Future News, Today
Most LLM agents work well for short tool-calling loops but start to break down when the task becomes multi-step, stateful, and artifact-heavy. LangChain’s Deep Agents is designed for that gap.…
Why Document OCR Still Remains a Hard Engineering Problem? What does it take to make OCR useful for real documents instead of clean demo images? And can a compact multimodal…
In this tutorial, we build a workflow using Outlines to generate structured and type-safe outputs from language models. We work with typed constraints like Literal, int, and bool, and design…
<!– –> Understanding the behavior of complex machine learning systems, particularly Large Language Models (LLMs), is a critical challenge in modern artificial intelligence. Interpretability research aims to make the decision-making…
Apple’s new MacBook Neo isn’t just the most affordable MacBook — it’s also the company’s most repairable laptop in “about fourteen years.”
The Army described this as a single enterprise contract consolidating more than 120 separate “procurement actions.”
Honda’s decision to kill its three EVs for the U.S. market will reverberate far beyond North America.
These layoffs could help Facebook’s parent company offset its aggressive spending on AI infrastructure, as well as AI-related acquisitions and hiring.
In a curious turn of events, the U.S. government has pulled the plug on a proposal that was meant to regulate the export of artificial-intelligence chips around the world. The…
What if AI-assisted coding became more reliable by separating product planning, engineering review, release, and QA into distinct operating modes? That is the idea behind Garry Tan’s gstack, an open-source…