I’m Giving Away $5,000 to Explain Hard Physics (and AI)
Audio Brief
Show transcript
This episode covers the launch of the Competition for Outstanding Research Explanation, a new initiative designed to elevate online science communication by funding high-quality, graduate-level video explanations in physics, artificial intelligence, and philosophy.
There are three key takeaways from this announcement. First, the competition specifically targets highly technical, graduate-level foundational material rather than introductory concepts. Second, the initiative features a five thousand dollar prize pool and utilizes a peer-reviewed judging system to ensure fair evaluation. Third, participants must submit their video entries by late March twenty twenty-six and actively participate in the peer-review phase.
By focusing on advanced theories, the competition aims to fill a critical gap in online education. Creators are encouraged to embrace technical rigor and tackle complex topics that are often skipped by general science channels. Submissions will be evaluated on intellectual depth, insightfulness, and their overall impact on specialized science communication.
The top five winners will receive at least one thousand dollars each, with additional sponsors invited to grow the total pool. To ensure fairness, entrants will participate in a peer-review voting phase during April twenty twenty-six, evaluating each other's work based on clarity and value. Videos must be uploaded to YouTube and submitted via the official form before the deadline.
This competition represents a significant step forward in raising the standard for specialized, high-level scientific explanation on the internet.
Episode Overview
- Introduction of the CORE Contest: The host announces the launch of "CORE" (Competition for Outstanding Research Explanation), a video contest designed to fill a gap in high-quality, graduate-level content in physics, artificial intelligence, and philosophy of physics.
- Raising the Bar for Science Communication: CORE aims to incentivize researchers, graduate students, and professors to create clear, animated explainer videos of advanced concepts, raising the overall standard of online science education.
- Inspiration from SoME: The competition is inspired by the successful "Summer of Math Exposition" (SoME) run by 3Blue1Brown, utilizing a peer-reviewed judging process to ensure every submission is watched and valued.
- Substantial Prize Pool: To show personal commitment, the host is offering a $5,000 USD prize pool, with the top five winners receiving at least $1,000 USD each, and inviting additional sponsors to increase this amount.
Key Concepts
- The Dearth of Advanced Content: While YouTube is saturated with introductory-level science videos, there is a distinct lack of deep, graduate-level explanations of complex foundational theories.
- Peer-Reviewed Judging System: To manage submissions fairly, CORE utilizes a peer-reviewed voting system where participants watch and score each other's work based on clarity and value, which then feeds into a final expert panel review.
- The "Three I's" of Evaluation: Submissions will be judged on three core criteria: Intellectual Depth (accuracy and rigor), Insightfulness (uncovering hidden connections or "aha" moments), and Impact (the significance of the chosen topic).
- The Value of "Too Technical" Topics: The host encourages creators not to shy away from highly technical subjects. Topics with low existing coverage are highly valuable because they fill a genuine informational void.
Quotes
- At 0:27 - "The goal of CORE is straightforward: to encourage the creation of outstanding video explanations on advanced topics, and to hopefully raise the bar for specialized science communication online." - Explaining the core purpose and long-term vision of the competition.
- At 1:55 - "CORE is specifically for the technical, graduate-level foundational material—the theory that practitioners often skip over, even though it determines whether we actually understand what we're doing." - Defining the specific niche of high-level content the contest aims to generate.
- At 5:19 - "Overall, how much did this entry move the needle for advanced science explanation online?" - Framing the ultimate question judges should ask when evaluating submissions.
Takeaways
- Submit by the Deadline: Ensure your video explanation is uploaded to YouTube and submitted via the official form before March 31, 2026, at 11:59 PM Toronto Time.
- Embrace Technical Rigor: Choose a topic that is deeply technical or even seemingly obscure (such as BRST cohomology or constructive empiricism) rather than dumbing it down for a general audience.
- Participate in Peer Review: To qualify for prizes, active participation in the peer-review phase (April 1–21, 2026) is required, allowing you to learn from other creators while helping judge the field.
