AyrésMàcruby🥨 @AMacruby
Með ærslum leikur á strengi og flúðir Og glettinn skvettir á gráan stein Joined April 2022-
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Multi-Agent Debate (MAD) has been hyped as a collaborative reasoning paradigm — but let me drop the bomb: majority voting, without any debate, often performs on par with MAD. This is what we formally prove in our #NeurIPS2025 Spotlight paper: “Debate or Vote: Which Yields…
I can't stop thinking about a paper I read on AI. It’s not about new tech or faster models. It’s about the fundamental economic rules of a world with two intelligent species—carbon and silicon. Reading it felt like watching a new color appear in the sky. 1/8 You've probably…
Federation of Agents This is a neat concept to convert static multi-agent coordination into dynamic capability-driven collaboration. Good use of semantic routing, DAG, smart clustering, MQTT, and a few other techniques. Multi-agent systems are great if you build them…
🚨 BAD news for Medical AI models. MASSIVE revelations from this @Microsoft paper. 🤯 Current medical AI models may look good on standard medical benchmarks but those scores do not mean the models can handle real medical reasoning. The key point is that many models pass tests…
🚨BREAKING: A new open-source multi-agent LLM trading framework in Python It's called TradingAgents. Here's what it does (and how to get it for FREE): 🧵
LLM for financial trading/decision making. A 4B model financial-domain model, Trading-R1, that writes clear analyst theses and turns them into trades. Its trained on 100K cases over 18 months across 14 tickers, and its backtests show better risk-adjusted returns with smaller…
通义发布的 DeepResearch Agent 六篇论文我都看完了,最喜欢的一篇是《WebWeaver》,它压缩上下文的方法非常有启发,所有需要 AI 长文写作的场景都可以参考。 一般让 AI…
通义发布的 DeepResearch Agent 六篇论文我都看完了,最喜欢的一篇是《WebWeaver》,它压缩上下文的方法非常有启发,所有需要 AI 长文写作的场景都可以参考。 一般让 AI… https://t.co/kgIhancBHE
继MCP、A2A协议之后,AI Agent赛道又出现一个由Google出品的重磅协议Agent Payments Protocol(AP2)。显然,这会让AI Agent自主化多任务执行能力再进一步,但扎心的是又和web3AI没啥关系。来,科普解读一下: —AP2到底解决了什么问题? 简单而言,MCP协议像一把万能钩子,让AI…
继MCP、A2A协议之后,AI Agent赛道又出现一个由Google出品的重磅协议Agent Payments Protocol(AP2)。显然,这会让AI Agent自主化多任务执行能力再进一步,但扎心的是又和web3AI没啥关系。来,科普解读一下: —AP2到底解决了什么问题? 简单而言,MCP协议像一把万能钩子,让AI…
Adaptive LLM Routing under Budget Constraints It frames LLM routing as a contextual bandit problem. This helps to maximize quality under a fixed budget. It can also handle diverse user budgets with an online cost policy. Lots of cool ideas in this one.
New in-depth blog post - "Inside vLLM: Anatomy of a High-Throughput LLM Inference System". Probably the most in depth explanation of how LLM inference engines and vLLM in particular work! Took me a while to get this level of understanding of the codebase and then to write up…
Overview of Self-Evolving Agents There is a huge interest in moving from hand-crafted agentic systems to lifelong, adaptive agentic ecosystems. What's the progress, and where are things headed? Let's find out:
BRILLIANT @GoogleDeepMind research. Even the best embeddings cannot represent all possible query-document combinations, which means some answers are mathematically impossible to recover. Reveals a sharp truth, embedding models can only capture so many pairings, and beyond that,…
MASSIVE claim in this paper 🫡 The top-most Universities from US, UK, EU, China, Canada, Singapore, Australia collaborated. Will completely research paper writing. They proved, AI can already draft proposals, run experiments, and write papers. The authors built aiXiv, a new…
More on collective behavior: Our new Annual Review of Biophysics piece - with the stellar Danielle Chase - explores how animals sense, share information, and make group decisions. In honeybees and beyond 🐝 annualreviews.org/content/journa…
with only a couple of prompts, Gemini CLI can convert a messy folder containing hundreds of notes into a neatly named, well-structured, cross-linked Obsidian knowledge graph all in about half an hour and at minimal cost. from r/singularity/Ryoiki-Tokuiten
Stanford paid 35,000 people to quit social media. This was the largest study on emotional health in history. The results were so shocking, scientists called it "comparable to therapy." Here's what happens when you break free from the algorithm: 🧵
The Principal-Agent Relationship - Accountable Stakeholder - Role of the Principal - Agents, Copilots, & Autonomy - Modeling Agents @mZargham #SystemsEngineering 🧵 insights for anyone involved in developing, deploying, or regulating #AI blog.block.science/systems-engine…
Function calling & MCP for LLMs, clearly explained (with visuals):
You know all those arguments that LLMs think like humans? Turns out it's not true. 🧠 In our paper "From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning" we test it by checking if LLMs form concepts the same way humans do @ylecun @ChenShani2 @jurafsky
Excited to share what I've been working on @SakanaAILabs! 🐟 We present the Continuous Thought Machine (CTM), a novel neural network architecture that leverages temporal processing and neuron synchronization. There are three central components to CTM 🧵👇
Excited to share what I've been working on @SakanaAILabs! 🐟 We present the Continuous Thought Machine (CTM), a novel neural network architecture that leverages temporal processing and neuron synchronization. There are three central components to CTM 🧵👇

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Ceason夕炽 @Ceason47
687 Followers 789 Following 大二/计算机专业/🏫北京海淀/🏠福建漳州/Q1799017961/会回fo小动物 这里用于更新自己的日常🌇/毛🦊/稿🎨~🌈L(G)BT/NSFW内容可小窗,因为希望收到回应。 详见置顶自介条! 不希望身边三次元朋友(如同学)关注TwT ngl链接:https://t.co/m5cim1ch3e
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6K Followers 3K Following Pluralist Founder https://t.co/V5kRtoW8cN & https://t.co/h3EJsMaa4Y R&D https://t.co/VlHiHXEyjE PhD @Penn AI & Optimization, Complex Systems, Epistemology, Ethics, Math, Engineering & Society
Z-Library Official @Z_Lib_official
181K Followers 5 Following We're one of the largest e-libraries in the world. We aim to make knowledge accessible to everyone🕊📚 📧 [email protected]
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Sequoia Capital @sequoia
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a16z @a16z
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Y Combinator @ycombinator
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OpenCivics @OpenCivics
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Songlin Yang @SonglinYang4
14K Followers 3K Following research @MIT_CSAIL @thinkymachines. work on scalable and principled algorithms in #LLM and #MLSys. in open-sourcing I trust 🐳. she/her/hers
さとたろ @Satotaro_0505
1K Followers 202 Following ケモノキャラばっかり描いてる垢です。ケモっ子たちを供給したい… ケモナー大歓迎です〜〜〜 うちの子イラスト待ってます▶︎FAタグ #さとたろFA ピクシブhttps://t.co/8b7CBhG3re skeb (停止中) https://t.co/cqZDDTSx27
ChainOpera AI @ChainOpera_AI
481K Followers 110 Following Collaborative intelligence of AI Agent & Model Network co-created and co-owned by everyone. A full-stack AI connecting users, agents, models, data, & GPUs.
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OpenCAS @opencas_ucas
476 Followers 280 Following 中国科学院大学开源软件与区块链协会 Open Source Software and Blockchain Association of University of Chinese Academy of Sciences, sponsored by @GCCofCommons
Plurality.Institute @PluralityInst
2K Followers 294 Following We're an academic community for Plurality research & technology | Cooperate across differences | DM us your news, research, jobs, grants & fellowships
Uncommons @Un__commons
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802 Followers 56 Following AI agents for accountants. Trusted by @0xPolygon @XBTOGroup @Courtyard_io @Thirdweb @Celestia @BabylonLabs_io @DoubleZero @Katana @DriftProtocol @Lava_xyz
Helmholtz Institute f... @cpilab
4K Followers 112 Following We study human learning using tools from machine learning and improve machine learning using insights from cognitive science.
École polytechnique @Polytechnique
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Jun Zeng @junzengx14
352 Followers 288 Following Ph.D. in Robotics @UCBerkeley, X2014 @Polytechnique. Love mathematics, robotics and programming.
Oliver Pfäuti @PfaeutiEcon
2K Followers 1K Following AP @UTAustinEcon. Formerly @unibern, @GESSuniMannheim / Macro, Monetary, Heterogeneity, Deviations from Rational Expectations
Api3 @Api3DAO
71K Followers 244 Following Oracles that pay you. 🪙 Api3 Market: https://t.co/yZ6yksmHgM Dev Resources: https://t.co/8LBNyN4c3b Discord: https://t.co/hQJQPg4ebz TG: https://t.co/0jNYW5feC5
ManusAI @ManusAI_HQ
204K Followers 26 Following Manus is the general AI agent that bridges minds and actions: it doesn't just think, it delivers results. Download our app: https://t.co/XSfjRhjdgo
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48K Followers 28 Following find compute. train models. contribute to open superintelligence. https://t.co/ZRZOsRRbwr
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Bradley Love @ProfData
6K Followers 2K Following Senior research scientist at @LosAlamosNatLab. Former prof at @ucl and @UTAustin. CogSci, AI, Comp Neuro, AI for scientific discovery Also @profdata on Bluesky
Sakana AI @SakanaAILabs
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崔棉大师 @MasterCui
11K Followers 985 Following 清华x-lab区块链创新教育计划区块链讲师;上海国际社区学院、临港国际科创研究院特约研究员;20年互联网开发经验,6年区块链开发经验;区块链技术类视频博主 油管频道 https://t.co/UZadLj4nLo
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