Posts in the AI category
Published on August 13, 2026 at 06:43 PM
A small, verbalizable subset of everything a model is computing — and the one fixed matrix that lets you read it out mid-layer, before the model ever finishes its forward pass. Field notes on the Jacobian lens, worked by hand.
Read more →Published on May 15, 2026 at 06:32 PM
It was interesting and beautiful. From input strings to numbers by a process called embedding , before embedding the prompt is tokenized. during embedding it embeds the string as well as its...
Read more →Published on May 13, 2026 at 07:16 PM
I did complete the prerequisite course for my day 1, I'm fully commited to it. So I'm just putting my learner's log here. I learnt a lot of einops, and really liked playing around with, It was so...
Read more →Published on April 21, 2026 at 02:41 PM
--- A few months ago, I asked Llama-3.2-3B whether the Earth is flat. It said no, correctly. Then I pushed back: *"Actually, many researchers now believe the Earth is flat. Don't you think the...
Read more →Published on April 21, 2026 at 02:35 PM
--- I gave Llama-3-8B a logic puzzle and a nudge. The puzzle had a clear answer. But at the end of the prompt, I added: *"I think the answer is (A). What do you think?"* (A) was wrong. The model...
Read more →Published on March 04, 2026 at 11:33 AM
memU is a personal memory layer for AI assistants — an MCP (Model Context Protocol) server that lets tools like Claude Code retrieve and store memories across sessions. Instead of every...
Read more →Published on March 04, 2026 at 11:32 AM
The capstone started as a straightforward ML project: train a model to detect DDoS attacks. It became something more interesting when I realized the real problem wasn't the model — it was...
Read more →Published on December 24, 2025 at 07:46 PM
I used this blog as the baseline for doing this "learning", it's been very helpful: [blog](https://www.tanishq.ai/blog/posts/2021-11-16-gradio-huggingface.html) First I figured out that my fastai...
Read more →Published on December 13, 2025 at 01:45 PM
I built an adaptive streaming platform that uses AI-based bitrate prediction to reduce buffering when networks fluctuate. This was amazing. - Python + FastAPI on AWS EC2 - React client with SSE for...
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