Alnur Ismail - Founder, Advisor, Investor

Lab Notes

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These are in-progress notes from learning and building. Not polished. They capture the thinking, experiments, small insights, and uncertainties as they happen. It’s about the journey, not the destination.

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Featured image for post: PaperClub - Compiling Agentic Workflows

September 18, 2026 • 2 min read

PaperClub - Compiling Agentic Workflows

Workflows Compiled AI PaperClub

Featured image for post: PaperClub - LLM-as-a-Judge

May 15, 2026 • 2 min read

PaperClub - LLM-as-a-Judge

LLM-as-a-Judge Evaluation PaperClub

An AI agent being tricked

May 11, 2026 • 2 min read

We Need a New Security Paradigm for the Agentic World

Agents Security

An AI agent drinking poison

April 8, 2026 • 2 min read

Poisoning AI Agents

Agents Security

Featured image for post: PaperClub - Learning as Compilation

March 16, 2026 • 2 min read

PaperClub - Learning as Compilation

Agentic Compilation PaperClub

Featured image for post: Action ⟶ Dispatch ⟶ Execute

February 19, 2026 • 2 min read

Action ⟶ Dispatch ⟶ Execute

Featured image for post: Structured Tooling for Sandboxed Agents

February 10, 2026 • 1 min read

Structured Tooling for Sandboxed Agents

Featured image for post: GEPA in the Loop

February 5, 2026 • 1 min read

GEPA in the Loop

Featured image for post: Evolutionary Prompt Optimization & Bootstrapped Coding Agents

January 28, 2026 • 2 min read

Evolutionary Prompt Optimization & Bootstrapped Coding Agents

Featured image for post: Vectors Over Tokens for Non-Invasive BCI

January 16, 2026 • 2 min read

Vectors Over Tokens for Non-Invasive BCI

Featured image for post: Dissecting JEPA

December 12, 2025 • 4 min read

Dissecting JEPA

Featured image for post: Did JEPA Learn Anything?

December 9, 2025 • 2 min read

Did JEPA Learn Anything?