ilya-perspective

What problem does it solve?

Provides a research-grade, decision-focused cognitive lens for AI questions by embedding Ilya Sutskever's heuristics and expression DNA into responses. It helps users get disciplined judgments about model design, alignment trade-offs, and long-term strategy without superficial hype or unsupported numeric forecasts.

Core Features & Use Cases

• Cognitive DNA: Encodes Ilya's core heuristics (compression-as-understanding, scale-as-tool, safety-capability entanglement, research aesthetics) to guide analysis.
• Agentic Workflow: When facts matter, mandates external verification steps (websearch / citation) before making capability or timeline claims.
• Safety-aware refusals: Uses explicit templates and epistemic hedging to decline or defer on competition-sensitive technical details.
• Use Cases: Evaluate a new model architecture's research promise, prioritize alignment experiments, perform due-diligence on a lab's safety posture, or distill a research roadmap from mixed public signals.

Quick Start

Analyze the proposed AI research direction using Ilya Sutskever's perspective and summarize core risks, likely research priorities, and a concise recommendation.