amitunix @amitunix
Technology Optimist. Hyderabad, India Joined November 2008-
Tweets12K
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Automated prompt optimization (GEPA) can push open-source models beyond frontier performance on enterprise tasks — at a fraction of the cost! 🔑 Key results from our research @DbrxMosaicAI: 1⃣ gpt-oss-120b + GEPA beats Claude Opus 4.1 on Information Extraction (+2.2 points) —…
Prompt optimization is becoming a powerful technique for improving AI that can even beat SFT! Here are some of our research results with GEPA at Databricks, in difficult Agent Bricks info extraction tasks. We can match the best models at 90x lower cost, or improve them by ~6%.
@JustinLin610 Dr. Feifei Li on the business side of Ali AI also has a nice high level view of what Alibaba is doing overall
LET’S GOOO 🔥 Just released Smol2Operator, a full open-source recipe for turning a 2.2B model into an agentic GUI coder, and all the tools you need to build your own 🫡
Matryoshka 🪆 in token space (cc. @MuCai7) to enable flexible Colbert style models! Smooth scaling (ss 2) and compelling results (ss3). Pushing further in elasticity than just 🪆 in embedding dimension (cc. @JinaAI_) Nice work @ZilinXiao2 and co!
Matryoshka 🪆 in token space (cc. @MuCai7) to enable flexible Colbert style models! Smooth scaling (ss 2) and compelling results (ss3). Pushing further in elasticity than just 🪆 in embedding dimension (cc. @JinaAI_) Nice work @ZilinXiao2 and co! https://t.co/RXdHmkk4YT
94-95 is the highest score achievable on DocVQA due to label noise/ambiguity. if you're getting 98 that means you either have a bug in your eval code, or your model has already seen the test split
94-95 is the highest score achievable on DocVQA due to label noise/ambiguity. if you're getting 98 that means you either have a bug in your eval code, or your model has already seen the test split https://t.co/L1V6NGP400
Qianfan-VL 🔥 a series of multimodal LLM optimized for enterprise applications, released by Baidu @PaddlePaddle huggingface.co/collections/ba… ✨ 3B/8B/70B ✨ Strong OCR & Document Intelligence (tables, charts, layouts) ✨ CoT reasoning (math, logic, visual Q&A) ✨ 32k context length
🖇️ IBM just released a tiny document VLM, Granite-Docling-258M. - converts PDFs into structured text formats like HTML or Markdown while preserving layout - accurately recognizes and format equations including inline math, handle tables, code blocks, and charts, support…
🖇️ IBM just released a tiny document VLM, Granite-Docling-258M. - converts PDFs into structured text formats like HTML or Markdown while preserving layout - accurately recognizes and format equations including inline math, handle tables, code blocks, and charts, support… https://t.co/P3uoOfyo0v
I should write or record a longer piece on this at some point. But hopefully the slides will useful to someone. Link: github.com/okhat/blog/blo…
Qwen3-Next represents our latest exploration in hybrid model. By combining Gated DeltaNet and standard attention in a 3:1 ratio, we achieve stronger in-context learning and better overall performance. More importantly, Qwen3-Next delivers advantages in both training efficiency…
Qwen3-Next represents our latest exploration in hybrid model. By combining Gated DeltaNet and standard attention in a 3:1 ratio, we achieve stronger in-context learning and better overall performance. More importantly, Qwen3-Next delivers advantages in both training efficiency…
Most AI agents today can't handle complex, multi-step processes that run over hours - limiting them to demos instead of genuine economic value. Samuel Colvin (creator of Pydantic & Pydantic AI) reveals production-grade patterns for durable execution that transform AI from…
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,…
This new DeepMind research shows just how broken vector search is. Turns out some docs in your index are theoretically incapable of being retrieved by vector search, given a certain dimension count of the embedding. Plain old BM25 from 1994 outperforms it on recall. 1/4
Muvera
Build better RAG by letting a team of agents extract and connect your reference materials into a knowledge graph. Our new short course, “Agentic Knowledge Graph Construction,” taught by @neo4j Innovation Lead @akollegger, shows you how. Knowledge graphs are an important way to…
NVIDIA research just made LLMs 53x faster. 🤯 Imagine slashing your AI inference budget by 98%. This breakthrough doesn't require training a new model from scratch; it upgrades your existing ones for hyper-speed while matching or beating SOTA accuracy. Here's how it works:…
A team at DeepMind wrote this solid piece on how you must think about GPUs. Essential for AI engineers and researchers.
Continuing the journey of optimal LLM-assisted coding experience. In particular, I find that instead of narrowing in on a perfect one thing my usage is increasingly diversifying across a few workflows that I "stitch up" the pros/cons of: Personally the bread & butter (~75%?) of…
The Illustrated GPT-OSS New post! A visual tour of the architecture, message formatting, and reasoning of the latest GPT. Link in 🧵
Today we are making URL Context, my favorite Gemini API tool, ready for scaled production use 🔗 The model can now visit webpages, PDF's, images, and more when you provide the direct URL, and you simply pay for the tokens it processes, no additional tool cost!
Joany Mann @joany50535
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Robert Scoble @Scobleizer
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𝐊𝐚𝐯𝐢𝐭�... @kavi2523
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Franco Maria Nardini @fmnardini
775 Followers 2K Following Senior Researcher @ ISTI-CNR, Pisa, Italy. Information Retrieval, Machine/Deep Learning, Efficiency, Big Data.
Neel Das @Nilzkool
8K Followers 6K Following Tweets on AI eng. 💡 | Building DeepDocs - a GitHub AI agent to fix outdated docs with your changing codebase 🧑💻 | PhD in ML
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Adam Carrigan @AdamMCarrigan
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2K Followers 4K Following Building vector database for enterprise-grade AI. Company behind @milvusio. 🧑🚀Join our team: https://t.co/oZA7g1XgZ2🚀 🔗Find us: https://t.co/Xynh3Xx30X
Gio at QRC @GioQrc
293 Followers 5K Following Gio is a machine learning enthusiasts teaching at Queenstown Resort College (QRC) as well as a trading manager in the high-frequency trading world.
MEL🟣R @melloorr_
594 Followers 2K Following Explaining you how to increase traffic & conversion with digital marketing. 📈 | Showing what paid courses didn't teach me. 📚 | Web3 enjoyer. 🐵
TuringPost @TheTuringPost
77K Followers 13K Following Newsletter exploring AI&ML - AI 101, Agentic Workflow, Business insights. From ML history to AI trends. Led by @kseniase_ Know what you are talking about👇🏼
Robert Osoro @RobertOsoro254
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İŚLÆM T♡UTĘ @UteIsl
3 Followers 26 Following
Affiliate Marketing B... @makemoneysolo
2K Followers 2K Following We share various ways to make money online fast #passiveincome #makemoneyonline #makemoneyfromhome #affiliatemarketing, #InternetMarketing #groovefunnels #money
ZenML @zenml_io
2K Followers 2K Following Open-source pipeline framework that integrates all your ML tools. Get all your ML workflows running on any tooling stack with minimum effort.
Matei Zaharia @matei_zaharia
45K Followers 1K Following CTO at @Databricks and CS prof at @UCBerkeley. Working on data+AI, including @ApacheSpark, @DeltaLakeOSS, @MLflow, https://t.co/94gROE5Xa0. https://t.co/nmRYAKG0LZ
Arpit Sharma @iArpitSpeaks
110K Followers 501 Following Political Content Creator• Accidental Chartered Accountant • CA ka दिमाग, आम आदमी Ki Daring • ✉️ [email protected]
Robert Scoble @Scobleizer
543K Followers 23K Following The best from ML/AI community | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future | Silicon Valley robots, holodecks, BCIs, & startups.
Chelsea Finn @chelseabfinn
83K Followers 399 Following Asst Prof of CS & EE @Stanford Co-founder of Physical Intelligence @physical_int PhD from @Berkeley_EECS, EECS BS from @MIT
Abhi Venigalla @ml_hardware
7K Followers 1K Following Researcher @Databricks. Former @MosaicML, @CerebrasSystems. Addicted to all things compute.
Percy Liang @percyliang
85K Followers 419 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Piotr Nawrot @p_nawrot
8K Followers 264 Following LLM Efficiency PhD @ Edinburgh | 🥇🥈 @ Flunkyball Polish Championships | 🥇 @ Jerry Hunter Pub's Bowling Tournament | 50000 🏆 & Legendary II @ Brawl Stars
Shunyu Yao @ShunyuYao12
20K Followers 1K Following @OpenAI Language agents (ReAct, Reflexion, Tree of Thoughts, SWE-agent, CoALA) for digital automation (WebShop, SWE-bench, tau-bench)
Jonathan Frankle @jefrankle
20K Followers 733 Following Chief AI Scientist @databricks via MosaicML.
Lilian Weng @lilianweng
166K Followers 166 Following Co-founder of Thinking Machines Lab @thinkymachines; Ex-VP, AI Safety & robotics, applied research @OpenAI; Author of Lil'Log
Joe Mayo @JoeMayo
16K Followers 5K Following Author and Independent Consultant Recent books: - Programming the Microsoft Bot Framework/MSPress - C# Cookbook/O'Reilly Agents, AI, Generative AI, MCP, RAG
Hyung Won Chung @hwchung27
38K Followers 303 Following AI Research Scientist @Meta Superintelligence Labs. Past: @OpenAI / @Google Brain / PhD @MIT
Lakshya A Agrawal @LakshyAAAgrawal
2K Followers 2K Following AI PhD @ UC Berkeley | GEPA Creator (https://t.co/EdPqvzj7k4) | Created https://t.co/YxPZsXZJeS | Past: AI4Code Research Fellow @MSFTResearch | Hobbyist Saxophonist
Matt Deitke @mattdeitke
13K Followers 300 Following AI Researcher @ Meta Superintelligence Lab Ph.D. dropout at @uwcse
Crystal @crystalsssup
12K Followers 651 Following Staff @Kimi_Moonshot prev. co-maker of ModelizeAI & gemsouls "Personality goes a long way" @UCSanDiego
Ernest Ryu @ErnestRyu
6K Followers 349 Following Professor of Mathematics at UCLA. Interested in deep learning and optimization.
Pramod Goyal @goyal__pramod
10K Followers 328 Following Trying to change the world one line at a time
Mistral AI @MistralAI
158K Followers 0 Following Frontier AI in your hands. https://t.co/VdyEwpQsiy Apps: https://t.co/1vZA5XdBYo https://t.co/rj5G4u5sHu
Yuchen Jin @Yuchenj_UW
57K Followers 562 Following Co-founder & CTO @hyperbolic_labs cooking fun AI systems. Prev: OctoAI (acquired by @nvidia) building Apache TVM, PhD @ University of Washington.
Trapit Bansal @TrapitBansal
32K Followers 246 Following AI Research @Meta | Co-Creator of OpenAI o1 | Previously @OpenAI, @MSFTResearch, @GoogleAI, @facebook, @iiscbangalore, and undergrad @IITKanpur
Jack Rae @jack_w_rae
23K Followers 452 Following Distinguished Scientist @ Meta LLMs (e.g. Gopher, Chinchilla, Gemini) Compression & RL ☯️ Past: Google, OpenAI, Quora
Sham Kakade @ShamKakade6
16K Followers 497 Following Harvard Professor. Full stack ML and AI. Co-director of the Kempner Institute for the Study of Artificial and Natural Intelligence.
Tengyu Ma @tengyuma
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Stanford AI Lab @StanfordAILab
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