https://megadose.ai/i/63f90611-c771-47c9-9eff-4752a25c3d2d Megadose en 2026-05-12T13:01:06+00:00 SAP invests in German workflow automation platform n8n at a $5.2B valuation, up from $2.5B after an October 2025 equity raise, and agrees to embed n8n's tools (Yazhou Sun/Bloomberg) https://megadose.ai/i/89b3676e-e02b-4e8a-8f72-e406b96e03fa Megadose en 2026-05-12T12:00:50+00:00 AI voice startup Vapi raised a $50M Series B led by Peak XV, a source says at a $500M post-money valuation, after Amazon chose Vapi to handle 100% of Ring calls (Jagmeet Singh/TechCrunch) https://megadose.ai/i/475bf7b8-34e0-4867-931f-5ee55486247b Megadose en 2026-05-12T11:30:00+00:00 AI voice startup Vapi hits $500M valuation after winning Amazon Ring over 40 rivals https://megadose.ai/i/3fe668e0-095b-4ac9-ab44-9061a3da2d5e Megadose en 2026-05-12T10:20:01+00:00 Amp, which aims to buy excess computing capacity from data center operators to sell to startups, universities, and more, raised $1.3B from a16z and others (Cade Metz/New York Times) https://megadose.ai/i/1a6bf1e0-085b-40cc-a0d0-d2fb35233b61 Megadose en 2026-05-12T10:10:01+00:00 Sources: Jensen Huang was not invited to travel with President Trump on his China trip, a potential setback to Nvidia; Huang expressed his willingness to join (Bloomberg) https://megadose.ai/i/4ac96fa4-2be8-41f4-897e-46b9c87b8828 Megadose en 2026-05-12T01:40:00+00:00 Source: new revenue sharing terms cap OpenAI's payments to Microsoft at $38B; they previously could have totaled $135B through 2030 if long-term goals were met (The Information) https://megadose.ai/i/41342eb7-9a76-4fa2-ba11-a386369ebb4d Megadose en 2026-05-11T23:00:00+00:00 OpenAI launches Daybreak, a cybersecurity initiative integrating AI models and Codex Security to help organizations patch vulnerabilities (Alexey Shabanov/TestingCatalog AI News) https://megadose.ai/i/520463bf-8c0e-4d32-92f1-fdd49a948ed8 Megadose en 2026-05-11T22:50:01+00:00 Thinking Machines Lab details interaction models, which can think and respond in real time, letting users and AI interact continuously for better collaboration (Thinking Machines Lab) https://megadose.ai/i/c45d7487-a4ea-4617-930e-9d8386fd730d Megadose en 2026-05-11T22:04:00+00:00 Thinking Machines announced new Interaction Voice Models https://megadose.ai/i/bf813e53-1b96-431a-94b2-2ec81efdf3cb Megadose en 2026-05-11T21:48:52+00:00 OpenAI announces Daybreak initiative around Codex Security https://megadose.ai/i/f4f57ab8-ee62-41eb-befd-62fe5ffa7838 Megadose en 2026-05-11T21:16:09+00:00 Anthropic adds Agent View to Claude Code CLI interface https://megadose.ai/i/92580a01-5ae0-41c3-a157-e9dce8b98122 Megadose en 2026-05-11T17:59:29+00:00 ELF: Embedded Language Flows https://megadose.ai/i/98413a98-d279-4c32-93a6-612139048761 Megadose en 2026-05-11T17:58:45+00:00 Variational Inference for Lévy Process-Driven SDEs via Neural Tilting https://megadose.ai/i/aafed373-d35e-47af-b057-476f5d4b5715 Megadose en 2026-05-11T17:55:13+00:00 Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning https://megadose.ai/i/157aebc5-391f-476c-bc72-64ede366f14e Megadose en 2026-05-11T17:52:15+00:00 Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges https://megadose.ai/i/0bd619f0-b7c2-4b4e-bb7d-39b9fff93407 Megadose en 2026-05-11T17:50:51+00:00 Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace https://megadose.ai/i/f42f23e4-c752-43f5-a286-9ddccec9f71a Megadose en 2026-05-11T17:49:43+00:00 WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation https://megadose.ai/i/95cb4c57-d085-48f3-bda7-326c170c2d2a Megadose en 2026-05-11T17:49:28+00:00 Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis https://megadose.ai/i/e4432e5b-c658-4bc3-be48-74a5745e5ea6 Megadose en 2026-05-11T17:49:09+00:00 Revisiting Policy Gradients for Restricted Policy Classes: Escaping Myopic Local Optima with $k$-step Policy Gradients https://megadose.ai/i/31407ddb-e519-4df5-bc6a-f788f708172f Megadose en 2026-05-11T17:46:33+00:00 Engineering Robustness into Personal Agents with the AI Workflow Store https://megadose.ai/i/405bde03-632f-41c2-ae05-1171e26934f8 Megadose en 2026-05-11T17:46:24+00:00 DataMaster: Towards Autonomous Data Engineering for Machine Learning https://megadose.ai/i/c8b92ecd-3935-476a-899a-d353e0428d86 Megadose en 2026-05-11T17:41:38+00:00 Beyond Red-Teaming: Formal Guarantees of LLM Guardrail Classifiers https://megadose.ai/i/506c7408-411c-4828-95b0-87740d4d4daf Megadose en 2026-05-11T17:40:38+00:00 RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards https://megadose.ai/i/2d49d11b-1934-4a18-8069-5e76da726ec1 Megadose en 2026-05-11T17:38:17+00:00 V4FinBench: Benchmarking Tabular Foundation Models, LLMs, and Standard Methods on Corporate Bankruptcy Prediction https://megadose.ai/i/35c99ddb-831a-4dd1-969f-0d96e39c4774 Megadose en 2026-05-11T17:35:10+00:00 Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking https://megadose.ai/i/59d4f828-5f1a-40db-b22b-5b055068a29a Megadose en 2026-05-11T17:33:28+00:00 Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why https://megadose.ai/i/2cf2f403-6915-4f42-b71e-3cc2c9e96840 Megadose en 2026-05-11T17:33:01+00:00 Shields to Guarantee Probabilistic Safety in MDPs https://megadose.ai/i/8a3efb58-8121-4d05-ae90-9534c352fee4 Megadose en 2026-05-11T17:32:29+00:00 LoKA: Low-precision Kernel Applications for Recommendation Models At Scale https://megadose.ai/i/d7206993-d2f9-44a3-ac60-c58b9c1ee4f1 Megadose en 2026-05-11T17:27:16+00:00 AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents https://megadose.ai/i/66fa1a4c-686d-475d-8c1a-82eb569e0b30 Megadose en 2026-05-11T17:27:15+00:00 Compute Where it Counts: Self Optimizing Language Models https://megadose.ai/i/6d9385a6-1a23-42ba-8c55-5d6588433382 Megadose en 2026-05-11T17:25:47+00:00 CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation https://megadose.ai/i/947be4fc-582c-441f-82e3-fa494b18da1e Megadose en 2026-05-11T17:24:42+00:00 Attractor-Vascular Coupling Theory: Formal Grounding and Empirical Validation for AAMI-Standard Cuffless Blood Pressure Estimation from Smartphone Photoplethysmography https://megadose.ai/i/74915b80-b54a-413e-ac74-98994c52689f Megadose en 2026-05-11T17:20:58+00:00 Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory https://megadose.ai/i/523e0edb-43f6-4542-bbf2-d2e09feb0c46 Megadose en 2026-05-11T17:17:02+00:00 BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data https://megadose.ai/i/877c1060-b901-46f3-b45b-24380117a8af Megadose en 2026-05-11T17:13:36+00:00 BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD https://megadose.ai/i/8b523793-e4b5-45c9-9fd9-85deccc2bd3a Megadose en 2026-05-11T17:10:44+00:00 DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization https://megadose.ai/i/1beafe56-a78d-41d9-8aa5-9256131fb689 Megadose en 2026-05-11T17:10:35+00:00 RUBEN: Rule-Based Explanations for Retrieval-Augmented LLM Systems https://megadose.ai/i/0486af31-f6bd-4dc3-8bb6-0aab4bebb348 Megadose en 2026-05-11T17:05:52+00:00 Masked Generative Transformer Is What You Need for Image Editing https://megadose.ai/i/d43a317d-f311-4eb7-92be-be5a6311c1b4 Megadose en 2026-05-11T17:02:09+00:00 Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding https://megadose.ai/i/b32ef872-d840-42b9-8418-67bcb6b04f9d Megadose en 2026-05-11T17:00:18+00:00 The Generalized Turing Test: A Foundation for Comparing Intelligence https://megadose.ai/i/23db024f-8330-4c65-bbdd-7f0844a68e91 Megadose en 2026-05-11T16:58:57+00:00 Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient? https://megadose.ai/i/b2a9a7ef-5986-4804-a921-d2e43b1adfc2 Megadose en 2026-05-11T16:58:48+00:00 Conditional anomaly detection methods for patient-management alert systems https://megadose.ai/i/a303e5b3-c2b7-4b20-9dde-31d168458523 Megadose en 2026-05-11T16:56:44+00:00 BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation https://megadose.ai/i/df815097-c742-4219-94ef-7dfc8e83e6f6 Megadose en 2026-05-11T16:55:16+00:00 Training-Free Cultural Alignment of Large Language Models via Persona Disagreement https://megadose.ai/i/7d5dae1c-db8a-4dd6-b821-7c133b273246 Megadose en 2026-05-11T16:54:23+00:00 Clin-JEPA: A Multi-Phase Co-Training Framework for Joint-Embedding Predictive Pretraining on EHR Patient Trajectories https://megadose.ai/i/b3d69b67-c1fa-4d80-a9e2-8b25ce611802 Megadose en 2026-05-11T16:40:01+00:00 Sources: German defense tech startup Helsing is set to raise $1.2B led by Dragoneer and Lightspeed at a valuation of about $18B, up from $14B in June 2025 (Financial Times) https://megadose.ai/i/27a8fcf5-eb93-462b-8e94-41df03134202 Megadose en 2026-05-11T15:00:35+00:00 Israeli startup Frame Security, which protects organizations from AI-powered social engineering attacks, emerges from stealth with $50M led by Index and others (CTech) https://megadose.ai/i/704500f4-4e44-40fd-8276-ebadd9e8756c Megadose en 2026-05-11T13:25:02+00:00 OpenAI launches the OpenAI Deployment Company with a $4B+ investment to help organizations build and deploy AI systems, and acquires AI consulting firm Tomoro (Reuters) https://megadose.ai/i/021ec082-c0ca-4e48-8f5c-2d98b5243ac6 Megadose en 2026-05-11T13:05:01+00:00 Sources: Masayoshi Son has held talks with French President Emmanuel Macron about unveiling a multibillion-dollar AI data center project in the coming weeks (Bloomberg) https://megadose.ai/i/f6c1c8ca-f7ba-40c6-aa34-979cede2ab3e Megadose en 2026-05-11T13:00:00+00:00 There aren’t enough rockets for space data centers. Cowboy Space raised $275 million to build them. https://megadose.ai/i/770c9626-5fbb-42c4-9138-44be1037063d Megadose en 2026-05-11T12:45:00+00:00 SEC filing: Cerebras upsizes its IPO to 30M shares at $150-$160 each, up from 28M shares at $115-$125, aiming to raise up to $4.8B at an up to $34.4B valuation (Carmen Reinicke/Bloomberg) https://megadose.ai/i/1523a80d-5372-425c-ba35-f9cf4d362717 Megadose en 2026-05-11T12:06:03+00:00 Sources: Kuaishou plans to spin off its Kling AI video unit for an IPO in 2027 and is seeking a $20B valuation in pre-IPO funding talks with potential investors (The Information) https://megadose.ai/i/2aaedccd-fcc3-4cd3-b722-7e9ef6df112f Megadose en 2026-05-11T11:44:30+00:00 China’s Kuaishou Plans to Spin Off Kling AI Video Unit at $20 Billion Valuation https://megadose.ai/i/a89420d2-96ed-404a-9b6c-fd89f26ebbee Megadose en 2026-05-11T05:15:01+00:00 SoftBank partners with South Korea's Cosmos Lab and DeltaX to mass produce next-gen data center batteries in Japan at the scale of one GWh per year in FY 2027 (Min-Jeong Lee/Bloomberg) https://megadose.ai/i/c3877d69-81f2-4389-9a15-303d807abed8 Megadose en 2026-05-11T04:40:01+00:00 Sources: OpenAI facilitated a $6.6B secondary share sale in October 2025 for 600+ current and ex-employees; over 75 people cashed out the maximum cap of $30M (Berber Jin/Wall Street Journal) https://megadose.ai/i/388d0982-bdce-450e-a2ee-2f9d2924918d Megadose en 2026-05-11T04:10:00+00:00 Nvidia embraces its role as an AI investor in 2026, committing $40B+ to equity investments including a $30B stake in OpenAI, $3.2B in Corning, and $2.1B in IREN (CNBC) https://megadose.ai/i/d341c639-bb88-4242-88a1-cbb0268d1da9 Megadose en 2026-05-11T00:00:00+00:00 Qwen-Image-2.0 Technical Report https://megadose.ai/i/aef83f89-78ed-4fd7-9860-fa26101e76df Megadose en 2026-05-11T00:00:00+00:00 WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors https://megadose.ai/i/fd5f1f8d-5058-45d3-a619-af325db517af Megadose en 2026-05-11T00:00:00+00:00 G-Zero: Self-Play for Open-Ended Generation from Zero Data https://megadose.ai/i/b49ece41-678d-4f68-a826-6e375b77d34e Megadose en 2026-05-11T00:00:00+00:00 Can Muon Fine-tune Adam-Pretrained Models? https://megadose.ai/i/582216ce-4e43-4646-b8bf-69dde546fbe7 Megadose en 2026-05-11T00:00:00+00:00 TMAS: Scaling Test-Time Compute via Multi-Agent Synergy https://megadose.ai/i/9b8faee3-8d12-49c0-8659-c81786248b4e Megadose en 2026-05-11T00:00:00+00:00 SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding https://megadose.ai/i/dd72b1c9-73af-4713-8dc1-24579581ab4e Megadose en 2026-05-11T00:00:00+00:00 CapVector: Learning Transferable Capability Vectors in Parametric Space for Vision-Language-Action Models https://megadose.ai/i/63dedfea-538f-452c-8ba4-eee9c19e8732 Megadose en 2026-05-11T00:00:00+00:00 RoboMemArena: A Comprehensive and Challenging Robotic Memory Benchmark https://megadose.ai/i/ca6bc985-23c1-4579-9fc2-40e2483b67de Megadose en 2026-05-11T00:00:00+00:00 DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices https://megadose.ai/i/a28fa930-5f27-4b9c-a8e3-f5599d0e1945 Megadose en 2026-05-11T00:00:00+00:00 The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection https://megadose.ai/i/1243d47a-31ce-42b3-a232-09b47b044656 Megadose en 2026-05-10T23:20:05+00:00 Sources: Cerebras plans to raise its IPO price range from $115-$125 per share to $150-$160 per share, potentially raising ~$4.8B at the top of the new range (Echo Wang/Reuters) https://megadose.ai/i/0b0b8f7e-fb51-4fe0-928c-6f050ec106c3 Megadose en 2026-05-10T22:00:18+00:00 Cerebras IPO Will Test Investor Appetite for AI Chip Startups https://megadose.ai/i/d22bdf09-a172-4d9d-819a-8d54745f8702 Megadose en 2026-05-10T17:06:05+00:00 OpenAI set to add remote Codex control to ChatGPT mobile app