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Incomplete Distillation

personal research journal containing articles based on my explorations with cutting edge AI.

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Physics of Coffee Brewing

Introduction

Personal Intelligence

The hardest part of reading more is not always finding the time.

Marginalia: A conversational book recommender that goes beyond the popularity bubble

Marginalia

I Gave Gemma 4 My Instagram Reels and Built a Content Strategy Agent

A few weeks ago Google released Gemma 4, a family of open-weight multimodal models that can natively process video and audio.

Research Briefings - Gemma 4

Testing the image/video reasoning capabilities

Research Briefings - TurboQuant

TurboQuant is Google’s new vector quantization method for compressing high-dimensional vectors.

Research Briefings: Mamba - 3

State Space Models (SSMs)

Research Briefings: Video-JEPA 2.1

Joint Embedding Predictive Architecture (JEPA) is a framework proposed by Yann LeCun as an alternative to the two dominant paradigms in self-supervised learning:

Diffusion Models - III: Language Models

Can You Add Noise to a Word?

Diffusion Models - II: Inside Stable Diffusion

Architecture, Theory, and Teaching a Model to See Like Haeckel