Hcompany has officially released a new model on Hugging Face called **Holotron-12B**, positioned as a "High Throughput Computer Use Agent." Although only the…
This article, from Nathan Lambert's well-known AI newsletter Interconnects, offers a deep examination of the critical turning point that open-source language…
Vercel has officially announced support for deploying and hosting LiteLLM servers. LiteLLM is a highly popular open-source LLM proxy and API gateway tool in…
This issue of Import AI (No. 449) dives deep into several core frontier topics in the current AI landscape, spanning technical breakthroughs and broad…
The official Hugging Face blog has announced the launch of "Storage Buckets" on the Hugging Face Hub. This is a cloud object storage service designed…
With the success of reasoning models such as DeepSeek-R1, reinforcement learning (RL/RLHF) has become a critical technique for improving the alignment and…
Hugging Face has officially released version 0.5.0 of its open-source robot learning library, LeRobot, under the theme "Scaling Every Dimension." Since its…
As large language models (LLMs) push the demand for long context toward the million-token scale, the VRAM of a single GPU can no longer accommodate the…
In this column published in Interconnects, author Nathan Lambert cites the latest observations from policy expert Dean Ball on the high-profile "Anthropic v…
As large language models (LLMs) continue to evolve, the traditional pure-Transformer architecture faces physical bottlenecks in computational efficiency and…
Hugging Face has entered into a deep collaboration with semiconductor giant NXP (NXP Semiconductors), aimed at solving the challenge of deploying advanced…
The Hugging Face official blog has announced the launch of "Modular Diffusers" — a major architectural overhaul of its widely popular `diffusers` library. In…
This is Issue #19 of the "Latest Open Artifacts" column by well-known AI industry analyst Nathan Lambert, opening with "Welcome to the year of the horse!" It…
Mixture of Experts (MoE) has become the mainstream architecture for current large language models (LLMs). This article takes an in-depth look at how MoE…
Anthropic recently published research on "distillation attacks," defining the practice of external developers using its API outputs to train other models as a…
Vercel announced the release of a new npm package called `chat` (installable via `npm i chat`) in its Changelog, with the core vision of "One codebase, every…
Hugging Face's official blog has announced exciting news for the open-source AI community: Hugging Face has formed a deep partnership with Unsloth — the…
A historic milestone has arrived in the open-source AI world: GGML and llama.cpp — the open-source projects founded by Georgi Gerganov that laid the…
Vercel announced on February 19, 2026 in its Changelog that its AI Gateway service now officially supports the open-source video generation model Wan…
Vercel has recently announced that its AI Gateway now officially extends support to "Video Generation" models. As AI video generation technology (such as…
### The Pain Points of Enterprise AI Agents in Production: Why Do They Keep Failing? As large language models (LLMs) have rapidly advanced, enterprises have…
With the explosion of large language models (LLMs) in the code generation space, features like Claude Artifacts that can "generate a complete web application…
This article by Nathan Lambert takes a deep dive into the tangled competitive dynamics between open-source and closed-source AI models. Lambert argues that…
Vercel has officially announced in its update that its AI Gateway service now supports the Qwen 3.5 Plus model. Vercel AI Gateway is a platform designed for…
As the demand for computational efficiency in deep learning models continues to grow, writing custom CUDA kernels (GPU core programs) has become a key…
As AI Agent (intelligent agent) technology advances rapidly, evaluating how these agents perform in the real world has become one of the greatest challenges…
Vercel has recently made an important update to its MCP (Model Context Protocol) server, enabling AI Agents to directly access and analyze Runtime Logs from…
Hugging Face officially published Transformers.js v4 on NPM, marking a major milestone for running local AI models within the JavaScript ecosystem…
In today's era of rapid AI advancement, major model vendors and research institutions are releasing all manner of "leaderboards" to claim their models surpass…
This blog post from Hugging Face, written in February 2026 — marking the one-year anniversary of the "DeepSeek Moment" (when DeepSeek-R1 and V3 shook the…