https://megadose.ai/i/be7157fd-f9b6-4e14-80b4-0c11f397d31f Megadose en 2026-07-22T18:05:01+00:00 Sources: Cathedral, launched by ex-DOGE staffers to use AI to expand US military cyber capabilities, raised $160M led by a16z and Sequoia at a $1.4B valuation (David Jeans/Reuters) https://megadose.ai/i/44b7cc16-3a6a-46ed-84b9-904838811712 Megadose en 2026-07-22T17:55:01+00:00 Genius AI, formerly GlossGenius, which pivoted from a salon management platform to offer AI tools for service SMBs, raised a $44M Series D at a $1.15B valuation (Emma Hinchliffe/Fortune) https://megadose.ai/i/a4131a72-8d24-48e8-8114-3a347b75ae0a Megadose en 2026-07-22T17:54:14+00:00 Monday.com lays off hundreds to focus on AI https://megadose.ai/i/2dd79e2e-5933-44fe-8ab7-5df60263ef9e Megadose en 2026-07-22T17:10:01+00:00 Arcee, which develops open-weight models in the US, partners with the Department of Energy to build Genesis-Science-1, an open model for scientific research (Catherine Perloff/The Information) https://megadose.ai/i/5e2bb1b7-6575-4e4f-8b9c-573e7004ccb9 Megadose en 2026-07-22T16:23:09+00:00 Substack’s new tool tells you who’s been writing their newsletters with AI https://megadose.ai/i/43459472-7e1c-43c2-a7c9-f573c73c8712 Megadose en 2026-07-22T16:13:30+00:00 OpenAI’s AI spending spree has ballooned to $750B https://megadose.ai/i/e637f634-05de-45f6-be9e-cc1d298d1566 Megadose en 2026-07-22T15:50:02+00:00 OpenAI introduces Presence, to help companies better connect AI agents to their internal systems and automate customer support, sales, and other tasks (Business Insider) https://megadose.ai/i/fa75c405-c0ff-48d7-97fc-4a8d43addf1e Megadose en 2026-07-22T14:00:38+00:00 London-based Arrakis, which makes AI agents for industrial companies, emerges from stealth with a $7.5M seed and a $30M Series A at a $140M post-money valuation (Jeremy Kahn/Fortune) https://megadose.ai/i/94b15a82-b9b3-4b2b-a361-125ce571c821 Megadose en 2026-07-22T13:21:09+00:00 Source: OpenAI raised its projected cloud spending to ~$750B through 2030, up from a projection of ~$600B earlier this year, reflecting new cloud agreements (Anissa Gardizy/Wall Street Journal) https://megadose.ai/i/59b4ee2b-5203-435b-8fbc-5aebfccaefef Megadose en 2026-07-22T13:21:09+00:00 OpenAI plans to spend $30B+ on a massive new data center in Georgia, securing 3.2GW of total energy; several hundred MW are set to come online starting in 2028 (Dina Bass/Bloomberg) https://megadose.ai/i/1fbe49b3-9748-4ddd-8560-4ef3d25dae81 Megadose en 2026-07-22T12:37:32+00:00 AMD and Anthropic sign an AI server deal worth tens of billions; Anthropic will buy up to 2GW of MI450 chips from H1 2027, and AMD will invest $5B in Anthropic (Wall Street Journal) https://megadose.ai/i/2a68b178-748e-42ca-acfe-ba9e8eb89ce7 Megadose en 2026-07-22T12:00:00+00:00 The Anthropic Economic Index connector https://megadose.ai/i/06810f3c-5c09-4b71-900f-16d9ad3b4508 Megadose en 2026-07-22T12:00:00+00:00 Supporting ambitious external research through the Anthropic Economic Futures Research Fund https://megadose.ai/i/4a1f4754-76a0-48f1-8214-4ddf8931ea3d Megadose en 2026-07-22T10:40:01+00:00 Glow, a cybersecurity startup that uses AI agents to monitor software and developer tools, emerges from stealth with a $180M Series A at a $1.2B valuation (Jagmeet Singh/TechCrunch) https://megadose.ai/i/084681b0-38d6-4dba-96c0-52d02a6bcc73 Megadose en 2026-07-22T10:31:52+00:00 Anthropic develops Claude-driven Managed Projects https://megadose.ai/i/969b3f64-fc62-43cb-87e6-b0428abf73fe Megadose en 2026-07-22T10:31:26+00:00 Google launches Gemini 3.6 Flash and Gemini 3.5 Flash Lite https://megadose.ai/i/498691cd-47b1-48de-b6b4-fa816a17ed65 Megadose en 2026-07-22T10:00:00+00:00 Glow emerges from stealth at $1.2B valuation to challenge endpoint security in the AI era https://megadose.ai/i/1a041e5f-0fde-4429-b2f1-9afdd11dde52 Megadose en 2026-07-22T08:00:00+00:00 Synthesia’s AI training platform is moving beyond videos into live coaching https://megadose.ai/i/0c56c721-f5c3-4b7b-b858-70ef5a8075dd Megadose en 2026-07-22T05:30:01+00:00 TSMC forecasts "several years" of margin dilution as overseas fab projects ramp up; the company has announced $200B in investment into US manufacturing (Kai Nicol-Schwarz/CNBC) https://megadose.ai/i/124eb417-aa3a-4b76-bc3e-e6c78e4b2d7b Megadose en 2026-07-22T05:30:00+00:00 Introducing OpenAI Presence https://megadose.ai/i/dd8b98ff-f7f7-4b3b-99e8-6d743dcf4433 Megadose en 2026-07-22T04:40:01+00:00 Sources: Samsung may invest up to €1B in Mistral as part of a broader round valuing it at ~€20B, after previously backing the AI startup through its venture arm (Financial Times) https://megadose.ai/i/60c5ebe1-e35c-4552-bd76-5caa9b0cc9d9 Megadose en 2026-07-21T23:55:10+00:00 Meta is testing an AI bedtime story app for people with no imagination https://megadose.ai/i/e0997eef-9b18-4e5a-afdb-e85a0b1671b8 Megadose en 2026-07-21T22:45:00+00:00 London-based robotics startup Humanoid raised a $152M Series A led by Prime Movers Lab at a $1.35B post-money valuation, bringing its total funding to $270M (John Koetsier/Forbes) https://megadose.ai/i/28e85414-57ee-4fa9-a07e-3f1e14da00b0 Megadose en 2026-07-21T22:35:24+00:00 Kimi K3 Is Competitive with Fable; Kimi K3 and Fable Is SoTA https://megadose.ai/i/3cf70fdb-3852-43dd-af2e-f26e6b20360b Megadose en 2026-07-21T21:45:00+00:00 OpenAI adds Nubank founder and CEO David Vélez and BNY CEO Robin Vince to its board of directors, as the company moves toward a public listing (Wall Street Journal) https://megadose.ai/i/6040cb3f-ff63-4f93-8876-ce7317137254 Megadose en 2026-07-21T21:40:06+00:00 OpenAI says its models chained vulnerabilities across its research environment and Hugging Face's infrastructure to find solutions for the ExploitGym benchmark (OpenAI) https://megadose.ai/i/17a6b57b-d40f-4047-a28a-a480bb41433d Megadose en 2026-07-21T21:05:01+00:00 Cisco releases Antares-350M and Antares-1B, two open-weight AI models to find known vulnerabilities within a codebase, and plans to release Antares-3B soon (Sam Sabin/Axios) https://megadose.ai/i/436e003e-cccf-4af8-aac6-c9c6e6e09091 Megadose en 2026-07-21T20:50:01+00:00 Super Micro says Q4 orders have topped $60B and expects gross margins of 15% to 17%, up from its prior forecast of 8.2% to 8.4%; SMCI jumps 13%+ after hours (Juby Babu/Reuters) https://megadose.ai/i/00e55a8f-481a-464a-9adb-dd2d6120f313 Megadose en 2026-07-21T19:43:41+00:00 Jack Dorsey is taking on Slack with Buzz, a group chat platform for teams and their AI agents https://megadose.ai/i/ade69929-f76f-4e15-be9c-5eeb57265aa0 Megadose en 2026-07-21T19:15:01+00:00 Poolside launches Laguna S 2.1, an 118B open-weight model built for agentic coding and long-horizon work, that it says competes with larger open models (Iain Martin/Forbes) https://megadose.ai/i/4921dff8-a705-4a08-b1e7-fa29dd08f1f6 Megadose en 2026-07-21T17:59:21+00:00 Copy Less, Ground More: Overcoming Repetitive Copying in Long-Context Reasoning via Evidence-Aware Reinforcement Learning https://megadose.ai/i/a56042ad-3133-40f3-b1ad-f97446c4814d Megadose en 2026-07-21T17:59:12+00:00 Appearance Pointers -- Multimodal Region Control of Diffusion Transformers https://megadose.ai/i/2401e740-20ff-4755-bdc4-bd46e4a96f34 Megadose en 2026-07-21T17:56:49+00:00 CodeRescue: Budget-Calibrated Recovery Routing for Coding Agents https://megadose.ai/i/f8dc742b-862d-414c-a0d3-4c30dc0e2e7a Megadose en 2026-07-21T17:51:38+00:00 ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling https://megadose.ai/i/949190ea-148e-4582-a40a-09adc5b82127 Megadose en 2026-07-21T17:51:36+00:00 ISO: An RLVR-Native Optimization Stack https://megadose.ai/i/2cebfab6-7d05-413c-9764-4ef6753e9aea Megadose en 2026-07-21T17:47:57+00:00 Selective State-Space Adaptation and Retrieval for Language Model Reasoning https://megadose.ai/i/370afc3c-8df7-4bf6-ac9b-e64c8f6cf4f4 Megadose en 2026-07-21T17:41:12+00:00 ResearchArena: Evaluating Sabotage and Monitoring in Automated AI R&D https://megadose.ai/i/679a7c24-7e79-49dd-91bc-a1fa52966b80 Megadose en 2026-07-21T17:34:12+00:00 CircuitKIT : Circuit Discovery, Evaluation, and Application Toolkit for Mechanistic Interpretability https://megadose.ai/i/deea4f38-4643-4629-91ab-297981a28998 Megadose en 2026-07-21T17:30:01+00:00 Block launches Buzz, an open source collaboration workspace on Nostr protocol for humans and AI agents to share messages, code repositories, workflows, and more (Block) https://megadose.ai/i/d592bd73-fa3c-47e3-adef-cd40a4f51776 Megadose en 2026-07-21T17:28:40+00:00 Off-Context GRPO: Learning to Reason on Hard Problems using Privileged Information https://megadose.ai/i/391f33a3-6c1e-4bdc-93fa-5d173c655b8d Megadose en 2026-07-21T17:14:06+00:00 Jack Dorsey launches Buzz to combine team chat, AI agents and Git hosting https://megadose.ai/i/1db5cbf1-fb75-4bf8-848b-aefa4d275a0f Megadose en 2026-07-21T17:11:50+00:00 Google releases three new Gemini models — but no 3.5 Pro https://megadose.ai/i/916916b1-b68b-4055-928c-1463d4aba1a3 Megadose en 2026-07-21T16:38:32+00:00 They'll Verify. They Just Won't Act. How Authority Framing and Laundered Code Turn a Trusted Agentic CI/CD Pipeline Into an Attack Surface https://megadose.ai/i/fb2b7bf8-b7c3-4234-beaa-9f6b96ed9080 Megadose en 2026-07-21T16:33:57+00:00 BioSecBench-Surveillance: A Verifiable Benchmark for AI Agents in Pathogen Genomic Surveillance https://megadose.ai/i/9d796a90-d867-4d25-960d-7c753fe218a7 Megadose en 2026-07-21T16:33:44+00:00 PathAgentBench: Benchmarking Evidence-Seeking Vision-Language Models on Whole-Slide Pathology Image https://megadose.ai/i/0a7a6051-71ec-4f91-8d92-e15edaa1ca09 Megadose en 2026-07-21T16:31:35+00:00 Prompt Design at Scale: How Format, Instruction Count, and Context Length Shape Instruction Adherence and Hallucination in Large Language Models https://megadose.ai/i/0936d2c9-3615-4d4d-bf92-2f4bab2d7833 Megadose en 2026-07-21T16:15:05+00:00 Inference-Time Steering for Cross-Lingual Factual Consistency in LLMs https://megadose.ai/i/8da8f086-5b15-4a1a-a8bb-e1a3cd489013 Megadose en 2026-07-21T16:15:00+00:00 Meta quietly releases StoryKit, a new mobile app that uses AI to create personalized children's stories, including illustrations and original music, in Mexico (Zac Hall/9to5Mac) https://megadose.ai/i/a06bd82b-0691-4f47-953f-6013d93f78c0 Megadose en 2026-07-21T16:07:07+00:00 DBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Models https://megadose.ai/i/ceb90589-cf1c-4076-a3e6-e2e8c74534cd Megadose en 2026-07-21T16:05:49+00:00 MeetingToM: Evaluating Multimodal LLMs on Theory-of-Mind Reasoning in Multi-Party Meetings https://megadose.ai/i/df96fc4d-0408-43e1-af29-7d488629b017 Megadose en 2026-07-21T15:52:50+00:00 AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters https://megadose.ai/i/79464ff3-5e67-4c4a-8342-5928b73a1544 Megadose en 2026-07-21T15:40:03+00:00 Google launches Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber, and says it has started its "most ambitious pre-training run yet" for Gemini 4 (Tulsee Doshi/Google) https://megadose.ai/i/7ed5aa2c-da66-47b4-8912-e9063f5558ba Megadose en 2026-07-21T15:34:44+00:00 MIRA-Ev:A Benchmark for Granular Evidence Detection and Relational Reasoning in Clinical Exams https://megadose.ai/i/04d07f85-e74a-4d9b-b492-763bc9ec3adc Megadose en 2026-07-21T15:31:49+00:00 ATLAS: A Foundation Neural Sampler for Amorphous Materials https://megadose.ai/i/20ab3ac2-e676-4364-abf2-d81265d68037 Megadose en 2026-07-21T15:30:53+00:00 Free energy landscape of Dense Associative Memory https://megadose.ai/i/f49f5284-1a36-45dc-9972-f31d40cfe293 Megadose en 2026-07-21T15:26:50+00:00 ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU https://megadose.ai/i/2d88f234-9f42-4139-b472-289999ab8d5b Megadose en 2026-07-21T15:26:50+00:00 ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU https://megadose.ai/i/fb776676-2cba-430a-84bf-cad3977824df Megadose en 2026-07-21T15:23:38+00:00 Agentic Real2Sim: Physics-based World Modeling with Vision-Language Agents https://megadose.ai/i/522baab2-a5c6-4b3e-baa9-beb76d7c7451 Megadose en 2026-07-21T15:18:05+00:00 Google says Gemini 3.5 Flash Cyber is a "cost-efficient and highly capable alternative" to models like Mythos, available first to governments and some partners (Emma Roth/The Verge) https://megadose.ai/i/01f339c6-d8f7-4699-9589-f050772588d7 Megadose en 2026-07-21T15:17:16+00:00 Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber https://megadose.ai/i/b99dfd32-9e6d-41bd-9341-5a0b5343d389 Megadose en 2026-07-21T15:16:30+00:00 Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber https://megadose.ai/i/fad8f5f3-7fba-4869-a90d-66841347561a Megadose en 2026-07-21T15:10:06+00:00 Google launches Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber, and says it has started its "most ambitious pre-training run yet" for Gemini 4 (Abner Li/9to5Google) https://megadose.ai/i/fdade10b-c7eb-4408-bb72-f5c9eaf6b719 Megadose en 2026-07-21T15:00:34+00:00 Augustus, which is building a federally chartered "AI-native" clearing bank designed around stablecoins, raised $180M led by Tiger Global at a $1B valuation (Krisztian Sandor/CoinDesk) https://megadose.ai/i/dbc5bad5-27c6-4ace-ba59-7dd45a60e58c Megadose en 2026-07-21T14:50:01+00:00 Sources: after it closes a round at a $31.5B valuation, Moonshot plans a final raise at a $50B valuation to capitalize on Kimi K3 buzz before a Hong Kong IPO (Pei Li/Bloomberg) https://megadose.ai/i/01949882-9675-44ab-8be7-8e276d1c246b Megadose en 2026-07-21T14:22:27+00:00 Nativ: Run AI models locally on your Mac https://megadose.ai/i/5390c1f1-532b-41c2-9fc8-2787a0eae32e Megadose en 2026-07-21T14:20:01+00:00 Docs: AI data startup Mercor had $614M in gross revenue in H1 2026, up 70% from all of 2025, with ~91% from foundation model makers like OpenAI and Anthropic (The Information) https://megadose.ai/i/ce583b5a-c784-4829-bce0-8a52e32d1524 Megadose en 2026-07-21T13:00:13+00:00 Databricks co-founder Ion Stoica's GPU orchestration startup SkyPilot, which aims to be neutral across hardware and cloud vendors, raised a $20M seed led by Lux (Lily Mae Lazarus/Fortune) https://megadose.ai/i/b5729727-64ec-4d70-ac8b-13b076542df0 Megadose en 2026-07-21T12:50:04+00:00 Microsoft and Mistral sign a multibillion-dollar deal to build European data centers and integrate Mistral models into Foundry, Copilot Studio, and Azure Local (Belle Lin/Wall Street Journal) https://megadose.ai/i/912cd44e-8b71-4a25-a223-caacff0c4abb Megadose en 2026-07-21T12:45:01+00:00 Samsung plans to launch its AI-powered Samsung Health Assistant and new heart metrics tools like Vitals for overnight metric tracking in beta in August (Samantha Kelly/Bloomberg) https://megadose.ai/i/aa80adbe-7598-4ca2-8980-055d43e9a232 Megadose en 2026-07-21T11:40:00+00:00 Gritt, which is developing an AI system that helps build infrastructure like solar panels, emerges from stealth with a $26M Series A and $34M in total funding (Tim Fernholz/TechCrunch) https://megadose.ai/i/9a630151-27d2-468f-8a77-8f4f59938413 Megadose en 2026-07-21T10:00:01+00:00 Sources: BlackRock leads a $12B+ debt sale for Meta's new El Paso data center, as Meta signs a lease for a BlackRock-backed data-center project in Pennsylvania (Wall Street Journal) https://megadose.ai/i/67cf8410-33ce-46b4-b498-1708be37bba1 Megadose en 2026-07-21T10:00:00+00:00 Gritt exits stealth with $34 million for robots to build solar plants—then, everything else https://megadose.ai/i/631359e1-e00d-493b-bb08-ce02caa9e057 Megadose en 2026-07-21T09:10:01+00:00 Sources: TSMC plans to hike advanced and mature node prices by up to 10% in 2027, plus a 10%-15% premium for advanced chip orders exceeding original forecasts (Cheng Ting-Fang/Nikkei Asia) https://megadose.ai/i/0e4fc344-94c1-4c2e-99ee-fbeed7b4d266 Megadose en 2026-07-21T08:44:23+00:00 Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge https://megadose.ai/i/b5b91f69-4e96-441b-8992-582cae337453 Megadose en 2026-07-21T04:54:24+00:00 Generative World Renderer at the Speed of Play https://megadose.ai/i/efb7ddfc-0a56-491e-bbd0-2e51890f254f Megadose en 2026-07-21T03:56:03+00:00 Five US tech giants' hidden debts soar to $1.65T on opaque AI funding https://megadose.ai/i/fc8b7b54-466e-4a54-a1f0-fb0985a161e4 Megadose en 2026-07-21T03:15:02+00:00 Study: off-balance sheet debt at Alphabet, Microsoft, Amazon, Meta, and Oracle grew an est. ~8x since 2022 to ~$1.65T, eclipsing ~$1.35T in balance sheet debt (Kohei Yamada/Nikkei Asia) https://megadose.ai/i/a2bd49fd-c3ba-4757-85db-9d354fa23d47 Megadose en 2026-07-21T00:00:00+00:00 David Vélez and Robin Vince join the boards of the OpenAI Foundation and OpenAI Group PBC https://megadose.ai/i/3df85bb1-fd60-4a9b-a445-246b21145de6 Megadose en 2026-07-21T00:00:00+00:00 AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents https://megadose.ai/i/e6d1afd1-55d8-4350-8f61-a28d7b637a0e Megadose en 2026-07-21T00:00:00+00:00 Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers https://megadose.ai/i/bca44994-c32b-466b-914f-0362aaaf308e Megadose en 2026-07-21T00:00:00+00:00 HPD-Parsing: Hierarchical Parallel Document Parsing https://megadose.ai/i/cad61ff3-abc5-4d8a-ad5b-a46df7cebc77 Megadose en 2026-07-21T00:00:00+00:00 Two-Level Meta-Rubrics for Evaluating Open-Ended Generation: GAMUT, a Benchmark for Factual Completeness https://megadose.ai/i/23fd1ac0-8f1a-404b-912d-7bb45a147a1a Megadose en 2026-07-21T00:00:00+00:00 Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning https://megadose.ai/i/f81cb788-bd82-462f-bfec-c6e1b975547d Megadose en 2026-07-21T00:00:00+00:00 Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing https://megadose.ai/i/f51b8fe8-9e1e-4898-b835-d42700cda3e3 Megadose en 2026-07-21T00:00:00+00:00 Masked Visual Actions for Unified World Modeling https://megadose.ai/i/d2af5c6d-fd21-4e8e-be86-ae0115c71483 Megadose en 2026-07-21T00:00:00+00:00 H^2SD: Hybrid Hindsight Self-Distillation https://megadose.ai/i/5d36cf09-970d-4a28-a908-dcd79d0f0bd4 Megadose en 2026-07-21T00:00:00+00:00 NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs https://megadose.ai/i/b429a835-5650-409d-bfb1-3a1e63aaf170 Megadose en 2026-07-21T00:00:00+00:00 Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing https://megadose.ai/i/760c537b-680a-4106-bc73-a57d09542f04 Megadose en 2026-07-21T00:00:00+00:00 Delineate Anything v2: A Global Foundation Model for Field Delineation https://megadose.ai/i/cb9c4959-2be5-4523-88ba-b15bb3ec3456 Megadose en 2026-07-21T00:00:00+00:00 Where Should Optimizer State Live? Tiered State Allocation for Memory-Efficient Mixture-of-Experts Training https://megadose.ai/i/d9c9f0b1-21a1-493c-a3d2-16a5cd1ce765 Megadose en 2026-07-20T21:21:15+00:00 Google is working on a new AI chip designed to make Gemini more efficient https://megadose.ai/i/9700dc1c-94de-4663-956b-308aee9038f1 Megadose en 2026-07-20T20:50:40+00:00 AI’s most important protocol is getting a little bit easier to use https://megadose.ai/i/b9cbb6fa-4adc-48b1-9158-93c719b027ff Megadose en 2026-07-20T19:40:01+00:00 Natural, which aims to help companies let their AI agents make autonomous payments, raised a $30M Series A led by Forerunner, bringing its total raised to $40M (Marina Temkin/TechCrunch)