Blog

Synthesis of Roles within a Data Team

Explained ML roles to non-tech analytics team. Clarity on responsibility (tech/business) & focus (analytics/product) is key. Tech horizon = awareness of what you don't know.

Voice Is the Way (A Personal Note)

This week’s piece is less technical than usual. It’s a personal take on how interfaces are evolving in the AI era and how one app completely changed my mind about voice.

The Case for the Return of Fine-Tuning

After years on the sidelines, fine-tuning may be entering a renaissance. New tools, new approaches, and a growing desire for control could spark a shift from generic to bespoke AI.

Is Diffusion the Future of LLMs?

LLMs feel stuck while image models leap forward. Why? It's not just about data—it's about how they generate. From Will Smith's spaghetti to the future of AI.

How Claude Code Works, and Why It Matters

Anthropic has recently communicated extensively about everyone’s beloved coding agent’s architecture, giving us the opportunity to pop Claude Code’s hood and see what we can learn from it.

The 80% AI-Coding Stunt: Clever, Probably True — But Not That Relevant

AI may already write most of the code at Meta and Anthropic. But productivity isn’t measured in LOC (Lines of Code): the real cost lies in process, quality, and long-term maintainability.

Are LLM Only Probabilistic?

AI Coding at a Crossroads: Disposable Code Editors, Flawed Benchmarks, and the Search for Real Differentiation

Lightweight IDEs, benchmarks, and infra costs show both progress and limits in AI coding. This post explores where the market stands today and which signals may really matter.

Vibe-Coding as a VC: We Need to Eat Our Own Dog Food

A boiling-hot summer didn’t stop my token frenzy on vibe coding, reshaping our fund into an AI sandbox, and deepening my passions for entrepreneurship, tech, and product.