official website
Beyond Market Intelligence keeps official website in one place: 2 stories so far. The section currently leads with “A practical guide to diffusion models that balances deep math with clear insight” and “Link figures in your NeurIPS rebuttal without crossing the line”. The balance between mathematical rigor and intuitive insight in *The Principles of Diffusion Models* is genuinely exceptional. Submitting a rebuttal with figures that reviewers explicitly asked for is the right instinct, but linking them against the rules is a gamble. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every official website story on Beyond Market Intelligence, newest first.
A practical guide to diffusion models that balances deep math with clear insight
The balance between mathematical rigor and intuitive insight in *The Principles of Diffusion Models* is genuinely exceptional. It's a practical guide aimed at researchers and practitioners who already have basic deep learning knowledge, no prior specialization in diffusion models required. The dedicated appendices invite deeper dives into the math without overwhelming the main text. For readers exploring how AI models evolve, our piece on how small AI models closed the gap on a test built for humans offers a complementary perspective.
Link figures in your NeurIPS rebuttal without crossing the line
Submitting a rebuttal with figures that reviewers explicitly asked for is the right instinct, but linking them against the rules is a gamble. The community knows OpenReview's limits, and many have quietly shared external links with mixed results. A single violation unlikely sinks a paper, but it signals disregard for protocol. A better path: embed the plots directly in the rebuttal's markdown, or summarize key trends in a table and offer the full figure upon request. That respects the process while keeping your results digestible.