Yapay Zeka

Up to 30x More Work Per Watt: NVIDIA Vera Rubin NVL72 Sets a New Efficiency Standard for AI Agents

According to OpenRouter data, agentic AI workloads consume 15x more tokens than a simple chat request. Why?

How to encourage smarter AI use in the classroom

This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to apply LLMs across industries. To receive it in your inbox, sign up here. Chatbots took many schools by surprise upon their release a few years ago.

Generalist AI Releases GEN-1.5: A Robot Foundation Model That Learns New Tasks From One 3–12 Second Demo

Generalist AI has released GEN-1.5, a robot foundation model that learns a new physical task from a single demonstration. Drop 3–12 seconds of sensorimotor data into its 30-second context window, and the robot performs the task. No gradient updates, no fine-tuning, no task-specific programming.

Google Research Introduces ME-POIs: A Mobility-Informed Framework that Adds “How a Place Is Used” to Text-Based POI Embeddings

Framework that folds aggregate human movement into text-based place embeddings. Language models describe what a place is; they miss how it is used.

Kids outlearn AI—and we still don’t know why

People have been talking to each other for at least 100,000 years, as best we can tell. And in all that time, there has been only one thing in the world that could learn a human language to perfect fluency: a human child. Now there are two. Four short years after the release of ChatGPT,…

Best GPU Neoclouds 2026: CoreWeave, Nebius, Lambda, Crusoe, and Groq Ranked by Published Pricing and Contracted Power

The five largest GPU neoclouds now run on very different models. CoreWeave and Nebius report to the SEC; Lambda and Crusoe are private and heading toward IPOs; Groq rebuilt itself as an inference cloud after licensing its LPU technology to NVIDIA.

Scientific Data Analysis with LabPlot in Python: Signal Processing, Spectral Peak Fitting, Visualization, and Batch Automation

In this tutorial, we explore a LabPlot-inspired scientific data analysis workflow in Python while preserving the structure and terminology of LabPlot’s aspect tree, analysis kernels, plotting system, and project model.

Harvey Introduces Harvey Tenet: A Kimi K3 Base Post-Trained with Fireworks for Long-Horizon Legal Agent Work

Harvey’s first post-trained model nearly doubles LAB task completion, but only one benchmark number survives independent verification today

Apple @ Work: Most IT leaders want AI to help manage their Macs, but few are ready for it

Apple @ Work is exclusively brought to you by Mosyle, the only Apple Unified Platform. Mosyle is the only solution…

Meet FreeToken: An Edge-Native MoE Serving Engine that Runs 753B GLM-5.2 on a Single Workstation GPU

FreeToken splits MoE cache misses between PCIe fills and CPU execution using measured bandwidths, unlocking frontier models locally

Building an End-to-End Document Intelligence Pipeline with deepDoctection

Build an end-to-end document intelligence pipeline with deepDoctection. This tutorial covers configuring layout analysis, DocTR OCR, and table extraction, while demonstrating how to implement custom services for entity recognition and generate structured JSONL data for your RAG workflows.

Vercel Introduces ‘Is Agentic’, a Free Agent-Readiness Scoring Tool That Audits Public Websites Using Ora’s 100+ Checks

Vercel and Ora launched Is Agentic, a free audit scoring website readiness for AI agents across 118 checks.

ChatGPT’s iPhone app gets a handy shortcut to attach recent photos more quickly

Users who rely on ChatGPT for quick visual searches can now add photos to a conversation more quickly with a…

The Developer’s Guide to NeMo Guardrails for Enterprise AI Safety

In this tutorial, we explore how to design production-grade safety for LLM-based applications using the NeMo Guardrails framework.

Decoding AI’s Open-Source Course Maps Three Ways to Run an Agent Loop and the Provider Economics Behind Each

Most teams treat ‘which model’ as the important decision. The harness engineering literature keeps pointing somewhere else. In LangChain’s Terminal-Bench experiment, changing only the harness—same model throughout—moved a coding agent from roughly 30th place into the top 5.

Building Agentic Document Intelligence Pipelines: Creating Scientific Figures with AutoFigure

This tutorial explores AutoFigure, a practical toolkit for generating professional scientific figures directly from text descriptions and research papers.

ChatGPT could soon let you lock chats behind a PIN or fingerprint

Fixing Temporary Chat’s biggest drawback.

Pixel Watch 5’s AI watch face generator keeps the same form factor feeling fresh [Gallery]

Google’s Pixel Watch 5 isn’t some radical new redesign, but it does bring about some welcome enhancements. And while I’m…

Google Slides gets a new trick for turning presentations into videos

Google Vids is now integrated into Slides, bringing AI-powered video creation and editing tools to presentations.

Measuring benchmark optimization in speech recognition

How Hugging Face Inference Endpoints, Jobs, and Buckets Power Search on Papers with Code

Detailed Timeline of OpenAI’s Cyberattack on Hugging Face

OpenAI presented details of its AI’s model’s cyberattack on Hugging Face at Black Hat last week. Simon Willison details the timeline. It’s really interesting to read through—and really impressive cyberoffense work.

Up to 3.2x Faster Inference with LFM2.5-DSpark

Debates over AI consciousness are a trap

“Runaway” AI, “rogue” agents, and “autonomous” actors—the current rhetoric would have you believe that AI agents are not only awake and aware, but angry at their creators.