Issue #250
July 3, 2024
- 1. Financial services shun AI over job and regulatory fears [ft.com]
- 2. LLM Performances are plateauing [huggingface.co]
- 3. The Illustrated Transformer [jalammar.github.io]
- 4. Modern Good Practices for Python Development [stuartellis.name]
- 5. What is Joint Embedding Predictive Architecture (JEPA)? [turingpost.com]
- 6. GraphRAG: New tool for complex data discovery now on GitHub
- 7. Trying Kolmogorov-Arnold Networks in Practice [cprimozic.net]
- 8. How AI Revolutionized Protein Science, but Didn’t End It [quantamagazine.org]
- • Reconstructing higher-order interactions in coupled dynamical systems (F. Malizia, A. Corso, L. V. Gambuzza, G. Russo, V. Latora, M. Frasca)
- • Local Network Interaction as a Mechanism for Wealth Inequality (S.-T. Yu, P. Wang, C. W. Kabudula, D. Gareta, G. Harling, B. Houle)
- • How Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model (F. Cagnetta, L. Petrini, U. M. Tomasini, A. Favero, M. Wyart)
- • Emergence of Complex Network Topologies from Flow-Weighted Optimization of Network Efficiency (S. Bontorin, G. Cencetti, R. Gallotti, B. Lepri, M. De Domenico)
- • Timeliness criticality in complex systems (J. Moran, M. Romeijnders, P. Le Doussal, F. P. Pijpers, U. Weitzel, D. Panja, J.-P. Bouchaud)
- • Detecting hallucinations in large language models using semantic entropy (S. Farquhar, J. Kossen, L. Kuhn, Y. Gal)
- • Financial Machine Learning (B. T. Kelly, D. Xiu)
Why Does Mathematics Describe Reality?
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