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The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965) , where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and design better machines to improve itself. Yudkowsky (2008) used the …
Scaling laws are one of the most critical empirical findings in deep learning. The observation is simple in form: the training loss $L$ decreases predictably as we scale up model size $N$, dataset size $D$, and compute $C$, following a power-law curve, which appears as a straight…
The Advisory Forum (the Forum) is a general advisory body to the European Commission and the AI Board, established to provide technical expertise, advise them, and to contribute to their tasks under the EU AI Act. It sits within the Act’s broader governance architecture, as one o…
What providers and deployers must do by August 2026
This page aims to provide an overview of the EU AI Act’s enforcement provisions relating to Chapter V, namely the provisions that impose obligations on providers of general-purpose AI (GPAI) models. It also aims to explore the role that other actors can play in the enforcem…
If your business uses AI to screen, rank, or match candidates, the EU now regulates those tools as high-risk systems. Here is what changed, what it means for your operating model, and what you should be doing about it.
This is a guest post written by legal compliance professionals Øystein Endal, Andrea Vcric, Sidsel Nag, Nick Malter and Daylan Araz (see section about authors at the end), drawing on their experience from running or consulting businesses integrating AI. For any questions or sugge…
Posted by the TensorFlow team TensorFlow 2.20 has been released! For ongoing updates related to the multi-backend Keras, please note that all news and releases, starting with Keras 3.0, are now published directly on keras.io . You can find a complete list of all changes in the fu…
This page aims to provide an overview of the EU Whistleblowing Directive (2019) and how it relates to the EU AI Act, as well as provide useful resources for potential whistleblowers. This resource was put together by Santeri Koivula, an EU Fellow at the Future of Life Institute, …
Special thanks to John Schulman for a lot of super valuable feedback and direct edits on this post. Test time compute ( Graves et al. 2016 , Ling, et al. 2017 , Cobbe et al. 2021 ) and Chain-of-thought (CoT) ( Wei et al. 2022 , Nye et al. 2021 ), have led to significant improveme…
Posted by the TensorFlow team TensorFlow 2.19 has been released! Highlights of this release include changes to the C++ API in LiteRT, bfloat16 support for tflite casting, discontinue of releasing libtensorflow packages. Learn more by reading the full release notes . Note: Release…
Posted by Colby Banbury, Emil Njor, Andrea Mattia Garavagno, Vijay Janapa Reddi – Harvard University TinyML is an exciting frontier in machine learning, enabling models to run on extremely low-power devices such as microcontrollers and edge devices. However, the growth of this fi…
