Shanghai AI Competition Pushes Boundaries: Autonomous Research, Nuclear Fusion Control, Oracle Bone Script Recognition

An unconventional AI innovation competition in Shanghai is drawing industry attention with its cutting-edge challenge tracks. According to QuantumBit (量子位), the competition features tasks that go far beyond conventional AI benchmarks, requiring systems to autonomously conduct scientific experiments, control nuclear fusion reactors, and decipher ancient oracle bone inscriptions.

These challenge tracks push well beyond standard AI competition fare such as image classification or text generation. The "AI-controlled nuclear fusion" track requires participants to learn plasma physics dynamics and adjust control parameters in real-time to maintain stable tokamak operation — a task that demands deep physics understanding and real-time decision making.

The "autonomous scientific research" track tasks AI systems with reading academic literature, independently designing experiments, analyzing data, and drawing conclusions, testing the models' scientific reasoning and experimental planning capabilities. This aligns with recent industry discussions about "AI scientists."

The oracle bone script recognition track combines AI with paleography, requiring participants to accurately identify and translate ancient Chinese oracle bone characters from limited training data. This has implications for digitizing cultural heritage and preserving ancient scripts.

Organizers said the competition's design purpose is to push AI beyond conversational capabilities toward solving real-world hard problems in research and engineering. The event also aims to help research-oriented entrepreneurs bridge the "last mile" from technical results to commercial value.

The competition reflects a broader trend in China's AI industry, shifting from general-purpose large model competitions toward deep vertical application scenarios. By setting ultra-high-difficulty scientific tracks, the organizers hope to identify teams with genuine technical depth and drive AI progress in fundamental science and engineering control.

As AI technology rapidly advances, competitions that apply AI to authentic scientific problems are becoming more common. Shanghai's cutting-edge positioning is expected to attract top AI teams from home and abroad, potentially spawning a new wave of innovation companies focused on scientific intelligence.