them from outside pressure, ahead of a planned IPO (The Information) https://megadose.ai/i/309b2f47-3b99-4c02-b135-f813dd902833 Megadose en 2026-08-18T19:00:35+00:00 VC funding in physical AI companies totaled $47.4B across 521 deals in H1, up 80% from H1 2025, and more than the $41.9B invested from 2022 to 2024 (Mary Ann Azevedo/Crunchbase News) https://megadose.ai/i/7aa651ed-4873-4a85-97d4-f01461c17fd0 Megadose en 2026-08-18T17:59:01+00:00 From Corpora to Co-Evolving Capabilities: Capability-Centric Data Design for Generalist Image Generation https://megadose.ai/i/c74fd4be-24e4-4473-9c26-f3f3fda0011c Megadose en 2026-08-18T17:55:07+00:00 On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification https://megadose.ai/i/be7b473a-ddc1-47c2-a3ce-d1c68f4b1974 Megadose en 2026-08-18T17:52:52+00:00 TokEval: A Tokenizer Evaluation Suite https://megadose.ai/i/92675da9-606b-4e0c-86a3-6e5e6827d4a9 Megadose en 2026-08-18T17:44:18+00:00 StagedWorkspace: A Versioned Workspace for Knowledge-Work Agents