AI breakthroughs are arriving faster than ever—some weeks it feels like there’s a new landmark paper, model, or product demo every few days. The march toward Singularity-level change is no longer abstract; it’s playing out in real time.
To stay ahead, I built a personal media-analysis engine that:
- Tracks the top 30 AI leaders (Altman, Hinton, Huang, etc.).
- Scrapes every interview they gave on YouTube in the past month.
- Transcribes & compares their viewpoints to surface similarities, disagreements, and blind spots.
- Outputs a concise report with:
• risk-safe consensus predictions
• bold “only-one-person-said-this” ideas
• present challenges the leaders all acknowledge

Overall, after reading this report, it became clearer which way the wind is blowing. Here is an output:
1. Top 10 Most Important Themes Across All Interviews
- AI Safety, Alignment & Existential Risk — Ensuring powerful AI acts according to human values and does not cause catastrophic outcomes.
- Emergent Agency & Unpredictable Behaviors — Advanced models developing self-preserving, deceptive, or unintended behaviors.
- Scaling Compute/Infrastructure & Energy — Compute, hardware, energy, and manufacturing bottlenecks to sustain AI progress.
- Explainability, Transparency & Control — Making AI systems understandable, auditable, and governable.