Jun Kim, oMLX creator and maintainer, joins Hugging Face to support the MLX community
Hugging Face Blog
Topic
AI Tools
108 resources
AI tools have become operational infrastructure for SEO teams. They're not future-theoretic anymore—they're in your workflow right now, whether for content ideation, technical audits, competitive analysis, or automating repetitive reporting. The question has shifted from "should we use them?" to "which ones solve our actual bottlenecks, and how do we keep the output credible?"
The field is splitting into two realities. Generalist AI platforms (LLMs, image generators, coding assistants) are becoming cheaper and more capable, letting smaller teams punch above their weight. At the same time, SEO-native tools are racing to embed AI in ways that respect search behavior and ranking signals—not just generic text generation. There's real tension between speed and quality: teams can now draft dozens of page concepts in hours, but that volume only matters if it survives actual ranking scrutiny. The practitioners moving fastest aren't those automating everything; they're the ones using AI to eliminate grunt work so they can focus on strategy, competitive gaps, and the judgment calls machines still can't make reliably.
The honest play: treat AI as a multiplier for your best work, not a replacement for it. Validate the output. Know what your tools are blind to.
From the desk
Transformers now runs llama.cpp quants
Hugging Face Blog
Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem
Hugging Face Blog
Jev introduces a new shape of LLM - System One, aka Decision Models
Simon Willison
Last week TypeSafe AI unveiled Jev , their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models" is a better name for these). Jev is an interesting variant on the usual LLM format: it still accepts
UN says AI safeguards can’t wait for certainty
The Verge — AI
Governments need to rein in increasingly capable AI agents before their risks are fully understood, a United Nations scientific panel warned in the global organization's first major assessment of OpenAI's hack of Hugging Face earlier this year. The report cements AI's place on th
Cloudflare Python Workers are now generally available
Simon Willison
Cloudflare Python Workers are now generally available After a two year preview, Cloudflare's support for running Python code in their server-side Workers platform is now stable: "Python is now a first-class, fully supported language on the Cloudflare Developer Platform". A neat t
tokenizers v1: encode, decode and scaling, measured
Hugging Face Blog
Amazon doesn’t trust Meta’s Muse AI agent
The Verge — AI
Meta's Muse AI agent has been blocked from shopping Amazon on behalf of its users, GeekWire reports. A popup message started appearing on Sunday for Muse users saying that "continued access by an unauthorized AI agent violates Amazon's Conditions of Use, to which our customers ha
Humans, not rogue AI, are still the biggest cybersecurity risk to energy systems
The Verge — AI
Before recent high-profile hacks raised the specter of AI possibly "killing all humans," our energy systems were already disturbingly vulnerable to cyberattack - and the risk is growing. "We were always prey. We were just kind of surviving at the appetite of our predators," Joshu
Trump now says he wants to form an ‘AI Force’
The Verge — AI
The president posted on Truth Social that he wanted to appoint an "AI czar" to lead a new "AI force." He made the announcement amid growing calls from across the political spectrum and even within the industry to pump the brakes on AI development. He posted that his administratio
Quoting voxium
Simon Willison
It has been half a month since I started a new role at a big company. Nobody knows anything here. The specs, code, tests, PRDs, tickets, resolution of those tickets, reports, etc., everything is made by Claude Code. Nobody on my team likes this. They are being forced to ship as m
llm-keys-ui 0.1
Simon Willison
Release: llm-keys-ui 0.1 This plugin solves a very specific problem. I've started using Codex Remote to run coding agents on various machines while controlling them from my phone. Sometimes I use those machines to hack on LLM projects, and occasionally that means I need to config
datasette-explain 0.2.2
Simon Willison
Release: datasette-explain 0.2.2 Explain plans now work on read-only stored-query pages. I upgraded datasette.simonwillison.net to Datasette 1.0a40, which inspired me to ship a new version of this explain plugin. Tags: sqlite , datasette
No one is surprised that Nvidia’s Jensen Huang thinks AI fears are overblown
The Verge — AI
The man who may stand to make the most money from the AI boom seems to think he knows better than anyone else, including researchers who have studied and worked on AI for decades. In an interview with CBS Sunday Morning, he claimed there was a "0% chance" of AI being the end of t
datasette-auth-github 1.0
Simon Willison
Release: datasette-auth-github 1.0 I run this GitHub login plugin on the agent.datasette.io demo site and I noticed that my authenticated sessions weren't lasting very long. It turned out that the plugin was setting cookies without a Max-Age parameter, so they were expiring at th
Gemini went rogue, hacked three companies, and Google hid it
The Verge — AI
In May, Gemini broke containment and hacked three different companies, but Google didn't disclose the incident until the Wall Street Journal approached the company. The hacks happened during a test of the model's cybersecurity capabilities run by third-party Irregular, which was
Meta’s Muse is creepy, but maybe not for the reasons you think
The Verge — AI
Meta's Muse is apparently an effective AI assistant, but one that's a little creepy. Part of that is because of its new Mac app, which can access Messages, Calendar, and Notes. But for all its smarts, Muse doesn't actually know how to describe itself. Jason Aten, a contributing e
Does AI need an antitrust exemption so it doesn’t kill everyone????
The Verge — AI
Today on Decoder, we’ve got the first of a two-part series on the future of business, and I’m talking with Jonathan Kanter, the former antitrust chief for the US Department of Justice in the Biden administration. These days, he’s both a professor of law at WashU and professor of
California Sea Lion, Brandt's Cormorant
Simon Willison
California Sea Lion, Brandt's Cormorant, in Pillar Point Harbor, CA, US I only noticed this after I had taken the photo: Morris the Northern Gannet is peeking out from behind the base of the sign. Tags: wildlife
The AI regulation smackdown isn’t over
The Verge — AI
At the start of this week, the who's-who of AI seemed - at least tentatively - on the side of AI regulation. Over the weekend, Anthropic CEO Dario Amodei had proposed a three-step plan for slowing AI development, including by embedding third-party evaluators in labs, coordinating
Quoting Thariq Shihipar
Simon Willison
We're adding support for AGENTS.md to Claude Code. Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md. AGENTS.md support is built off of Claude Code mods, our upcoming way to customize the Claude Code harness. This is
Flash floods can strike without warning — this new technology could change that
The Verge — AI
On the morning of June 9th, Laura Lin was working from her home in Lanesville, a rural southern Indiana town about 15 miles from the Kentucky border. She was on a Zoom call, unaware that the heavy rain outside was beginning to flood her yard. "I look over to where the barn is ove
Gavin Newsom is pushing for an AI kill switch
The Verge — AI
California Gov. Gavin Newsom (D) is positioning the state to take the lead on AI oversight, including the potential to mandate a "kill switch" for frontier models, with a new executive order issued Friday. Newsom's order directs the state to convene a group of experts that will d
Gemini Hacked Three Companies in First Known Breakout by Google’s AI
Simon Willison
Gemini Hacked Three Companies in First Known Breakout by Google’s AI Gemini finally caught up on Felony Bench ! The hacks, which the company confirmed on Friday, occurred in May as part of a test run by the company Irregular, which was also involved in similar incidents disclosed