Aristotle, Harmonic’s AI system, independently solved a 30-year-old version of Erdős Problem #124 — what researchers are calling the first true step into the era of “vibe proving” mathematics.
The system reached the result in six hours and then formally verified the proof in Lean in just one minute. This was made possible by the new beta version of Aristotle, which combines stronger reasoning capabilities with a natural language interface for step-by-step proof writing.
Vilad Tenev, founder of Harmonic, describes “vibe proving” as a process where AI intuitively discovers the structure of a solution, which is then rigorously confirmed mathematically by machines. Harmonic’s progress comes after a $120 million investment and excellent results on IMO tests, placing the company alongside Google and OpenAI in the field of mathematical reasoning.
This is a step toward mathematical superintelligence — a world where AI generates and verifies proofs faster than humans can. Such tools could open the doors of advanced mathematics to a much wider audience and accelerate the solving of problems that have been out of reach for decades.
In Brief: Tech World Highlights
- AI and AI agents achieved $14.2 billion in global online sales on Black Friday, with $3 billion of that in the U.S. alone, according to Salesforce data.
- Virgin Australia signed a deal with OpenAI to directly integrate ChatGPT-powered tools into the way people search for and plan flights.
- Data intelligence giant Databricks is negotiating a $5 billion funding round with a valuation of $134 billion — roughly 32 times its projected revenue of $4.1 billion this year.
- Avatar director James Cameron called generative AI “frightening,” stating that it creates characters, actors, and performances from scratch, unlike his motion capture technology that celebrates “the moment between actor and director.”
- Deutsche Telekom and Schwarz Group reportedly plan a joint “AI mega-factory” in Germany, aiming for €20 billion in EU funding to compete with the U.S. and China.
AI Trending Tools:
- Math V2 – DeepSeek’s open-source model for mathematical reasoning.
- Perplexity – AI question-answering system, now with persistent memory.
- GELab-Zero-4B – StepFun’s new SOTA open-source model for computer use.
