binary breakthroughs

from silicon chips to neural networks. welcome.

Featured Articles

Why Steering Vectors Beat Prompting (And When They Don't)

I tested activation steering on 4 agent behaviors across 3 models. The results surprised me.

9 min read · December 18, 2025

Why I Built a Spark-Native LLM Evaluation Framework (And What I Learned)

A deep dive into building distributed LLM evaluation infrastructure that actually scales - architectural decisions, trade-offs, and lessons learned.

15 min read · December 15, 2025

Making LLMs Faster: My Deep Dive into Speculative Decoding

A deep dive into implementing speculative decoding from scratch, with benchmarks on GPT-2 and extensions to diffusion models.

13 min read · March 20, 2025

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Welcome to my blog

Let's talk tech! I'll post everything from polished pieces to spur-of-the-moment thoughts. And if you've got ideas for posts or want to collaborate, let's connect!

2 min read · January 01, 1970

1970 welcome others