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Quantum Formalism

Quantum Formalism is an independent publication on mathematics, AI, quantum computing, cryptography, geopolitics and security.

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QF Academy joins the UK Quantum Hackathon 2026

The UK Quantum Hackathon, organised by the National Quantum Computing Centre (NQCC), brings together early-career researchers, end-user organisations and quantum computing providers to explore practical quantum computing use cases.

Latent Lie-Poisson Neural Networks (LLPNNs): Discovering the motion of Lie-Poisson systems through observable data and latent dynamics

In this session, we reviewed ‘Latent Lie-Poisson Neural Networks (LLPNNs): Discovering the motion of Lie-Poisson systems through observable data and latent dynamics’, a paper on learning physical dynamics when the variables we can observe are not necessarily the full dynamical state.

Fields Medal Hour Part 1: Yu Deng’s Path to the Fields Medal

The HD recording of our first live session honouring the 2026 Fields medallists is now available below.

Have You Seen This Statue?

Alexander Grothendieck: The Traveller

Hype Fast, Verify Later: The Incentive Problem in AI Mathematical Breakthroughs

At Quantum Formalism (QF), we have been following the progress of AI in mathematics with real interest.

The Irony of an Unnamed Medal

How a medal born in one of the most divided periods of modern mathematical history became a symbol of the international mathematical community.

The Fields Medal Is Not the Nobel Prize of Mathematics

Dear QF Community,

Hilbert Operator for Progressive Encoding (HOPE)

In this session, we reviewed ‘Hilbert Operator for Progressive Encoding (HOPE): A Mathematical Framework for Deconstructing Learned Representations in Deep Networks’, a paper that uses model compression to study what neural networks have learned.

Have you seen this statue?

Jean-Baptiste Joseph Fourier: The Lost Monument of Harmonic Analysis

Distributed Systems Meet Quantum Computing

Dear QF Community,