https://megadose.ai/i/cf912da9-ada1-437c-81d7-de7f4cf53fde Megadose en 2026-11-10T18:25:00+00:00 OpenAI launches Businesses in ChatGPT in beta, including Business Agents for companies to interact with users and a hub where companies can claim their profiles (Jay Peters/The Verge) https://megadose.ai/i/9dd82f26-a515-4dcd-ad4f-785124a79075 Megadose en 2026-11-10T17:55:01+00:00 Oura agrees to acquire AI and on-demand doctor service Counsel Health for $625M, says Q4 revenue grew 153% YoY to $533M and FY 2026 revenue grew 92% to $1.75B (Mark Gurman/Bloomberg) https://megadose.ai/i/9cc224ac-1772-4aa2-9e4b-071e5594a2ca Megadose en 2026-11-10T17:35:00+00:00 Anthropic unveils office tools, including a video call assistant, a data dashboard, and spreadsheet service Claude Sheets, in a bid to compete with Microsoft (Shirin Ghaffary/Bloomberg) https://megadose.ai/i/402327b4-0da9-40c4-9c4c-f2eb450866a0 Megadose en 2026-11-10T17:30:00+00:00 Anthropic launches Claude Meetings to turn workplace discussions into plans and tasks https://megadose.ai/i/ca3be9f5-58e2-45ec-aa34-47985fb62b0c Megadose en 2026-11-10T17:02:35+00:00 Updated S-1: Anthropic's seven co-founders will sell $1.75B of stock in next week's IPO, each offering shares worth ~$250M at the midpoint of its IPO range (Dylan Sloan/Bloomberg) https://megadose.ai/i/aa421764-ddbe-45d1-bd4b-4278ea9afac5 Megadose en 2026-11-10T16:55:01+00:00 SoftBank wrote off $3.7B in non-refundable data center equipment advances after reviewing its plans in Q2; the company had committed $9.5B in advance payments (Martin Peers/The Information) https://megadose.ai/i/d156002c-48ca-42a8-b911-2ad5656efbf7 Megadose en 2026-11-10T16:25:00+00:00 Google rolls out Gemini 4 Carbon to paid API and AI Ultra users two weeks after releasing it to cyber defenders, and previews a swarm feature in Antigravity (Koray Kavukcuoglu/Google) https://megadose.ai/i/fb9b1f97-7cc2-4e26-8b98-3d78bdbc742d Megadose en 2026-11-10T16:20:07+00:00 AI training startup Mercor raised a $750M Series D from Benchmark, General Catalyst, Nvidia, and others at a $20B valuation, up from $10B in October 2025 (Reuters) https://megadose.ai/i/0c67bb49-d5d9-4cde-9bf6-7a9979fdd742 Megadose en 2026-11-10T16:03:47+00:00 Gemini 4 Carbon is now available https://megadose.ai/i/a89792b2-6c65-41e5-b998-816c052fcb8d Megadose en 2026-11-10T16:02:28+00:00 Sources: Goldman Sachs expects Anthropic revenue of ~$52B in 2026 and $600B+ by 2030, operating profit in 2029, and positive free cash flow in 2030 (Financial Times) https://megadose.ai/i/dd3a0b7c-2c43-4b70-8d26-f49cfc8f9b19 Megadose en 2026-11-10T15:54:08+00:00 Google broadens its AI hardware portfolio with two new specialized chips https://megadose.ai/i/7c58f57b-a458-4d18-b965-a02385156517 Megadose en 2026-11-10T15:29:30+00:00 Meta’s AI agent Muse lands on Apple Watch and Android Wear OS https://megadose.ai/i/2da0b44e-0ef8-464f-b2c4-0672da4a5537 Megadose en 2026-11-10T15:25:00+00:00 Reddit launches Reddit Reviews, a built-in hub using AI to turn subreddit comments into product pages with pros, cons, and sentiment, starting with 10K items (Mia Sato/The Verge) https://megadose.ai/i/14937efb-fe18-4f99-b25b-a0cff05aee8a Megadose en 2026-11-10T14:46:04+00:00 TSMC plans to invest up to $500M in Anthropic at its IPO price and up to $500M in OpenAI to acquire preferred stock (Reuters) https://megadose.ai/i/f58b926d-6768-40ff-90cf-7b88a9b17871 Megadose en 2026-11-10T14:25:00+00:00 Tel Aviv-based Bay, which helps companies find AI agents and set guardrails, emerges from stealth with a $37M Series A led by Battery Ventures and a $13M seed (Chris Metinko/Axios) https://megadose.ai/i/a54fcfcc-3f9b-4af5-a218-74d416941385 Megadose en 2026-11-10T14:20:04+00:00 Path Robotics, which develops software for autonomous manufacturing robots, raised a $300M Series E at a $2.45B valuation, taking its total funding to ~$610M (Samantha Kelly/Bloomberg) https://megadose.ai/i/b4273e95-3cec-4b44-915d-ded3966c497b Megadose en 2026-11-10T14:10:01+00:00 At Adobe Max, Adobe unveils Creative Cloud and Firefly AI updates to make designing and editing easier, including Premiere's new Generative Remove tool (Jess Weatherbed/The Verge) https://megadose.ai/i/57f8bf39-009d-42bd-877a-4fe16517e1b9 Megadose en 2026-11-10T14:05:10+00:00 Adobe adds more AI to its products and launches an MCP https://megadose.ai/i/44227a1d-7892-4c6c-9132-80e6a1736b3c Megadose en 2026-11-10T14:01:39+00:00 Anthropic sets IPO price range of $70 to $78 per share to reach an implied valuation of $1.404 trillion https://megadose.ai/i/5e695869-6f1f-48fa-adc4-43aaa71af6ea Megadose en 2026-11-10T13:40:01+00:00 Amazon's Ring unveils the $249 Ring Drone Cam and the $999 Ring Rover Cam, utilizing its AI Pilot navigation software, under new subbrand Ring Robotics (Kyle Kucharski/ZDNET) https://megadose.ai/i/74c1acb8-630e-47be-be0f-374ad4a3dfae Megadose en 2026-11-10T13:30:00+00:00 Ring, known for its doorbell cameras, launches a home security drone and an enterprise security robot https://megadose.ai/i/d4075b4b-dc9d-4b92-bb42-43a94164edd0 Megadose en 2026-11-10T13:15:38+00:00 Filing: Alibaba says its chip design unit T-Head filed on September 11 for a Hong Kong listing after exchange clearance; T-Head is set to remain a subsidiary (Foster Wong/Bloomberg) https://megadose.ai/i/fb887a07-33d5-43f6-89f0-16b92e16b86e Megadose en 2026-11-10T12:07:31+00:00 Filing: Anthropic's IPO could give it an up to $1.405T valuation on a fully diluted basis, up from the $965B valuation during its $65B Series H announced in May (Ashley Capoot/CNBC) https://megadose.ai/i/06466155-2a53-4429-8083-d9842d4a8303 Megadose en 2026-11-10T12:02:28+00:00 Introducing AlphaProof Code: a breakthrough in verifying complex software at depth https://megadose.ai/i/d1ffbad9-b92b-45f0-b629-52f2d4e255b5 Megadose en 2026-11-10T12:00:00+00:00 Anthropic launches roadshow for proposed initial public offering https://megadose.ai/i/0a9b55c4-a498-4fb1-970f-90403275d246 Megadose en 2026-11-10T11:45:02+00:00 Sources: Jensen Huang and Alice Huang's relationship dates back to at least 2023, facilitating $7.5B+ in Nvidia chip shipments via Chinese companies since then (The Information) https://megadose.ai/i/796e7507-e5be-4ebc-a171-3cf105be1df1 Megadose en 2026-11-10T11:40:01+00:00 Anthropic launches its IPO roadshow, saying it plans to sell 825M shares of Class A common stock priced at $70 to $78 each, listing on the Nasdaq under ANT. (Anthropic) https://megadose.ai/i/231c4887-91a2-4852-b749-3c3ec6acfd4e Megadose en 2026-11-10T11:20:00+00:00 Draft prospectus: Anthropic's IPO is set to raise up to $64.4B, pricing shares at $70 to $78 each; Anthropic will also raise $26B via cornerstone investors (Echo Wang/Reuters) https://megadose.ai/i/ec3f868e-e911-42e0-aacc-fa33a56641fa Megadose en 2026-11-10T10:00:00+00:00 Introducing Businesses in ChatGPT https://megadose.ai/i/0d57f243-f832-4e75-8a87-6249a0d30fd1 Megadose en 2026-11-10T08:50:03+00:00 Meituan releases weights for LongCat-2.5, a 1.6T-parameter MoE model for long-horizon agentic tasks, under the MIT license, after unveiling it on November 1 (Carl Franzen/VentureBeat) https://megadose.ai/i/f3bb6b78-df61-45df-947d-07470dcc0917 Megadose en 2026-11-10T07:28:21+00:00 Introducing Our Smallest, Most Efficient Model: Muse Ember https://megadose.ai/i/72e5745d-04c2-418f-a72a-fd89dac651d3 Megadose en 2026-11-10T07:00:00+00:00 Otter AI can now follow conversations across 30+ languages https://megadose.ai/i/7f3b82d5-ebf7-4114-9372-c4c870c49968 Megadose en 2026-11-10T06:45:01+00:00 GeniosAI, which develops AI software for financial analysis and modeling, raised $19.1M across seed and Series A rounds; FactSet led the Series A (Ryan Lawler/Axios) https://megadose.ai/i/73fff256-a650-466d-aa01-4e59130c5963 Megadose en 2026-11-10T06:34:44+00:00 [AINews] Fable 5.2 retakes World #1 LLM spot as $ANT IPO roadshow begins https://megadose.ai/i/b80d80de-0255-41c0-b5d3-8a135a2540e0 Megadose en 2026-11-10T01:41:39+00:00 Filing: Anthropic now aims to raise up to $69.3B in its IPO (Reuters) https://megadose.ai/i/231941d8-c1b9-4e04-a7b2-5b1f49d4ca7e Megadose en 2026-11-10T01:27:12+00:00 Anthropic reportedly plans to move forward with IPO plans https://megadose.ai/i/e5448488-bd34-433c-9495-188e4852afdc Megadose en 2026-11-09T22:50:44+00:00 Maket adds text-to-furniture feature for 3D Floor Plans https://megadose.ai/i/23daecdb-28ff-4bff-8d9d-b6337092af6e Megadose en 2026-11-09T22:32:09+00:00 Anthropic launches Claude Fable 5.2 and Mythos 5.2 https://megadose.ai/i/b8aac2b5-c7f7-400b-939d-13b10cee1e8b Megadose en 2026-11-09T22:28:21+00:00 Meta launches Muse Ember for low-cost agentic tasks https://megadose.ai/i/ea7bdbde-94ae-4018-ae96-38022bb31425 Megadose en 2026-11-09T22:26:02+00:00 Google Maps features come to Google AI Studio Build https://megadose.ai/i/ca9d8f73-11a6-4517-85d1-17589fc9acfc Megadose en 2026-11-09T21:00:48+00:00 SpaceX plans a gas-fired power plant and super-compute facility in Starbase, TX, with ~$24B of investment for initial phases, per a public hearing notice (Bloomberg) https://megadose.ai/i/ac36a531-157b-4524-9f0a-54a1d60d025e Megadose en 2026-11-09T20:04:55+00:00 Claude Fable 5.2 Scores 65 on Artificial Analysis, Highest So Far https://megadose.ai/i/ce5eac04-9a2b-4e41-a80a-5ba951a58694 Megadose en 2026-11-09T20:00:51+00:00 Anthropic prices Fable 5.2 and Mythos 5.2 at $8/1M input and $40/1M output tokens, down 20% from 5.1; fast mode costs $16/1M input and $80/1M output tokens (Frederic Lardinois/The New Stack) https://megadose.ai/i/1b665c89-6b8a-453c-b841-4204f3e61d9d Megadose en 2026-11-09T19:51:47+00:00 Gemini Robotics 2.5 accelerates real-world general dexterity https://megadose.ai/i/f3d1a179-83c4-4157-b214-f1e69ddf5eff Megadose en 2026-11-09T19:24:51+00:00 Anthropic releases new Mythos and Fable models amid RSI concerns https://megadose.ai/i/b2ad6f6f-46cf-4c1b-b3a4-e8a485c243df Megadose en 2026-11-09T19:15:01+00:00 Anthropic says during prerelease testing Mythos 5.2 and Fable 5.2 formalized the proof of Fermat's Last Theorem and solved two open black hole physics problems (Jay Peters/The Verge) https://megadose.ai/i/e7a62971-c73a-4a4e-b16a-3f8e0b13c9d8 Megadose en 2026-11-09T19:02:08+00:00 Anthropic releases Mythos 5.2 and Fable 5.2, saying they are "best for the most ambitious, open-ended technical work", for $8/1M input and $40/1M output tokens (Anthropic) https://megadose.ai/i/bef25e13-0935-44c9-a8f8-db7e790e7280 Megadose en 2026-11-09T18:59:40+00:00 Guiding Data Allocation for Robust Subpopulation Generalization https://megadose.ai/i/0e393845-2a22-4c19-9b05-d094510bcca6 Megadose en 2026-11-09T18:59:13+00:00 Kolmogorov-Chapman Maps: Trajectory-Free Learning for Simulating Molecular Dynamics https://megadose.ai/i/073f799d-d749-4bfd-b6a4-05c37ca0ec34 Megadose en 2026-11-09T18:58:41+00:00 Adaptive Quantization Preserves Fast Rates for TD Learning over Rate-Limited Channels https://megadose.ai/i/08947510-2400-4992-b49f-89ea6a4a4cc9 Megadose en 2026-11-09T18:57:00+00:00 HiVe-Mem: Interleaving Horizontal Memory Expansion and Vertical Evidence Composition for Multimodal Agents https://megadose.ai/i/f60c3ccb-2e82-4775-989e-e0cd9e4519df Megadose en 2026-11-09T18:56:15+00:00 Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection https://megadose.ai/i/17aa3921-d201-4660-aefe-992339b6c2b2 Megadose en 2026-11-09T18:53:57+00:00 Where Does Alignment Emerge and What Does It Mean? A Closer Look at the Platonic Representation Hypothesis https://megadose.ai/i/684a050a-9767-4492-9f8f-7aef5d3f83ab Megadose en 2026-11-09T18:52:20+00:00 Shortcuts and Boundaries: Verifiable RL Misalignment and Contextual Safety Learning https://megadose.ai/i/53ef95f2-ec56-47a1-bfc5-1541a4e2cb00 Megadose en 2026-11-09T18:51:03+00:00 Is Persona Generalization Predictable? https://megadose.ai/i/7887eeb4-07dd-445a-b8a5-1f935a1c321d Megadose en 2026-11-09T18:50:03+00:00 Mavria, which aims to build modular data centers that can be shipped by trucks, raised $130M across pre-seed and seed rounds at a $1B valuation led by Paradigm (Jennifer Hiller/Wall Street Journal) https://megadose.ai/i/cdae6e6d-b8c8-48b0-87f2-7d6c304f06a8 Megadose en 2026-11-09T18:45:28+00:00 WorkflowArena: Benchmarking Executable Workflow Orchestration in LLM-Based Multi-Agent Systems https://megadose.ai/i/4b5569fc-3609-4ecb-8146-879938ddc9e8 Megadose en 2026-11-09T18:44:37+00:00 What kills $v$-prediction? A Patch-wise PCA Perspective on Pixel-Space Flow Matching https://megadose.ai/i/6e60e815-c1d2-422b-8931-53496d77ec52 Megadose en 2026-11-09T18:33:13+00:00 Mitigating Agentic Deception via Evaluation-Side Partially Observable Games https://megadose.ai/i/4bfdbf20-5d9e-4085-99d6-e62ea0e2efc3 Megadose en 2026-11-09T18:30:41+00:00 What the Loss Curve Misses: FP4 Pretraining Slows the Acquisition of Rare Facts https://megadose.ai/i/6c94bc39-c723-487b-93ca-084eebe3d71d Megadose en 2026-11-09T18:25:42+00:00 MaxIM: Maximally Informative Incremental Summarization via Reinforcement Learning https://megadose.ai/i/bae86539-369a-4860-9298-e1a65395cab5 Megadose en 2026-11-09T18:22:19+00:00 How Well Does AI Peer Review Work? A Benchmark Built from 100 Planted Errors https://megadose.ai/i/2058c7ad-7be5-49e2-9e36-bede909e3706 Megadose en 2026-11-09T18:15:00+00:00 Meta releases Muse Ember, its smallest and most cost-efficient AI model yet, saying it delivers more intelligence per dollar than Haiku 5.5 and GPT-6 Luna (Russell Brandom/TechCrunch) https://megadose.ai/i/0783a4dd-820b-42b0-9dd1-785d82d524bf Megadose en 2026-11-09T18:07:42+00:00 Agentic-OPD: Recovering Forgotten Agent Capabilities via On-Policy Distillation for Agentic Tasks https://megadose.ai/i/f38f72c3-a248-49ae-b91f-124653422500 Megadose en 2026-11-09T18:00:00+00:00 Meta releases Muse Ember, a new lightweight model for agent execution https://megadose.ai/i/79d8e86a-a56e-4836-9c89-c7e1ceca562f Megadose en 2026-11-09T17:58:46+00:00 Our Smallest, Most Efficient Model: Muse Ember https://megadose.ai/i/5c87a2db-b93a-4464-99fa-11fc0fa38b7b Megadose en 2026-11-09T17:58:38+00:00 Large Language Models as a Universal Searcher for Open-World Automated Machine Learning https://megadose.ai/i/08b8ae25-21f6-4aea-80b2-581d339f0cfe Megadose en 2026-11-09T17:41:08+00:00 Learning Rate Decay Can Exponentially Accelerate SGD for Global Optimization of Nonconvex Functions https://megadose.ai/i/e6a8a18c-cd20-4000-a2da-0916e37e9cee Megadose en 2026-11-09T17:38:16+00:00 PORT: Preference Optimization via Robust Token-Level Reweighting https://megadose.ai/i/d8ab0f87-8dc0-4b4e-9690-46b3107df446 Megadose en 2026-11-09T17:38:05+00:00 Sage-Taiyi: A Metacognitive Architecture for Scientific Discovery https://megadose.ai/i/056e29b3-cd1f-4778-9d6f-35c4ff2cb3f6 Megadose en 2026-11-09T17:15:46+00:00 KiteNorm: Variance Regularisation for Stable and Scalable Post-LN Transformers https://megadose.ai/i/4ad835fa-25d3-49fd-87c7-41f438e6133e Megadose en 2026-11-09T17:14:40+00:00 Safe Reinforcement Learning for Multi-Turn Clinical Agents: When Dense Rewards Beat Outcome Rewards https://megadose.ai/i/8d9a5b51-76da-4386-83f0-b270ea9156c0 Megadose en 2026-11-09T17:00:16+00:00 Multi-Agent Screening: What Agreement and Acceptance Cannot Tell You https://megadose.ai/i/6325862f-7cde-438b-81c6-7ba190b27652 Megadose en 2026-11-09T16:57:25+00:00 GeoScope: Training-Free Program Execution beyond the Counting Horizon for Ultra-High-Resolution Remote Sensing Question Answering https://megadose.ai/i/0554674a-422f-4527-a564-686b5c16a68c Megadose en 2026-11-09T16:56:54+00:00 Anthropic joins AI’s natural gas frenzy, buys $3.4B worth of turbines https://megadose.ai/i/323731f3-7f5f-42bf-b749-69f4a6e53cee Megadose en 2026-11-09T16:56:19+00:00 Generalized Adaptive Boosting and the Geometry of Mistakes https://megadose.ai/i/6a4ddea0-3acd-4c0e-b78a-fc64574d1700 Megadose en 2026-11-09T16:50:14+00:00 CoilStellaration: A Dataset and Benchmark for Engineering-Aware Stellarator Coilset Generation https://megadose.ai/i/42dae7c9-d68d-4bc5-9e0c-54e51f690360 Megadose en 2026-11-09T16:50:08+00:00 ElevenLabs launches ElevenAgents Campaign Manager https://megadose.ai/i/e11f1955-4285-43ce-bd8d-12a1a230e31f Megadose en 2026-11-09T16:49:45+00:00 reComposer: Editable Planning for Controllable Image Generation https://megadose.ai/i/a8e73bda-9fea-44ab-82f1-1cc7dd238a3d Megadose en 2026-11-09T16:12:28+00:00 Medium’s new TK app brings AI assistance directly into the writing process https://megadose.ai/i/1dafa9ae-65c4-49ab-b090-2b2215bc1689 Megadose en 2026-11-09T15:50:01+00:00 Disney and Adobe partner to develop proprietary "artist-led" generative AI models using Adobe Firefly Foundry to support Disney's production pipeline (Jess Weatherbed/The Verge) https://megadose.ai/i/e7f90185-bfe4-4f2b-bfd0-22e04cf41a45 Megadose en 2026-11-09T15:15:02+00:00 Medium launches TK, an AI-powered, minimalist note-taking, journaling, and private social networking app with daily prompts, its first major launch since 2017 (David Pierce/The Verge) https://megadose.ai/i/cb450f0f-3d0d-4dd5-bc38-81ae43738b3d Megadose en 2026-11-09T14:30:00+00:00 Spines, which uses AI agents to edit and proofread amateur authors' books, design their covers, and handle the layout, raised $29M in equity and $35M in debt (Assaf Gilead/Globes) https://megadose.ai/i/6aa6f789-ee96-4c05-92ac-be792ed09dda Megadose en 2026-11-09T14:00:00+00:00 Automattic debuts a platform to deploy vibe coding apps amid a changing internet https://megadose.ai/i/3537e83a-262d-4e56-b959-17f37b58b22c Megadose en 2026-11-09T13:11:52+00:00 Google adds new TPU 8tx and TPU 8i Max for AI workloads https://megadose.ai/i/de6f29b7-1739-430b-855b-5230e66c7da5 Megadose en 2026-11-09T12:50:00+00:00 Google unveils two specialized TPUs, the TPU 8tx, to be paired with AMD CPUs, and TPU 8i Max, a dual-chip package for long-context window tasks, launching 2027 (Dina Bass/Bloomberg) https://megadose.ai/i/c6172c5f-9f3b-49c9-b391-073f1d2724de Megadose en 2026-11-09T10:40:00+00:00 Nvidia drops ~5% pre-market after its board opens a probe into Jensen Huang; Nvidia previously dismissed the interactions as "nothing unusual or unexpected" (Demetri Sevastopulo/Financial Times) https://megadose.ai/i/0c263b54-fd99-4168-a6dd-fcd1563c4a31 Megadose en 2026-11-09T10:24:55+00:00 ICYMI: Meta rolls out specialized models for Muse and Meta AI https://megadose.ai/i/6543feea-f237-49c0-8d69-56835aa1df5f Megadose en 2026-11-09T08:46:41+00:00 Toronto-based Ada and SF-based Dialpad, both makers of AI customer service software, agree to merge in an all-share deal valuing Ada at ~$430M, sources say (Globe and Mail) https://megadose.ai/i/00ce452a-6ff9-4013-8ff7-624b2412ef02 Megadose en 2026-11-09T05:50:00+00:00 Sources: ByteDance seeks to expand its data center project in Ceara, Brazil, with a second phase larger than its ongoing $10B, 300MW project (Peter Millard/Bloomberg) https://megadose.ai/i/0cec4bad-e506-4253-abbf-7c78751d1a6b Megadose en 2026-11-09T00:00:00+00:00 Sage-Taiyi: A Metacognitive Architecture for Scientific Discovery https://megadose.ai/i/2e8d92bd-0eb6-474f-9da1-ae48c65b840a Megadose en 2026-11-09T00:00:00+00:00 Training Vision Transformers to Focus: Emergence of Spatial Attention Head Specialization https://megadose.ai/i/aea8abff-fcf9-493b-b335-2e5fc1a1f305 Megadose en 2026-11-09T00:00:00+00:00 Reframe: Observation-Aligned Multi-Teacher On-Policy Distillation for Agentic Visual Reasoning https://megadose.ai/i/a8332958-b62d-4bec-9213-8e5a6ea2f6d1 Megadose en 2026-11-09T00:00:00+00:00 Learning Heterogeneous Tactile Representation for General Dexterous Manipulation https://megadose.ai/i/3755beb8-e687-4e02-8799-cd717d525eb4 Megadose en 2026-11-09T00:00:00+00:00 How Many Exposures Does a World Model Need? Learning Unseen Game Mechanics at Test Time https://megadose.ai/i/59a6bdf6-25cd-4b02-b615-888cd4c331cc Megadose en 2026-11-09T00:00:00+00:00 Creative Priming: Decoupling Process from Product to Escape the Creative Paradox https://megadose.ai/i/b46ba212-8566-40af-a1bd-c25ffd222aa7 Megadose en 2026-11-09T00:00:00+00:00 Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks https://megadose.ai/i/7cc3efb9-e070-4da5-9ee5-988f87d8edb1 Megadose en 2026-11-09T00:00:00+00:00 SWAM: Scaling World Action Models with Cross-Modal Alignment