AI Reality Check: Why AI Still Struggles With Long‑Term Planning
AI systems excel at short‑term prediction but falter when asked to plan far ahead. This article explores the technical and conceptual reasons behind AI’s struggle with long‑term planning—from temporal discounting and static goals to missing causal models—and highlights emerging breakthroughs in temp...
MIT welcomes David Siegel SM ’86, PhD ’91 as its next Innovation Fellow
Computer scientist, entrepreneur, and philanthropist will collaborate with the MIT Schwarzman College of Computing to advance AI and scientific discovery.
Sakeena Fiza Helps NVIDIA Hardware Succeed at Scale
When Sakeena Fiza describes her work as a validation engineer at NVIDIA, she does so in terms more befitting a detective story than a world-class engineering lab. “Validation engineers look in the shadows and shine a light into every corner,” Fiza said. “Every time we get a system, our first thought...
A Journey through TF-IDF, vector space, and text classification
The post From Words to Vectors: What Happens in Between? appeared first on Towards Data Science.
Spotify’s is giving you the keys to its recommendation algorithm with US launch of ‘Taste Profile’
Spotify is rolling out Taste Profile to Premium users in the U.S., letting listeners see how the streamer understands their tastes and use natural language to reshape their recommendations
RAG vs. Fine-Tuning for Domain Adaptation: When to Use Which
In this article, you will learn the mechanical difference between retrieval-augmented generation and fine-tuning, when each technique is the right tool, and how to decide...
How invideo improves color grading 3x with GPT‑6 Astra
With GPT‑6 Astra, invideo plans edits with greater precision, improves color correction and grading threefold, and produces 50 custom effects in one day.
A beginner-friendly guide to building a world model in Python, letting it daydream its way through CartPole, and accurately measuring when the illusion collapses.
The post How to Make Your First World Model from Scratch appeared first on Towards Data Science.
“We’re already fighting yesterday’s battle”: Greece’s prime minister gets candid about AI
Most leaders on a trade mission stick to the pitch, but when I interviewed Greek Prime Minister Kyriakos Mitsotakis this week, he also admitted that no government is ready for what AI is about to do.
Entropy Can Flow, or It Can Guide. Be Entropy. LEDFlow: Introducing Entropy-guided Generation Order into Uniform Discrete Flow
arXiv:2609.25131v1 Announce Type: new
Abstract: Uniform discrete flow permits repeated updates at every generation position. While continued revision supports correction of wrong tokens, it also exposes correct intermediate predictions to later errors. An experiment on Sudoku puzzles shows that 9.4...