Byron Cook: Neurosymbolic AI at Amazon Web Services
From November 10 to 11, Professor Byron Cook visited the FORSYTE Research Unit at TU Wien Informatics, where he held a lecture describing recent advancements of Neurosymbolic AI at Amazon Web Services (AWS). The talk was held as part of the regular lecture series for the master’s courses Formal Methods in Systems Engineering and Automated Deduction at TU Wien. Byron Cook is a vice president and distinguished scientist at Amazon, program manager at the Defense Advanced Research Projects Agency (DARPA), and a professor at the University College London (UCL). He is well-known for his work on automatic methods for proving program termination and the Terminator termination prover, showcasing that automatic termination proving was impossible. He contributed to Microsoft’s SLAM and Static Driver Verifier. Bryan Cook revived automatic program verification research in various ways and founded Amazon’s Automated Reasoning Group (ARG). He has received multiple awards for his research contributions, notably the Roger Needham Award and the distinction of Fellow of the Royal Academy of Engineering.

"No AGI without Neurosymbolic AI" by Gary Marcus

Keynote - Era of experience (Prof. David Silver)

Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan

Pascal Hitzler "Some Advances in Neurosymbolic AI Related to Ontologies and Knowledge Graphs"

AI Day 2026 | Main stage keynotes - decks

Neurosymbolic AI And Why Reasoning Matters More Than Scale

Vienna Gödel Lecture 2025: Hartmut Neven

The Thinking Game | Full documentary | Tribeca Film Festival official selection

Yann LeCun's $1B Bet Against LLMs

This is not the AI we were promised | The Royal Society

AI Bubble: How AI's push towards IPOs became a death drive | Ed Zitron

MIT 6.S191 (2020): Neurosymbolic AI

A 28-year-old Steve Jobs gives a talk at the 1983 International Design Conference in Aspen

Foundations of Neurosymbolic AI

Why AI Agents are either the best or worst thing we’ve ever built

The future of intelligence | Demis Hassabis (Co-founder and CEO of DeepMind)

Tutorial 1a: Basics of Neurosymbolic Architectures

Learning, Reasoning, and Planning with Neuro-Symbolic Concepts–Jiayuan Mao (MIT)

The Great Security Update: AI ∧ Formal Methods with Kathleen Fisher of RAND & Byron Cook of AWS

