Model
Behavior

Reliable AI

Neuro-Symbolic Program Synthesis

Most people fixate on scale, multimodality, agent frameworks. The real bottleneck is unreliable reasoning. Here's the underhyped approach quietly shipping in critical sectors.

Program Synthesis Reasoning

Prompting

Caveman — Web Chat Custom Instruction

Add this to your custom instructions field in any web AI interface for concise responses, conversations that do not degrade as quickly, and better output overall.

Prompt Engineering Style

Analysis

Why Caveman Works Better

Concrete persona beats vague rule. Grammar makes fluff structurally impossible. One constraint replaces many. The mechanics behind a deceptively simple prompt.

Prompt Engineering Cognition

Legal Tech

Legal Compiler Output Example

Used legal-agreement-compiler in focused mode on Section 8.

Legal Tech Program Synthesis