AyrésMàcruby🥨 @AMacruby
Með ærslum leikur á strengi og flúðir Og glettinn skvettir á gráan stein Joined April 2022-
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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 🧵👇
Shocker! Claude 4 system prompt was leaked, and it's a goldmine! The Claude system prompt incorporates several identifiable agentic AI patterns as described in "A Pattern Language For Agentic AI." Here's an analysis of the key patterns used: Run-Loop Prompting: Claude…
Itô's Lemma is the stochastic calculus counterpart of the chain rule and is used extensively in deriving equations like the Black–Scholes PDE and modeling financial derivatives:
Introducing Manus: the first general AI agent. Try Manus today and see the future of human-machine collaboration: manus.im
On GAIA, a benchmark for evaluating General AI Assistants on solving real-world problems, Manus has achieved new state-of-the-art (SOTA) performance across all three difficulty levels. Manus was evaluated using the same configuration as its production version for reproducibility.
A different way compared to ZK
[optimal transport/gradient flow] New paper with Alex Mielke📢 Exploring Fisher-Rao vs Hellinger & LSI/PL inequalities for Wasserstein-Fisher-Rao (hint: no global LSI for WFR😱). Comprehensive analysis of flows for relative entropy functionals in W & FR arxiv.org/pdf/2501.17049
The new OpenAI model announced today is quite wild. It is essentially Google's Deep Research idea with multistep reasoning, web search, *and* the o3 model underneath (as far as I know). It sometimes takes a half hour to answer. Let me show you an example. 1/x
Transforming Science with LLMs A comprehensive survey on AI-assisted scientific discovery, experimentation, content generation, and evaluation.

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Ceason夕炽 @Ceason47
593 Followers 684 Following 大一/🏫北京海淀/🏠福建漳州/Major in 计算机/Q1799017961/会回fo小动物 这里用于更新一些自己的日常🌇/毛🦊/稿🎨~ NSFW内容可小窗,因为希望收到回应。 不希望身边的三次元朋友(如同学等)关注TwT我们都在努力地活着 ngl链接:https://t.co/m5cim1ch3e
Projjonmo117 (🍞Com... @Projjonmo117
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OpenCAS @opencas_ucas
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Helmholtz Institute f... @cpilab
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École polytechnique @Polytechnique
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ManusAI @ManusAI_HQ
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Aurimas Griciūnas @Aurimas_Gr
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Bradley Love @ProfData
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