mareanMLka @mareanML
Joined January 2025-
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Kortix Suna for Crypto Analysis! šŖ Just wrapped up a deep dive into the top 20 cryptocurrencies by market cap. Analyzed: ā¢ Real-world use cases ā¢ Development activity & ecosystem growth ā¢ Recent price trends & volatility ā¢ Key investment opportunities ā¢ Major risks toā¦
AIR-BENCH: Automated Heterogeneous Information Retrieval Benchmark - Our colab with BAAI (the team behind bge-m3/bge-1.5) was accepted by #ACL2025 main conf. Today, using LLMs for evals has become the norm: RAGAS, ARES, and AlpacaEval have applied this to different problems.ā¦
New Claude Code SDKs (TypeScript + Python) are here, letting you embed Claude Code capabilities directly into your tools.
New Claude Code SDKs (TypeScript + Python) are here, letting you embed Claude Code capabilities directly into your tools.
šāāļø Can RL training address model weaknesses without external distillation? š Please check our latest work on RL for LLM reasoning! šÆ TL;DR: We propose augmenting RL training with synthetic problems targeting modelās reasoning weaknesses. šQwen2.5-32B: 42.9 ā SwS-32B: 68.4
Since we originally built Claude Code as an internal tool, we've heard a ton of questions about how our teams use it at Anthropic. Hereās an inside look on how our teamsāfrom product engineering, to growth marketing, to legalāuse Claude Code:
Benchmark: huggingface.co/datasets/Hcompā¦ Paper: arxiv.org/abs/2506.02865
An open source quick start to build your own version of ādeep researchā, powered by the Gemini API! github.com/google-gemini/ā¦
š @GoogleDeepMind dropped Gemini 2.5 + URL context So I built browser-ai! š Real-time AI summaries from any URL š Built with @PyBeeWare Toga š¦ Powered by @llama_index Open-source & ready š github.com/AstraBert/browā¦ Try it + share feedback! š”
Exercise for optimal testosterone + weightlifting (3x wk): increase LH & natural testosterone production + HIIT (2-3x wk): bouts of free testosterone, increased receptor binding + cardio (3x wk): optimizes metabolism, keeps insulin from interfering testosterone production
Agents from scratch This repo covers the basics of building agents: + Fundamentals + Build an agent + Agent eval + Agent w/ human-in-the-loop + Agent w/ long-term memory Builds to a deployable agent to run your email Code (all open source): github.com/langchain-ai/aā¦
Here is the MCPyATS repository: * works with DevNet CML Sandbox out of the box * uses chatGPT4o out of the box; bring your own LLM * clone, .env, startup With a comprehensive README.md github.com/automateyourneā¦
So I ran my bench of perfect-information-games against the new Gemini 2.5 Experimental and -- it's quite good. It displaces DeepSeek V3, by a lot. But I also found that reading through the transcripts of its thoughts, they seemed qualitatively different.
Hereās a quickstart tutorial on building a RAG workflow from scratch using Llama 4 š @_avichawla shows you how to use @llama_index workflows to setup the core steps around ingestion, retrieval, and generation - doing this way lets you draw out the full diagram and manage theā¦
Hereās a quickstart tutorial on building a RAG workflow from scratch using Llama 4 š @_avichawla shows you how to use @llama_index workflows to setup the core steps around ingestion, retrieval, and generation - doing this way lets you draw out the full diagram and manage theā¦ https://t.co/6vlNrGh7pB
Our brand-new layout agent uses state-of-the-art LLMs ranging from faster/cheaper to larger/better (Flash 2.0 to Sonnet-3.7) to dynamically parse a page in a layout aware way. The layout agent first parses the overall layout of the document and breaks it into chunks. It thenā¦
Our brand-new layout agent uses state-of-the-art LLMs ranging from faster/cheaper to larger/better (Flash 2.0 to Sonnet-3.7) to dynamically parse a page in a layout aware way. The layout agent first parses the overall layout of the document and breaks it into chunks. It thenā¦ https://t.co/mh8lXJGUYq
Exciting releases from the Chinese community this Februaryš„ huggingface.co/collections/zhā¦ MLLM: āØ Ovis2 by Alibaba huggingface.co/collections/AIā¦ āØ Step Audio Chat by @StepFun_ai huggingface.co/collections/stā¦ Audio: āØ Step Audio TTS by @StepFun_ai huggingface.co/stepfun-ai/Steā¦ āØ InspireMusicā¦
RL won Turing Award to day. Richard Sutton and Andrew Barto. For anyone getting the excitement to dive in RL after Turing Award and reasoning models, here is a copy of all-time RL book written by Turing winners.
Math is the language of the universe, shaping everything from natural pattern to modern technology. Mastering it unlocks endless possibilities. Here's a free resources for those seeking a solid foundation in fundamental math concepts and the discipline to self-learn effectively
A list of good blogs that I have read, since I can simply refer to this tweet if anyone asks :) - Quantum Country - When trees fall - PyTorch Internals - Mathematical Monsters - Why am I not an AI doomer - Power Laws in Venture - Compression as a form of intelligence
Here's what caught my eye in LLMOps this week: 1: @ChrisSamiullah of @pydantic / Logfire breaks down key differences and best practices in AI observability vs. ātraditionalā ML observability on his blog. (highly recommended!!) š Read the blog: christophergs.com/blog/observabiā¦
šAdded another row for frameworks (ex: Pytorch, JAX) and hardware-specific compilers (ex: XLA, CUDA)... There are a *lot* of optimizations you can bake in, when you have deep, vertically-integrated control over the entire stack - hardware, compilers, frameworks, models, apps.
šAdded another row for frameworks (ex: Pytorch, JAX) and hardware-specific compilers (ex: XLA, CUDA)... There are a *lot* of optimizations you can bake in, when you have deep, vertically-integrated control over the entire stack - hardware, compilers, frameworks, models, apps. https://t.co/jJNJpzf2GV
Beefar @Beefar3284
26 Followers 2K Following
Andre Denesik @denesik40485
99 Followers 3K Following
Edythe Jast @EdytheJast65942
23 Followers 540 Following
DJ @DuaneJRich
5K Followers 954 Following DS/ML/AI consulting at https://t.co/jeJ0VJUKpD https://t.co/LxMXpZmgbI
Trefor Bazett @TreforBazett
5K Followers 535 Following Math Prof at the University of Victoria, Math YouTuber, Ukulele Player.
Ćlafur Waage @olafurw
11K Followers 566 Following A sane programmer according to the internet - He/Him - Icelander in Norway
Intology @IntologyAI
1K Followers 1 Following Advancing the scientific method with Artificial Scientists. Designers of @Zochi_AS, the first AI system to publish in an A* conference.
Tatsunori Hashimoto @tatsu_hashimoto
8K Followers 198 Following Assistant Prof at Stanford CS, member of @stanfordnlp and statsml groups; Formerly at Microsoft / postdoc at Stanford CS / Stats.
Dan Fu @realDanFu
6K Followers 218 Following Incoming assistant professor at UCSD CSE in MLSys. Currently recruiting students! Also running the kernels team @togethercompute.
Susan Zhang @suchenzang
33K Followers 650 Following @ Google Deepmind. Past: @MetaAI, @OpenAI, @unitygames, @losalamosnatlab, @Princeton etc. Always hungry for intelligence.
SynthLabs @synth_labs
15K Followers 46 Following Scaling Up Good Synthetic Reasoning We're hiring! ā”ļø https://t.co/Gqtk6KrIy6 / DM š¬ @NathanThinks
Kortix @kortixai
9K Followers 9 Following Build, manage and train your AI Workforce. Fully Open Source.
Omar Khattab @lateinteraction
24K Followers 3K Following Asst professor @MIT EECS & CSAIL (@nlp_mit). Author of https://t.co/VgyLxl0oa1 and https://t.co/ZZaSzaRaZ7 (@DSPyOSS). Prev: CS PhD @StanfordNLP. Research @Databricks.
This Week in Linux @ThisWeekinLinux
6K Followers 11 Following This Week in Linux (TWIL) is a news podcast for the Linux and Open Source community made by @TuxDigitalNet and is "Your Source for Linux GNews"
Brendan Gregg @brendangregg
47K Followers 156 Following Makes things fast. Expert in computer performance and eBPF. Intel Fellow, ex-Netflix. Created flame graphs. Aussie. Opinions my own. [email protected]
LaurieWired @lauriewired
99K Followers 280 Following researcher @google; serial complexity unpacker; https://t.co/Vl1seeNgYK ex @ msft & aerospace
Theodora Chu @chu_onthis
7K Followers 1K Following the world and all its beauty & flaws is shaped by people | current @anthropicAI
Olivia Moore @omooretweets
67K Followers 842 Following Partner @a16z and twin to @venturetwins | Investor in @happyrobot_ai, @krea_ai, @tomaauto, @partiful, Salient, @scribenoteinc & more
Tri Dao @tri_dao
32K Followers 632 Following Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Aditya Agarwal @adityaag
47K Followers 327 Following General Partner @SouthPkCommons, Co-Founder @Bevel_Health | Ex: Early Eng @facebook, CTO @Dropbox, Board @Flipkart | Optimist, Builder, Dad
Mark Chen @markchen90
64K Followers 332 Following Chief Research Officer at @OpenAI. Coach for the USA IOI Team.
Casper Hansen @casper_hansen_
10K Followers 458 Following NLP Scientist |Ā AutoAWQ Creator |Ā Open-Source Contributor
Dust @DustHQ
10K Followers 18 Following Transform how work gets done with custom AI agents, connected to your company knowledge and tools, powered by the best AI models. Just use Dust.
David Dohan @dmdohan
12K Followers 2K Following reducing perplexity @openai | past: probabilistic programs, proteins, science & reasoning @ google brain š§
Neel Nanda @NeelNanda5
30K Followers 123 Following Mechanistic Interpretability lead DeepMind. Formerly @AnthropicAI, independent. In this to reduce AI X-risk. Neural networks can be understood, let's go do it!
andy jones @andy_l_jones
8K Followers 342 Following engineering & research. i don't check twitter DMs DC, SF
Danny Hernandez @Hernandez_Danny
4K Followers 533 Following Measuring and forecasting AI progress @AnthropicAI.
Shangshang Wang @UpupWang
387 Followers 124 Following 2nd year Phd student in CS + AI @CSatUSC. CS undergrad, master @ShanghaiTechUni. LLM reasoning, AI4Science, RL.
Jonathan Frankle @jefrankle
20K Followers 729 Following Chief AI Scientist @databricks via MosaicML.
Imbue @imbue_ai
7K Followers 15 Following We're rekindling the dream of personal computing by making reliable software creation accessible to all. Join us: https://t.co/9UF0rR6YUr
Josh Albrecht @joshalbrecht
2K Followers 58 Following Helping machines learn. CTO at Imbue (formerly Generally Intelligent)
Robert Brennan @rbren_dev
610 Followers 241 Following CEO at All Hands AI, creators of OpenHands https://t.co/qBLxIw9cZW
All Hands AI @allhands_ai
8K Followers 11 Following We build AI software development agents, in the open. Developing OpenHands: https://t.co/wDOBeXGLmO
George Cameron @grmcameron
444 Followers 333 Following Co-Founder @ArtificialAnlys | Message me to play š¾ in SF
Ramsri Goutham Golla @ramsri_goutham
15K Followers 3K Following Lead Data Scientist at https://t.co/v4OH4htiGp šØāš» Also a founder bootstrapping 2 AI SaaS Apps to $100k ARR with no employees: https://t.co/fU8yoiYnNE https://t.co/DTyILlia5O
baz @baz_scm
898 Followers 967 Following Reduce code friction, resolve conflicts fast. Baz makes dev teams unbreakable with AI-powered code review and GitHub integration. Try for free ā https://t.co/zTYWVMiDzg
AI Engineer @aiDotEngineer
31K Followers 6 Following A network of engineers enhanced by and building with AI. Organizers of the AI Engineer Summit, AI Engineer World's Fair, and AI Engineer Europe.
Xiao Liang @MasterVito0601
161 Followers 539 Following MEng. @Tsinghua_Uni. Incoming Ph.D. student @UCLA. Research Intern @MSFTResearch. Reasoning and RL for LLMs.
Eugene Yan @eugeneyan
25K Followers 539 Following Principal Applied Scientist @ Amazon; RecSys, AI, Engineering. Led ML @ Alibaba, Lazada, Healthtech Series A. Creating @ https://t.co/DEUfIuYC47, https://t.co/jJRZ8MOSnj.
cat @_catwu
39K Followers 355 Following claude code pm @anthropicai prev: @indexventures, @dagster, @scale_ai
Claude Code Community @claude_code
22K Followers 52 Following Community account for sharing ClaudeCode related projects and releases. Views/shares independent from @AnthropicAI positions.
Rustin Banks @rustinb
2K Followers 362 Following AI Coding @GoogleLabs, PM @stitchbygoogle, prev @julesagent
Graphite @withgraphite
6K Followers 117 Following Code review for the age of AI. Get started with faster, smarter reviews here ā https://t.co/GywNWcuO4P
GitHub @github
2.6M Followers 327 Following The AI-powered developer platform to build, scale, and deliver secure software.Trends for United States
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