Ishan Gupta @code_igx
25 🇮🇳, Hustler @RITtigers NY 🇺🇸 | RnD on Quantum AI, Superintelligence & Systems | Ex- @Broadcom @VMware linkedin.com/in/ishangupta-… New York, USA Joined May 2017-
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Exactly
I finally understand how large language models actually work After reading the 2025 textbook “Foundations of LLMs” It blew my mind and cleared up years of confusion Here’s everything i learned (in plain english):
Sam Altman literally leaked how to become a billionaire
I just built my own multi-agent deep researcher! It uses a 100% local LLM and MCP. Here's an overview of how it works: - User submits a query - Web agent searches with Bright Data MCP tool - Research agents generate insights using platform-specific tools - Response agent…
𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗼𝗮𝗱𝗺𝗮𝗽. 👇 It is created with beginners in mind but can be easily adapted if you are proficient in some of the areas already. 𝘖𝘯 𝘢 𝘩𝘪𝘨𝘩 𝘭𝘦𝘷𝘦𝘭: 𝗙𝗼𝗰𝘂𝘀 𝗼𝗻 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 throughout the journey, but…
Everyday human conversation can be filled with intent that goes unspoken, feelings implied but never named. How can AI ever really understand that? ✨ We’re excited to share our new work MetaMind — just accepted to #NeurIPS2025 as a Spotlight paper! A thread 👇 1️⃣ Human…
This one paper might kill the AI scaling hype. While Big Tech burns billions on massive datasets, researchers just achieved state-of-the-art agent performance using 78 samples. And it makes a scary amount of sense. Here's the full breakdown:
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…
Must knows for any developers in AI
4 strategies LLMs use to generate text:
Language Models that Think and Chat Better Proposes a simple RL recipe to improve small open models (eg, 8B) that rivals GPT-4o and Claude 3.7 Sonnet (thinking). Pay attention to this one, AI devs! Here are my notes:
Embodied AI: From LLMs to World Models LLMs are really just the beginning. World models are the next frontier and will unlock areas like Embodied/Physical AI. These are essential components to achieve so-called AGI. While an important piece of the puzzle, LLMs alone cannot…
SimpleFold: Folding Proteins is Simpler than You Think "we introduce SimpleFold, the first flow-matching based protein folding model that solely uses general purpose transformer blocks. Protein folding models typically employ computationally expensive modules involving…
(1/6) triton kernels are a great way to understand ML models. but tutorials are scattered the learning method for me was jst to read real, high performance code so i wrote a blog which walkthroughs the design and intuitions behind FLA's softmax attention kernel 🧵also a thread
How does HNSW actually work? 𝗛𝗶𝗲𝗿𝗮𝗿𝗰𝗵𝗶𝗰𝗮𝗹 𝗡𝗮𝘃𝗶𝗴𝗮𝗯𝗹𝗲 𝗦𝗺𝗮𝗹𝗹 𝗪𝗼𝗿𝗹𝗱 (𝗛𝗡𝗦𝗪) is the algorithm behind most modern vector databases, but the algorithm can seem pretty complex. Here's the breakdown of how it works, and why so many vector databases use…
Thinking Augmented Pre-training "we propose Thinking augmented Pre-Training (TPT), a universal methodology that augments text with automatically generated thinking trajectories. Such augmentation effectively increases the volume of the training data and makes high-quality tokens…
Google Deepmind presents Video models are zero-shot learners and reasoners
China just broke the multimodal curse that's been plaguing AI for years. Alibaba dropped Qwen3-Omni and it's the first model that doesn't sacrifice anything to be multimodal. Every other AI model tanks when you add vision and audio. Text performance craters. Reasoning gets…
BIG claim. Giving an LLM just 78 carefully chosen, full workflow examples makes it perform better at real agent tasks than training it with 10,000 synthetic samples. "Dramatically outperforms SOTA models: Kimi-K2-Instruct, DeepSeek-V3.1, Qwen3-235B-A22B-Instruct and GLM-4.5. "…
Google introduces Test-Time Diffusion Deep Researcher Don't sleep on diffusion models. Test-Time Diffusion Deep Researcher (TTD-DR) is a deep research agent that models research writing as a diffusion process. Instead of static reasoning or bolted-on tools, the system drafts…
developer-guy @developerguyba
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Michael Cade @MichaelCade1
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unnati @Unnati_twts
55K Followers 1K Following Infra girlie | OSS × LLMs × Agent infra | Making APIs softer & devtools that feel like home | I stay in my lane and wish good for everyone ✨
Uma Mukkara @Uma_Mukkara
1K Followers 635 Following Head of Chaos Engineering at Harness. Maintainer of LitmusChaos. Founder of ChaosNative and LitmusChaos #chaosengineering #continuousresilience
Prithvi Raj @prithvi137
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Kunal Verma @kverma_
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CEO of Tesla @of_ceo70345
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Access Solananet @accesssolnet
103 Followers 1K Following The high performance network powering internet capital markets, payments, and crypto applications. O X By @SolanaFndn
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51 Followers 3K Following Building a sustainable future through innovation and exploration. CEO of Tesla and SpaceX."
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536 Followers 1K Following Never take away what doesn't belong to you, sincerity is the way to go, and remember, the devil was once an angel too.
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Dylan S Phillips @dylsphillips
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34 Followers 421 Following Financial Trader 14+ Years📚 #1 Crypto champ 💻Investor in Crypto, Stocks, shares and property
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11 Followers 61 Following हाँ हिन्दू हूँ मैं, हाँ हिन्दू हूँ मैं, हाँ हिन्दू हूँ मैं, अब देश में मेरे एक ही नारा हो, हिन्दू हैं हम, हिन्दू राष्ट्र हमारा हो।
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4 Followers 89 Following 🚀 DevOps Engineer | ☁️ AWS | 🐳 Docker & K8s | 🔁 CI/CD Pipelines | Automation & SecOps | Building resilient infrastructure 🌍 | https://t.co/10raNgo7Bu
Kunal Kushwaha @kunalstwt
263K Followers 2K Following Senior Developer Advocate at https://t.co/37Xl0H8sUB Teaching millions how to code and helping businesses scale. Founder @WeMakeDevs
Saiyam Pathak @SaiyamPathak
60K Followers 2K Following Head of Developer Relations @loft_sh | Founder @kubesimplify| He/Him tweeting my opinions | email - [email protected]
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159K Followers 848 Following Engineering @Appwrite 🔧 | Prev.: SDE @Microsoft | Docker Captain 🐳 | Tech 💻 | Community | Public Speaking 🎙️ | Views are personal
developer-guy @developerguyba
5K Followers 2K Following 🚀CNCF Ambassador 23• 🐳 Docker Captain 23•🎖Best Sigstore Evangelist 22 • ㏅CDF Ambassador 23 • 🇹🇷@kcdturkey Organizer •🕴Organizer @cloudnativetr @devopstr
ahmet alp balkan @ahmetb
46K Followers 236 Following you may not free Palestine but Palestine will free you.(occasionally Kubernetes tweets)
Aditya Oberai @adityaoberai1
48K Followers 1K Following DevRel @appwrite 🥑📍🛠️ with SvelteKit 🧑💻 📍 @MVPAward, @digitalocean Wavemaker, @devrelcon BLR & @blrwritersroom Organizer 👨👩👧👦
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23K Followers 9K Following Global Field CTO | Lead Technologist @Veeam - Kubernetes, Cloud-Native, DevOps & Data #90DaysOfDevOps 👨🏻💻
Tanya Rajhans @tanyarajhans7
112K Followers 666 Following SWE 2 @mercor_ai | Ex - @Google, @LinkedIn, @DevRev | NIT-A'23 I All about Tech, Education, Productivity, and Growth.
Bartłomiej Płotka @bwplotka
7K Followers 795 Following Senior SWE TL @Google | ex Principal @RedHat | @ThanosMetrics @PrometheusIO | Bsky: https://t.co/ZzsR3O48hy | Efficient Go 📖 @OReillyMedia
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115K Followers 164 Following ICPC World Finalist | Software Engineer @Google | Educator @TLE_Eliminators | I write about competitive programming & share insights from my life experiences
Rishika Gupta @rishikagupta__
36K Followers 588 Following Senior Software Engineer @LinkedIn || Former Product intern @Adobe || @Google SPS-‘20 || Learning and Leading || Thoughts of my own || ig- rishikagupta__
Bilgin Ibryam @bibryam
76K Followers 780 Following 🤖 AI-Augmented PM @ Diagrid 🦆 Co-author Kubernetes Patterns 📌 Ex-Red Hat architect, turned product manager
unnati @Unnati_twts
55K Followers 1K Following Infra girlie | OSS × LLMs × Agent infra | Making APIs softer & devtools that feel like home | I stay in my lane and wish good for everyone ✨
CNCF @CloudNativeFdn
110K Followers 730 Following CNCF is the home of @kubernetesio, @prometheusio, @envoyproxy, and many more. Join us at #kubecon.io - Jun 10-11 in HK, Jun 16-17 in Tokyo
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100K Followers 900 Following • Making you Successful & Aware • Software Engg • LinkedIn Top Voice ’24 • Finance aficionado • Marketing Nerd • 400K+ Insta ❤️ [email protected]
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1K Followers 635 Following Head of Chaos Engineering at Harness. Maintainer of LitmusChaos. Founder of ChaosNative and LitmusChaos #chaosengineering #continuousresilience
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967K Followers 2K Following
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2.7M Followers 1 Following Founder, CEO at @telegram (2013), founder, ex-CEO of @vkontakte (2006), part-time troll.
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3K Followers 51 Following Learn how to build AI Agents & sell them to local businesses 💸 Founder of @getoutbox_ai Learn how to build AI Agents for FREE 👉 https://t.co/q9zPwllLOC
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98K Followers 638 Following ai researcher @meta superintelligence labs, past: openai, google 🧠
Zhiqing Sun @EdwardSun0909
19K Followers 1K Following Agents @Meta MSL TBD Lab. previously posttraining research @OpenAI train LLMs to do things: deep research, chatgpt agent, etc. CS PhD @LTIatCMU
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3K Followers 189 Following Director of Engineering. Shipped million dollar systems in days. Surfacing AI breakthroughs in academic papers. Follow for AI intel before it hits mainstream.
Rich Heimann @rheimann
1K Followers 1K Following Sutskever's List is now available on Manning Early Access Program
The University of Hon... @HKUniversity
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Chao Huang @huang_chao4969
2K Followers 98 Following Leading Data Intelligence Lab @HKUniversity | Recent Work: LightRAG, AutoAgent, RAG-Anything, AI-Researcher, DeepCode, MiniRAG, VideoRAG
tetsuo 💊/acc @7etsuo
29K Followers 108 Following Tetsuo AI on the Solana blockchain. Discord: https://t.co/xkWygQ50Oz TG: https://t.co/ysOfbxSRn1
Tetsuo @tetsuoai
213K Followers 1K Following Low-level dev since '94 | CS/Math & C/Assembly Projects: @7etsuo @beeldcoin @groktprompt c/asm 🇺🇸
Solana @solana
3.5M Followers 3K Following The high performance network powering internet capital markets, payments, and crypto applications. ◎ X By @SolanaFndn
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81K Followers 2K Following United by curiosity and driven by passion, we reach across disciplines, forge new ground and deploy our expertise to make real change that benefits humankind.
Ethan He @EthanHe_42
17K Followers 841 Following AI @xai | prev @nvidia @AIatMeta @CarnegieMellon | 8k citations 5k GitHub stars | views are my own
Yu Lin @basicprompts
12K Followers 60 Following Research @ frontier AI lab. Deep learning, scaling models, and training pipelines. Occasionally share experiments and findings.
Mandro @MandroDesign
2K Followers 82 Following Web Designer • Building @Framer Templates • Top Creator
Aadit Sheth @aaditsh
522K Followers 232 Following AI investor, engineer, and entrepreneur. Tweets on tech, business and marketing. Newsletter read by industry leaders at Nike, OpenAI & Disney:
Louis Barclay @louisbarclay
2K Followers 568 Following @mozilla fellow, editor at https://t.co/fwYYgKdVlg, co-creator of https://t.co/aXdcJBskF7 and https://t.co/Gr41hN4xxC
OpenRead @OpenRead_HQ
2K Followers 359 Following An AI-Powered platform that supercharges your research efficiency.
Crazy Moments @Crazymoments01
156K Followers 100 Following Posting trending and viral videos around the world. Stay in the loop with what's buzzing! DM for credit or removal
Daniel Lemire @lemire
29K Followers 2K Following Software performance expert. Ranked in the top 2% of scientists globally (Stanford/Elsevier 2024) and among GitHub's top 1000 developers. Editor of SPE Journal.
Matt Huang @matthuang
173K Followers 809 Following founder @paradigm, project lead @tempo, board member @stripe, building & investing at the frontier
fafa.👩🏻💻 @ds_fafa_
30K Followers 9K Following Data Maven with a Dash of Espresso ☕️ | Turning Numbers into Narratives | Senior Customer Insights Director | Tweets fueled by caffeine and curiosity
Kevin Roose @kevinroose
168K Followers 3K Following NYT tech columnist, Hard Fork co-host, high-perplexity language model. Writing a book about AGI.
Prime Intellect @PrimeIntellect
48K Followers 28 Following find compute. train models. contribute to open superintelligence. https://t.co/ZRZOsRRbwr
Dylan S Phillips @dylsphillips
8K Followers 7K Following Content Lead @tryfondo. Previously co-founder at PizzaBottle (25M monthly active readers & 1M+ followers on fb).
Jay Yang @Jayyanginspires
81K Followers 2K Following Author of You Can Just Do Things. | My newsletter: https://t.co/JGsk0qSKGE
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IDG Capital @IDGCapital
5K Followers 241 Following China focus, global presence. The first global investment firm to enter China. BP📫: [email protected]
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60 Followers 43 Following By connecting 100+ top-tier tech founders of yesterday, today, and tomorrow, we're accelerating the future of technology globally. 🚀👉https://t.co/NJ5ifLPpDn
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203 Followers 197 Following Founder @futurex_capital | Stanford GSB | Backing AI & tech that shape the future
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57K Followers 1K Following I work on AI at OpenAI. Former VP AI and Distinguished Scientist at Microsoft.
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528 Followers 0 Following https://t.co/74kAg9SvQW is a agentic memory layer for LLM applications, specifically designed for AI companions. Discord: https://t.co/xhNjbiI3h5Trends for United States
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