Suresh Shanmugam @suresh_p
AI Engineering. Machine Learning. sureshshanmugam.com Bengaluru, India Joined January 2008-
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my OCD kicks in
Introducing DeepConf: Deep Think with Confidence 🚀 First method to achieve 99.9% on AIME 2025 with open-source models! Using GPT-OSS-120B even without tools, we reached this almost-perfect accuracy while saving up to 85% generated tokens. It also delivers many strong…
The AI infrastructure build-out is so gigantic that in the past 6 months, it contributed more to the growth of the U.S. economy than /all of consumer spending/ The 'magnificent 7' spent more than $100 billion on data centers and the like in the past three months *alone* 1/🧵
NEWS: Tesla has officially launched orders of the Model Y in India! The first ever Tesla car deliveries in the country will start this quarter (Q3 2025). Starting prices: • Model Y RWD: $69,700 (USD) • Model Y LR RWD: $79,000 (USD) FSD also costs $7,000 USD in India. Model Y…
More software like this..
LM Studio now supports MCP! Connect your favorite MCP servers to local LLMs, right on your computer.
Irony in world’ most populous country
Irony in world’ most populous country
Seed investors in Scale will make ~500x+ on their money
Multimodal RAG: Just use ColPali/DSE then pass your screenshots to the LLM This is the dream, but how well do LLMs read text contained in images? We wanted to know, so we tried a simple thing: do results change on evals when using screenshots rather than text as input? Yes.
Still not convinced of the benefits of UI Automation with XcodeBuildMCP? How about having your very own QA tester? The prompt "Please go ahead and test different calculations":
Insane: 90-95% of Claude Code is now written by Claude Code. I asked @mikeyk (Anthropic's CPO) what changes when so much of your code is written by AI? His answer: The bottleneck moves from coding/design to: 1. Upstream: aligning the team around what to build. 2. Downstream:…
Insane: 90-95% of Claude Code is now written by Claude Code. I asked @mikeyk (Anthropic's CPO) what changes when so much of your code is written by AI? His answer: The bottleneck moves from coding/design to: 1. Upstream: aligning the team around what to build. 2. Downstream:… https://t.co/Xq5JX5PJPE
We made a repo with 100+ Fine-tuning notebooks all in once place! Has guides & examples for: • Tool-calling, Classification, Synthetic data • BERT, TTS, Vision LLMs • GRPO, DPO, SFT, CPT • Dataprep, eval, saving • Llama, Qwen, Gemma, Phi, DeepSeek 🔗github.com/unslothai/note…
You won’t believe what Agent Mode can do in Jupyter Notebooks 🤯
Cursor 1.0 is out now! Cursor can now review your code, remember its mistakes, and work on dozens of tasks in the background.
excited to finally share on arxiv what we've known for a while now: All Embedding Models Learn The Same Thing embeddings from different models are SO similar that we can map between them based on structure alone. without *any* paired data feels like magic, but it's real:🧵
excited to finally share on arxiv what we've known for a while now: All Embedding Models Learn The Same Thing embeddings from different models are SO similar that we can map between them based on structure alone. without *any* paired data feels like magic, but it's real:🧵
Video, meet audio. 🎥🤝🔊 With Veo 3, our new state-of-the-art generative video model, you can add soundtracks to clips you make. Create talking characters, include sound effects, and more while developing videos in a range of cinematic styles. 🧵
00:00 Introducing Codex 01:38 Setup and kicking off tasks 05:05 Environments 07:20 Guiding Codex with a Markdown file 12:00 The Codex origin story 14:25 Verifying and reviewing Codex tasks 17:28 Using Codex at OpenAI 20:48 Availability via ChatGPT 21:22 Roadmap and Codex CLI…
Real-time SmolVLM in a web-browser with transformers.js. All running locally with no installs. Just open the website.

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