https://megadose.ai/i/0a5faf66-4f13-4b87-a9ce-c346a4eefd64 Megadose en 2026-07-30T01:20:01+00:00 Onyx Security, whose platform enables enterprises to deploy AI agents securely, raised a $113M Series B led by Bessemer, taking its total funding to $153M (Meir Orbach/CTech) https://megadose.ai/i/e7c61932-43f9-4fec-aa85-0119998293d0 Megadose en 2026-07-30T00:45:02+00:00 Samsung reports Q2 revenue up 130% YoY to ~$118.1B, vs. ~$118.9B est., and operating profit up 1,814% to ~$61.46B, vs. ~$60.68B est., on robust AI demand (Jenny Lee/CNBC) https://megadose.ai/i/c0d71aa2-a7b1-4f52-a858-4be5f1e26a3c Megadose en 2026-07-30T00:21:06+00:00 Microsoft is openly competing with OpenAI, Anthropic more than ever https://megadose.ai/i/3ce16af5-9531-4273-9921-0fd1dfb741ca Megadose en 2026-07-30T00:10:00+00:00 Microsoft reports Q4 capex up 70% YoY to $41B; an accounting change lowers its 2026 capex forecast to $175B from $190B, while spending plans remain unchanged (Reuters) https://megadose.ai/i/470c6db2-07eb-42a1-8e67-134ce5bd3654 Megadose en 2026-07-29T23:45:02+00:00 In an internal meeting, OpenAI finance chief Sarah Friar told employees that the company's annualized recurring revenue in July was higher than in Q2 as a whole (CNBC) https://megadose.ai/i/cff5ead4-43b2-4f23-93c3-50a99f5b7f3e Megadose en 2026-07-29T22:46:03+00:00 Microsoft logs $3.2B from Anthropic investment, but OpenAI was a mixed bag https://megadose.ai/i/03b672d5-8f2c-48c2-bdfe-a973b26bc167 Megadose en 2026-07-29T21:11:15+00:00 SpaceXAI launches Grok Voice Think Fast 2.0 on Agent Builder https://megadose.ai/i/eaaeb01b-ea62-4b51-babb-f170248db0ae Megadose en 2026-07-29T21:07:48+00:00 Thinking Machines co-founder Lilian Weng left the company citing health reasons, then joined OpenAI https://megadose.ai/i/b80087e4-61e7-4824-a313-adee1faf4542 Megadose en 2026-07-29T20:41:03+00:00 Meta reports free cash flow of $784M in Q2, down 91% YoY, and now expects 2026 capex to be $130B-$145B, compared with its prior forecast of $125B-$145B (Reuters) https://megadose.ai/i/a2c93697-0400-4cb4-afb0-c6da48a6e7a5 Megadose en 2026-07-29T20:06:56+00:00 Microsoft reports Q4 revenue up 18% YoY to $90B, net income up 31% to $35.8B, and Microsoft Cloud revenue up 27% to $59.3B; MSFT jumps 3%+ after hours (Microsoft) https://megadose.ai/i/f139c135-60d0-4c41-9b51-91e6341df58a Megadose en 2026-07-29T19:56:06+00:00 Waymo gradually resumes freeway routes, starting with Phoenix, more than two months after suspending them to improve performance around construction zones (Kirsten Korosec/TechCrunch) https://megadose.ai/i/b6792587-0e31-4a81-962f-fd38ba52e799 Megadose en 2026-07-29T19:34:09+00:00 Vellum adds Voice Mode to personal AI assistant https://megadose.ai/i/6031eec3-1729-44ed-a700-8301123a3513 Megadose en 2026-07-29T19:05:01+00:00 Google launches its Lyria 3.5 music generation model in Google Flow Music, highlighting improved musicality, lyrics, vocal quality, and creative control (Google) https://megadose.ai/i/8f0efee5-a4e6-4e8a-8074-7146d7fd3498 Megadose en 2026-07-29T18:43:03+00:00 AI Worming through Word https://megadose.ai/i/980a6f2d-956e-43ff-b4d0-a319d13f3fb6 Megadose en 2026-07-29T18:35:02+00:00 Thinking Machines Lab co-founder Lilian Weng is returning to OpenAI after announcing earlier this week she was leaving TML over workload-related health concerns (The Information) https://megadose.ai/i/359f2a74-d094-409c-b7c5-be04b63217d1 Megadose en 2026-07-29T17:59:51+00:00 Do You Really Need to Pretrain Q-Functions for Online RL Fine-Tuning? https://megadose.ai/i/15464297-3f16-4fb6-810d-f46363171318 Megadose en 2026-07-29T17:59:39+00:00 Mental World Modeling https://megadose.ai/i/e919b862-965b-4774-9cbf-f988158bb4aa Megadose en 2026-07-29T17:56:49+00:00 APEX-Accounting https://megadose.ai/i/d901db0a-26ac-41e4-b5fc-744df149097e Megadose en 2026-07-29T17:53:01+00:00 Pangram 4 Technical Report https://megadose.ai/i/f2b45781-a04e-485f-920a-ab6375adc65d Megadose en 2026-07-29T17:50:51+00:00 DenseOn with the LateOn: Fully Open Dense and Late-Interaction Models for Multilingual, Long-Context, and Code Search https://megadose.ai/i/a4bca1da-5875-489e-a8c8-685d19c027c5 Megadose en 2026-07-29T17:50:39+00:00 Partner Capability Estimation for Task-Agnostic Adaptation in Ad-Hoc Teamwork https://megadose.ai/i/9b49e670-3555-496a-a67b-dc07424b2779 Megadose en 2026-07-29T17:44:31+00:00 When Do Learned Diffusion Proposals Help Constraint Solving? A Controlled Study on Continuous Algebraic Systems https://megadose.ai/i/abc016a5-851b-4ed1-91f1-abb671fe14ff Megadose en 2026-07-29T17:42:47+00:00 SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch https://megadose.ai/i/add53df6-a60e-487e-aef7-d35c43d94f4f Megadose en 2026-07-29T17:23:02+00:00 MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis https://megadose.ai/i/5abd7161-f13a-4c2e-bf48-7b5214baa744 Megadose en 2026-07-29T17:09:48+00:00 DLAM: Distributional Latent Actions with Temporal Constraints https://megadose.ai/i/fb965c4f-05f2-41c0-ba62-d641e24eaead Megadose en 2026-07-29T16:58:10+00:00 AgentMap: Joint Equivalence and Subsumption Discovery for Ontology Matching https://megadose.ai/i/aaa52088-8df0-4a11-b5eb-62d988186f55 Megadose en 2026-07-29T16:38:08+00:00 MMAC: A Massive Multi-dimensional Benchmark for Audio Captioning https://megadose.ai/i/300577f2-c2f1-4ce2-91e4-80d2ea04c22b Megadose en 2026-07-29T16:20:00+00:00 Qualcomm says it has signed a 10-year deal to supply chips for BMW's future digital cockpit and advanced driver-assistance systems (Harshita Mary Varghese/Reuters) https://megadose.ai/i/57de7e90-c8a7-4851-853c-9a62b295f3b7 Megadose en 2026-07-29T16:19:43+00:00 Sky sphere representation in language models https://megadose.ai/i/baf5fd45-69c6-4979-8164-767e9a65247f Megadose en 2026-07-29T16:18:22+00:00 InferScale: GPU-Native KV Injection for Personalized LLM Serving https://megadose.ai/i/658d0747-e79b-4994-9f31-199fe53c0359 Megadose en 2026-07-29T16:07:44+00:00 SciFigQual-Bench: A Benchmark for Scientific Figure Quality Assessment with Full-Manuscript Context https://megadose.ai/i/b9ebd4b6-fedd-4120-b7fa-cf1549bb9757 Megadose en 2026-07-29T16:07:37+00:00 Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents https://megadose.ai/i/e7b311ce-d40b-4a90-9c41-63527d34a516 Megadose en 2026-07-29T16:07:19+00:00 On-Policy Distillation for LLM Safety: A Routing Approach to Template-Robust Realignment https://megadose.ai/i/1523f56c-887b-4b16-be78-84c2b9ea906d Megadose en 2026-07-29T16:06:54+00:00 MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair https://megadose.ai/i/ab5d3bee-8b65-4c36-9a91-e6ec2ab71d44 Megadose en 2026-07-29T16:02:10+00:00 We’re launching Lyria 3.5 in Google Flow Music, with advances across musicality, lyrics, vocals, and creative control https://megadose.ai/i/54416e25-ebd9-43ce-975e-995120259708 Megadose en 2026-07-29T16:00:59+00:00 Equilibrium Training of Energy-Based Models with Parallel Trajectory Tempering https://megadose.ai/i/1c77a2b9-ab84-4d41-a83b-4fc0ca12c8fc Megadose en 2026-07-29T15:55:31+00:00 Visual Credit Audit for Multimodal Spatial Reasoning https://megadose.ai/i/6b8490c4-9ae8-4329-87c6-dbde4fd931d7 Megadose en 2026-07-29T15:54:14+00:00 SciFigAlign: Scoring Scientific Figures by Fine-tuned Alignment of Visuals with Manuscript Evidence https://megadose.ai/i/801dc241-2f96-47f4-98fb-e999a89d43b2 Megadose en 2026-07-29T15:47:40+00:00 Setoka: A Benchmark for Hierarchical User Understanding in Personalized Agents over Heterogeneous Data https://megadose.ai/i/0bb5fc79-59b7-4050-b437-4d4180d1cf26 Megadose en 2026-07-29T15:35:09+00:00 Hint, a new AI startup co-founded by Martha Stewart, offers an AI assistant for homeowners https://megadose.ai/i/9e58a2dd-a8bf-4001-ab15-7b822c2e61b8 Megadose en 2026-07-29T15:35:02+00:00 Groundcover, which provides observability software that can monitor AI agents, raised a $100M Series C led by One Peak, bringing its total funding to $160M (Meir Orbach/CTech) https://megadose.ai/i/9edc4ace-4902-4627-a409-28f3961d7fd6 Megadose en 2026-07-29T15:29:39+00:00 Mitigating Compounding Error via Video Representation Regularization https://megadose.ai/i/144e4266-cfd3-4162-8e6a-4e044fc50e51 Megadose en 2026-07-29T15:25:43+00:00 Encore AI, which studies companies' customer interactions to train and deploy AI voice agents, raised a $30M Series A led by Team8, Planven, and The Garage (Ram Iyer/TechCrunch) https://megadose.ai/i/b6aad1a5-cefc-4e45-8fc6-627f2b5b9197 Megadose en 2026-07-29T15:25:19+00:00 Lottery Tickets Are Not Deployment Tickets https://megadose.ai/i/e4a8b449-e149-4aa2-9b73-2c12d6c98475 Megadose en 2026-07-29T15:25:07+00:00 HoF-Bench: Rediscovering Real AI-Discovered CVEs Without Frontier Models https://megadose.ai/i/c4d76663-8540-43e2-a12a-feb1b6878157 Megadose en 2026-07-29T15:23:14+00:00 TreeCCA: Canonical Correlation Analysis via Gradient-Boosted Trees https://megadose.ai/i/18578972-70e0-47f9-9785-b4f5183414f8 Megadose en 2026-07-29T15:20:39+00:00 BayesAME: Bayesian Active Model Evaluation https://megadose.ai/i/3b501695-792a-46f9-afde-da3d2a92879b Megadose en 2026-07-29T15:20:36+00:00 Evaluating Regional Bias in LLMs From Abstract Stereotype to Concrete Social Decision-Making https://megadose.ai/i/7f466123-78e1-478d-a752-34c389d000ad Megadose en 2026-07-29T15:20:03+00:00 ChipAgents, which uses AI agents to help speed up the process of chip design, raised a $60M Series A2 led by B Capital, bringing the expanded round to $134M (Max A. Cherney/Reuters) https://megadose.ai/i/5e225ca3-2257-47a2-afc8-8a2c0ddd5a54 Megadose en 2026-07-29T15:00:00+00:00 How enabling two settings tripled our scores on the ARC-AGI-3 benchmark https://megadose.ai/i/dc6bc16e-7995-47fa-ad73-124948ed991a Megadose en 2026-07-29T14:45:02+00:00 Brookfield and NextEra partner to develop a $100B, 1.2GW+ AI data center campus at a former DOE uranium-enrichment site in Kentucky, set to open in 2032 (Robb M. Stewart/Wall Street Journal) https://megadose.ai/i/f600b896-1e06-4692-918f-1b1a10cf07dd Megadose en 2026-07-29T14:41:06+00:00 Encore AI raises $30M to build AI agents that learn from customer calls https://megadose.ai/i/297f9966-c44b-479b-95c8-104e41d94b20 Megadose en 2026-07-29T14:30:01+00:00 Eliyan, which aims to license tech and make physical "chiplets" to ease AI chip data transfer bottlenecks, raised a $145M Series C at a $1B valuation (Stephen Nellis/Reuters) https://megadose.ai/i/4f4f4b28-3e75-4691-9c8e-7564b0044480 Megadose en 2026-07-29T13:16:46+00:00 Bagel Labs launches WorldDiT world model for robotics https://megadose.ai/i/6d08260f-d2a5-4be6-b5fe-fcded1319e36 Megadose en 2026-07-29T13:15:02+00:00 Source: OpenRouter was recently generating ~$140M in annualized revenue, or ~$12M per month, up nearly 3x since April, making Stripe's $10B offer a big premium (The Information) https://megadose.ai/i/3b652f8e-95a4-4de5-8f55-d84665bab99a Megadose en 2026-07-29T13:05:03+00:00 GlobalFoundries says the US plans to award it $300M in CHIPS Act funding to bolster R&D of silicon photonics tech to power more efficient AI data centers (Reuters) https://megadose.ai/i/cf634b77-1431-400d-92f3-cf64aea61552 Megadose en 2026-07-29T13:01:57+00:00 Handbook.md shows that long policy documents do not reliably govern agents https://megadose.ai/i/e9bf5786-93fa-4a8b-82f9-c899b4edbbd4 Megadose en 2026-07-29T11:44:33+00:00 Document-borne AI worms can self-propagate through Copilot for Word https://megadose.ai/i/e82bbd7d-5c1d-4c7f-87b6-ea748dfd5c54 Megadose en 2026-07-29T11:15:02+00:00 New York-based AI detection startup Pangram raised $9M led by Menlo, and releases Pangram 4.0 and its first AI image detection model, claiming 99.5% accuracy (Niko Gallogly/New York Times) https://megadose.ai/i/47ae08d8-c6c3-4c86-b29a-0c2c1eb7d862 Megadose en 2026-07-29T10:20:00+00:00 Lake Mary, Florida-based Spur Intelligence, which helps distinguish human and bot traffic to find fake users and threats, raised $200M led by Insight Partners (Julie Bort/TechCrunch) https://megadose.ai/i/ca0a9168-d1f3-4f47-9568-3b809980604c Megadose en 2026-07-29T10:10:14+00:00 Freehand, which builds AI agents to manage supply chain spend and operations for Fortune 500 companies, raised a $75M Series B, after a $25M Series A in 2024 (Mary Ann Azevedo/Crunchbase News) https://megadose.ai/i/baac7f71-deed-4861-8199-ea49aff837b7 Megadose en 2026-07-29T09:55:01+00:00 London-based Agon, which is developing sovereign AI training infrastructure for European defense, emerges from stealth with a $7M pre-seed and a $23M seed (Ingrid Lunden/Resilience Media) https://megadose.ai/i/4ebb4e4f-fecb-430a-8a38-2bf4c2f2f6ac Megadose en 2026-07-29T09:40:02+00:00 Sources: Moonshot AI hit a $35B valuation after closing a $3.5B round, exceeding its initial target of $1B to $2B, and plans a Hong Kong IPO as soon as 2026 (Bloomberg) https://megadose.ai/i/96cfba9d-0e2d-4d40-b0e0-4bca60f7da51 Megadose en 2026-07-29T08:10:02+00:00 CXMT's IPO prospectus showed Alibaba had a ~5% stake, which is now worth $20B+, a nearly 20x return, based on CXMT's ~$464B closing market cap on July 28 (Wency Chen/South China Morning Post) https://megadose.ai/i/1bd07a26-d24a-4d02-b086-c63c1a0d50f0 Megadose en 2026-07-29T04:50:02+00:00 Sources: Google DeepMind has reassigned the majority of the original authors of the AlphaFold papers; about a quarter of the papers' full-time authors have left (Madhumita Murgia/Financial Times) https://megadose.ai/i/19b07497-d09e-4aa2-9314-c6e1738b0209 Megadose en 2026-07-29T04:45:01+00:00 OpenAI releases an "early" version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more (@openai) https://megadose.ai/i/566eba92-3f22-4566-a25e-59a422ca99da Megadose en 2026-07-29T00:25:06+00:00 SK Hynix reports Q2 revenue up 257% YoY to ~$54.34B, below ~$57.56B est., and operating profit up 557% YoY to ~$41.48B, below analyst estimate of ~$43.85B (Jenny Lee/CNBC) https://megadose.ai/i/071d1734-8ee4-48e5-8a05-46357c365e65 Megadose en 2026-07-29T00:09:05+00:00 Cyera agrees to acquire Oasis Security for $1B to safeguard proliferating AI agents https://megadose.ai/i/51e68900-4bf7-471c-866c-4bdb23b34efa Megadose en 2026-07-29T00:00:00+00:00 How GPT-5.6 fuses frontier intelligence with frontier efficiency https://megadose.ai/i/8024a1be-aefd-48fd-bcd7-783959eb4cfb Megadose en 2026-07-29T00:00:00+00:00 OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding https://megadose.ai/i/2954a438-1115-4fb2-a605-4dc2b497b73d Megadose en 2026-07-29T00:00:00+00:00 Can AI agents conduct open-ended AI research? Early evidence from two case studies https://megadose.ai/i/88d2ea68-453f-4a05-8477-a6ed57a62d6c Megadose en 2026-07-29T00:00:00+00:00 TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM https://megadose.ai/i/f3843f91-c51e-4d24-84c0-49782c835d6e Megadose en 2026-07-29T00:00:00+00:00 HumanCLAW: Can Vision-Language Models Act Through a Body? https://megadose.ai/i/9f1142dc-2b0d-42fb-8ba1-99009f442b9e Megadose en 2026-07-29T00:00:00+00:00 StatePlay: State-Aware Game World Models for Mechanics-Consistent Generation https://megadose.ai/i/9f1cd5ae-3d2d-4f33-9e6d-a41105a20915 Megadose en 2026-07-29T00:00:00+00:00 SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response https://megadose.ai/i/30ee5bc3-69e1-470c-8520-d412ff501ac1 Megadose en 2026-07-29T00:00:00+00:00 SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution https://megadose.ai/i/6a971eda-28c7-489d-b7bf-da1fc635bfed Megadose en 2026-07-28T22:45:37+00:00 Discovering cryptographic weaknesses with Claude https://megadose.ai/i/cce78c60-274b-40c1-b70e-d8a74be4cfc3 Megadose en 2026-07-28T21:29:34+00:00 Bot-detection startup Spur nabs $200M from Insight https://megadose.ai/i/dbf0bb2b-1c1c-4ebe-b198-6f2e487bb2aa Megadose en 2026-07-28T21:20:01+00:00 Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B (Kyle Baird/The Block) https://megadose.ai/i/27932760-b0ce-4589-9a80-61b342ace367 Megadose en 2026-07-28T20:15:00+00:00 Coursera is investing $100M in LearnVector, a new AI education company founded by Andrew Ng that aims to build AI agents that function as personal tutors (Ina Fried/Axios) https://megadose.ai/i/f119fa08-74c0-4b28-b363-b5e5eb07a78f Megadose en 2026-07-28T18:35:01+00:00 The Agentic AI Foundation updates MCP with a fully stateless architecture, a hardened authentication model, a formal 12-month deprecation policy, and more (Michael Nuñez/VentureBeat) https://megadose.ai/i/e7ff8c34-1b49-44d0-863e-9ccb6b2dc722 Megadose en 2026-07-28T17:59:46+00:00 Pass the Baton: Trajectory-Relayed On-Policy Distillation https://megadose.ai/i/b8f07f31-522f-407d-bcf7-6d28039737d3 Megadose en 2026-07-28T17:59:31+00:00 $π\mathbf{R}^2$: Reactive Real-time Flow Policies https://megadose.ai/i/28c30944-536c-4322-8ba1-d79b70f7cffa Megadose en 2026-07-28T17:59:16+00:00 Spend Experts Where You Are Unsure: Confidence-Adaptive Routing for Mixture-of-Experts LoRA https://megadose.ai/i/53230e94-1e84-4f3a-8926-b88c552a7012 Megadose en 2026-07-28T17:49:51+00:00 Desktop-Delta Bench: Do Computer-Use Models Understand Desktop GUI Transitions? https://megadose.ai/i/60c81c2c-804c-4d36-89b7-2d8db78326c6 Megadose en 2026-07-28T17:35:26+00:00 CHARM: A Multimodal Graph Foundation Model with Hierarchical Context Modeling for Zero-Shot Transfer https://megadose.ai/i/235c8e8f-d290-46a6-8b48-362f4a34b9a3 Megadose en 2026-07-28T17:30:01+00:00 Anthropic says Claude Mythos Preview was able to break a weaker version of AES and it orchestrated another improved attack against HAWK cryptographic system (Dustin Volz/New York Times) https://megadose.ai/i/7c83676b-3e6e-491c-bd3a-d4deb3258b8a Megadose en 2026-07-28T17:29:21+00:00 Fish Audio launches S2.1 Pro with support for 83 languages https://megadose.ai/i/945adc57-605d-4fc4-b479-6f4da3afbc43 Megadose en 2026-07-28T17:28:21+00:00 UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams https://megadose.ai/i/8dc92d15-dcd5-4930-bae3-8b33bd1d8f59 Megadose en 2026-07-28T17:27:49+00:00 MDTransformer: A Hardware-Software Co-Design of Mode-Division Photonic Transformer Accelerator with Inverse-Designed Coherent Crossbar https://megadose.ai/i/63dc3e93-9f5d-4667-96b5-ad708e5ad9c6 Megadose en 2026-07-28T17:20:39+00:00 Pictura: Perspective-View Self-Play at Scale for Driving https://megadose.ai/i/b08b9fc6-3c52-4550-bafe-87543a13d45e Megadose en 2026-07-28T17:20:00+00:00 Parallel Decoding Distillation for Fast Image and Video Generation https://megadose.ai/i/7dcb15f9-f3e2-4086-9eed-00165690ca18 Megadose en 2026-07-28T17:18:11+00:00 Sharpness-Aware Minimization and Muon: Robustness under the Spectral Norm https://megadose.ai/i/f2c4e120-ceac-4e1b-b376-0eda31799d88 Megadose en 2026-07-28T17:16:01+00:00 Empirical Evaluation of Out-Of-Distribution Performance of Tabular Foundation Models https://megadose.ai/i/3623b06f-aa14-407e-b0c5-7c3c9417732d Megadose en 2026-07-28T17:12:12+00:00 Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://megadose.ai/i/bdf9852c-d97b-4f60-b915-f4180c9f6bbc Megadose en 2026-07-28T17:08:56+00:00 MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents https://megadose.ai/i/0c1c9bc8-7385-490e-941c-a22b385ec00e Megadose en 2026-07-28T17:05:39+00:00 Schrödinger's Cat: Probabilistic Representation and Prediction of Potential Scene Kinematics https://megadose.ai/i/1412b3a2-fa4f-4391-9be3-afeec1f1a4ab Megadose en 2026-07-28T16:52:31+00:00 Reinforcement Learning for Code Optimization https://megadose.ai/i/0b2611bf-b7a6-433a-9fb5-b8a375811d18 Megadose en 2026-07-28T16:43:56+00:00 Detecting Knowledge Inconsistencies Across Text, Tables, and Knowledge Graphs https://megadose.ai/i/817dbb43-edb2-461a-a312-9af0e37c282d Megadose en 2026-07-28T16:35:05+00:00 Tel Aviv-based Hush Security, which lets organizations securely control enterprise AI agents, raised a $30M Series A, bringing its total funding to $41M (Ionut Arghire/SecurityWeek) https://megadose.ai/i/6660bd84-6941-4672-a243-af0d5162e459 Megadose en 2026-07-28T16:34:23+00:00 MODUS: Decoder-Only Any-to-Any Modeling of Diverse Modalities https://megadose.ai/i/64ee8883-f791-4980-8387-09c9b7285857 Megadose en 2026-07-28T16:19:03+00:00 Evaluating Multi-Turn Multimodal Diagnostic Reasoning on Challenging Real-World Clinical Cases https://megadose.ai/i/2ca85f58-427c-42eb-b63a-f9c45d361e30 Megadose en 2026-07-28T16:06:46+00:00 Penelope: Localized Latent Recurrence for Efficient Structured Reasoning https://megadose.ai/i/201cc9ae-597e-47b8-a04b-a2f99151296c Megadose en 2026-07-28T16:05:32+00:00 SAM3D-Guided Object-Centric Representation Alignment for Vision-Language-Action Models https://megadose.ai/i/c17f4f13-ec11-493d-b9fe-a4096535476e Megadose en 2026-07-28T16:04:39+00:00 AnnoBench: A Benchmark for Visualization Annotation Generation https://megadose.ai/i/0aab56fb-06cb-4746-b969-6878935d01de Megadose en 2026-07-28T16:01:48+00:00 Minimizing Targeted Activations: Input-Only Suppression of Evaluation-Awareness Latents in Large Language Models https://megadose.ai/i/340d09c9-213b-4121-a2b9-0846e3af5dcc Megadose en 2026-07-28T16:01:38+00:00 Interactive Reward Agent: GUI Task Evaluation via Environment-State Verification https://megadose.ai/i/594cccd8-558d-4d41-99b1-748e4660b11d Megadose en 2026-07-28T15:52:02+00:00 HiFi-UMI: Learning Deployable Manipulation Policies from High-Fidelity UMI Data Alone https://megadose.ai/i/09d88176-829d-4a03-8393-56cad38d224d Megadose en 2026-07-28T15:50:19+00:00 Messier: A High-Resolution Corpus for Cross-Benchmark Agent Evaluation https://megadose.ai/i/92e5f7b2-2b95-40d8-8037-deded5ee4c88 Megadose en 2026-07-28T15:50:16+00:00 Distributing Security Controls Through Harness Engineering https://megadose.ai/i/3f6565b2-0c74-419a-9f3f-00e4ada62f55 Megadose en 2026-07-28T15:46:41+00:00 RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement https://megadose.ai/i/c425203d-0c94-43de-8114-93b668a929a8 Megadose en 2026-07-28T15:42:53+00:00 Stemma: Induced Decision Regions Reveal LLM Provenance https://megadose.ai/i/010ebe86-4cd7-41b1-8e6c-0d57dfacc40d Megadose en 2026-07-28T15:30:01+00:00 Mate, which is developing a platform to allow AI agents to detect, respond to, and proactively hunt threats, raised a $35M Series A led by Canaan Partners (Meir Orbach/CTech) https://megadose.ai/i/d9dac6c6-23ce-4daa-8c9f-01140d47345f Megadose en 2026-07-28T14:30:01+00:00 Core Scientific and AMD announce a deal under which AMD will secure 500+ MW of US data center capacity starting in 2027, with the ability to scale up to 2.5 GW (Naga Avan-Nomayo/The Block) https://megadose.ai/i/73e30bae-e3d5-455f-8c11-4f27283a55eb Megadose en 2026-07-28T14:10:00+00:00 Fish Audio, which offers AI voice models for creators and enterprises and has $21M in ARR, raised a $50M seed led by Coreline Ventures and Capital Today (Ivan Mehta/TechCrunch) https://megadose.ai/i/d2896d7c-0dae-4ab8-82f9-b2a0d41b2ee9 Megadose en 2026-07-28T14:00:38+00:00 UK startup Dwelly, which buys real estate businesses and adds AI to handle maintenance, contracts, and other tasks, raised $95M in equity and $75M in debt (Yazhou Sun/Bloomberg) https://megadose.ai/i/7baba5f9-46fe-440b-b38d-7a74c0762258 Megadose en 2026-07-28T14:00:00+00:00 Fish Audio raises $50M seed to build AI voice models for creators and enterprises https://megadose.ai/i/aa28f348-93a6-4d33-9eba-1a9b4f2f37a9 Megadose en 2026-07-28T13:45:04+00:00 Richard Socher's Recursive Superintelligence signs a $410M, multiyear AWS compute deal to support its self-improving AI systems, after raising $650M in May (Russell Brandom/TechCrunch) https://megadose.ai/i/b4a956d0-183a-458c-954a-be7402b70294 Megadose en 2026-07-28T13:20:35+00:00 Sources: Moonshot is seeking access to more Nvidia Blackwell chips to prepare for Kimi K4; the Chinese startup trained K3 on Nvidia chips including Blackwell (The Information) https://megadose.ai/i/70e074d7-9305-46b6-9a3f-b999c6902d29 Megadose en 2026-07-28T13:19:17+00:00 Recursive Superintelligence signs $410 compute deal with Amazon https://megadose.ai/i/b341ec47-6ebc-4e61-9e71-a5948adda496 Megadose en 2026-07-28T11:20:02+00:00 Sources: Amazon overhauls its AI strategy, deprecating several flagship Nova AI models, as it shifts resources to its Frontier Model Research initiative (Eugene Kim/Business Insider) https://megadose.ai/i/f1e54934-02dd-4d3e-bd4b-51c3bc94775d Megadose en 2026-07-28T10:52:30+00:00 Kimi Linear: An Expressive, Efficient Attention Architecture https://megadose.ai/i/bf74fc18-f124-4e71-adc8-b949e3f73774 Megadose en 2026-07-28T10:15:01+00:00 Baidu begins testing its purpose-built Apollo Go RT6 robotaxis with human safety operators in outer London; Baidu plans to deploy the taxis on Lyft's Freenow (Kirsten Korosec/TechCrunch) https://megadose.ai/i/b84adbd5-bcba-4836-8913-8693acbb0693 Megadose en 2026-07-28T09:55:01+00:00 Meta and BlackRock form a strategic venture to develop a 1GW data center campus in El Paso, set to cost ~$14B and bring capacity online starting in 2028 (Meta Newsroom)