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Toooold
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Latest posts
Last updated about 10 hours ago
Can an LLM Formally Verify Your Code? A Feasibility Study
about 17 hours ago
May 2026 · ML/security research When a language model tells you “this...
The Blessing of Dimensionality: How TurboQuant Uses the JL Lemma to Compress KV Caches with Zero Bias
about 1 month ago
If you are running local LLMs, you already know the bottleneck isn’t...
Mozart rolls a dice to Bach and Ramanujan
about 2 months ago
The Elegance of Mozart’s Attention Mechanism In 1792, Mozart’s Musikalisches Würfelspiel (Musical...
The Least Action Nature of AdvJudge-Zero: A Lagrangian Perspective on LLM Steering
3 months ago
In December 2025, Tony, Yuhao, and I have published AdvJudge-Zero: Binary Decision...
The Mechanism of Logit Gap Steering: A Unified View of Prompts, Vectors, and Low-Rank Adaptation
3 months ago
It has been a few months since my colleague Tony and I...
LLM as My Pair Researcher: Prover–Validator Collaboration and the Road to Logit-Gap Steering
4 months ago
Research is a deeply personal and tailored process; it’s not something that...
The Physics of mHC: Why Deep Learning Needs Energy Conservation
4 months ago
When I first read the Manifold-Constrained Hyper-Connections (mHC) paper https://www.arxiv.org/abs/2512.24880 , I...
The Mathematics of Baby Shower Games: Solomonoff Inference in Action
over 1 year ago
Last weekend, I found myself applying data science in an unexpected setting...
The missing knowledge snippets of AI
over 1 year ago
It is a live blog post of some knowledge snippets of AI...
Building a Lightweight Financial Agent: A Flexible Approach to Tool Use and Orchestration
over 1 year ago
In the rapidly evolving field of AI agents, there’s a growing trend...
Agentic Systems: Snake Oil or the Future of AI?
over 1 year ago
The short answer: it’s more nuanced—agentic systems have potential, but only if...
Those Magnificent underdogs competing ChatGPT
about 3 years ago
Disclaimer: the open source community and the AI community evolve so fast...