Quoting Thomas Dohmke

You know what else we noticed in the interviews? Developers rarely mentioned “time saved” as the core benefit of working in this new way with agents. They were all about …

When a Jira Ticket Can Steal Your Secrets

Zenity Labs describe a classic lethal trifecta attack, this time against Cursor, MCP, Jira and Zendesk. They also have a short video demonstrating the issue. Zendesk support emails are often …

My Lethal Trifecta talk at the Bay Area AI Security Meetup

I gave a talk on Wednesday at the Bay Area AI Security Meetup about prompt injection, the lethal trifecta and the challenges of securing systems that use MCP. It wasn’t …

AI エージェントがインタラクティブな UI を返すことを可能にする MCP UI

MCP UI は Model Context Protocol (MCP) を拡張して、AI エージェントがインタラクティブな UI コンポーネントを返すことを可能にする仕組みです。これにより、AI エージェントとのチャットの返答としてグラフや画像ギャラリー、購入フォームなどを表示できます。この記事では MCP UI の SDK を利用して、AI エージェントがインタラクティブな UI コンポーネントを返す方法を試してみます。

Quoting @pearlmania500

I have a toddler. My biggest concern is that he doesn't eat rocks off the ground and you're talking to me about ChatGPT psychosis? Why do we even have that? …

Quoting Sam Altman

GPT-5 rollout updates: We are going to double GPT-5 rate limits for ChatGPT Plus users as we finish rollout. We will let Plus users choose to continue to use 4o. …

The surprise deprecation of GPT-4o for ChatGPT consumers

I’ve been dipping into the r/ChatGPT subreddit recently to see how people are reacting to the GPT-5 launch, and so far the vibes there are not good. This AMA thread …

Previewing GPT-5 at OpenAI's office

A couple of weeks ago I was invited to OpenAI's headquarters for a "preview event", for which I had to sign both an NDA and a video release waiver. I …

GPT-5: Key characteristics, pricing and model card

I’ve had preview access to the new GPT-5 model family for the past two weeks, and have been using GPT-5 as my daily-driver. It’s my new favorite model. It’s still …

GPT-5 まとめ

Introducing Usage-Based Agent Credits

Starting August 14, AI Credits shift to usage-based pricing. Pay for tokens used, not messages sent. Credits roll over with caps.

Jules, our asynchronous coding agent, is now available for everyone

I wrote about the Jules beta back in May. Google's version of the OpenAI Codex PR-submitting hosted coding tool graduated from beta today. I'm mainly linking to this now because …

Qwen3-4B Instruct and Thinking

Yet another interesting model from Qwen - these are tiny compared to their other recent releases (just 4B parameters, 7.5GB on Hugging Face and even smaller when quantized) but with …

Quoting Artificial Analysis

gpt-oss-120b is the most intelligent American open weights model, comes behind DeepSeek R1 and Qwen3 235B in intelligence but offers efficiency benefits [...] We’re seeing the 120B beat o3-mini but …

No, AI is not Making Engineers 10x as Productive

Colton Voege on "curing your AI 10x engineer imposter syndrome". There's a lot of rhetoric out there suggesting that if you can't 10x your productivity through tricks like running a …

OpenAI's new open weight (Apache 2) models are really good

The long promised OpenAI open weight models are here, and they are very impressive. They’re available under proper open source licenses—Apache 2.0—and come in two sizes, 120B and 20B. OpenAI’s …

Claude Opus 4.1

Surprise new model from Anthropic today - Claude Opus 4.1, which they describe as "a drop-in replacement for Opus 4". My favorite thing about this model is the version number …

Quoting greyduet on r/teachers

I teach HS Science in the south. I can only speak for my district, but a few teacher work days in the wave of enthusiasm I'm seeing for AI tools …

ChatGPT agent's user-agent

I was exploring how ChatGPT agent works today. I learned some interesting things about how it exposes its identity through HTTP headers, then made a huge blunder in thinking it …

Usage charts for my LLM tool against OpenRouter

OpenRouter proxies requests to a large number of different LLMs and provides high level statistics of which models are the most popular among their users. Tools that call OpenRouter can …

Qwen-Image: Crafting with Native Text Rendering

Not content with releasing six excellent open weights LLMs in July, Qwen are kicking off August with their first ever image generation model. Qwen-Image is a 20 billion parameter MMDiT …

Quoting @himbodhisattva

for services that wrap GPT-3, is it possible to do the equivalent of sql injection? like, a prompt-injection attack? make it think it's completed the task and then get access …

I Saved a PNG Image To A Bird

Benn Jordan provides one of the all time great YouTube video titles, and it's justified. He drew an image in an audio spectrogram, played that sound to a talented starling …

Quoting Nick Turley

This week, ChatGPT is on track to reach 700M weekly active users — up from 500M at the end of March and 4× since last year.

LLMs are facing a QA crisis: Here’s how we could solve it

Discover how LLM QA isn’t just a tooling gap — it’s a fundamental shift in how we think about software reliability.

XBai o4

Yet another open source (Apache 2.0) LLM from a Chinese AI lab. This model card claims: XBai o4 excels in complex reasoning capabilities and has now completely surpassed OpenAI-o3-mini in …

🥇Top AI Papers of the Week

The Top AI Papers of the Week (July 28 - August 3)

次期GPT系モデルかもしれない「Horizon Beta」のコーディング性能を検証する

2025年7月30日、OpenRouter上に「Horizon Alpha」という詳細不明のステルスモデルが登場しました。その後「Horizon Beta」という名前に置き換わりました。このモデルは、OpenAIの次期モデルのテスト用ではないか？と注目を集めています。今回は、このモデルの性能をコーディングタスクで検証しました。 https://openrouter.ai/openrouter/horizon-beta 特徴 * コンテキストウィンドウ: 256K（GPT-4.1の1M、o3/o4-miniの200Kと比較して中規模） * スループット: 126.9 tps（Sonnet 4の64.50 tpsの約2倍。コーディング時に体感で早い） * Reasoning機構: なし 本当にOpenAI系のモデルなのか？ OpenAI系のモデルである可能性が議論されています。過去にもQuasar Alpha/Optimus AlphaがGPT-4.1リリース前に登場した経緯があり、今回も同様のパターンかもしれません。 直系のGPT-5ならコンテキストウィンドウは１M

コーディングのための LLM モデル Qwen3-Coder を試してみた

Alibaba が開発した Qwen3-Coder を使用したコーディングエージェント Qwen Code を試してみた記事です。OpenRouter 経由での認証設定、コードベースの調査、リファクタリング、テストコード生成などの実際の使用例を紹介しています。

🤖 AI Agents Weekly: GLM-4.5, AI SDK 5, Video Overviews, ChatGPT Study Mode, Context engineering Tips, AlphaEarth Foundations

GLM-4.5, AI SDK 5, Video Overviews, ChatGPT Study Mode, Context engineering Tips, AlphaEarth Foundations

Serena MCPはClaude Codeを救うのか？

「Claude Codeがアホになる問題」が勃発している最中、SerenaというMCPサーバーが「Claude Codeのコンテキスト消費を削減し、応答を改善する」という評価でユーザーたちの間で注目されています。 筆者も実際にSerenaを使ってみたところ、確かにコンテキスト効率の改善（入出力トークンの減少を指します）を実感できました。詳しく調べてみると、このツールは非常にユニークな発想で設計されており、一過性の流行として消費されるには惜しいと感じました。 そこで、本記事では、この機能の背景にある技術的な仕組みを詳しく解説したいと思います。実際の検証も交えながら、Serenaのアーキテクチャとその効果を分析していきます。 現在のコーディングエージェントが抱える課題 現在のコーディングエージェントの多くは、コードを単なるテキストファイルとして扱って逐次的な処理をしています。この根本的なアプローチが、制約を生み出しています。 大規模なプロジェクトで作業する際、エージェントは必要な情報を見つけるために膨大なテキストを読み込まなければなりません。関数の定義を探すだけでも、リポジトリ

Faster inference

Two interesting examples of inference speed as a flagship feature of LLM services today. First, Cerebras announced two new monthly plans for their extremely high speed hosted model service: Cerebras …

Deep Think in the Gemini app

Google released Gemini 2.5 Deep Think this morning, exclusively to their Ultra ($250/month) subscribers: It is a variation of the model that recently achieved the gold-medal standard at this year's …

July newsletter for sponors is out

This morning I sent out the third edition of my LLM digest newsletter for my $10/month and higher sponsors on GitHub. It included the following section headers: Claude Code Model …

Quoting Logan Kilpatrick

Gemini Deep Think, our SOTA model with parallel thinking that won the IMO Gold Medal 🥇, is now available in the Gemini App for Ultra subscribers!! [...] Quick correction: this …

Reverse engineering some updates to Claude

Anthropic released two major new features for their consumer-facing Claude apps in the past couple of days. Sadly, they don’t do a very good job of updating the release notes …

Quoting Christina Wodtke

The old timers who built the early web are coding with AI like it's 1995. Think about it: They gave blockchain the sniff test and walked away. Ignored crypto (and …

More model releases on 31st July

Here are a few more model releases from today, to round out a very busy July: Cohere released Command A Vision, their first multi-modal (image input) LLM. Like their others …

Trying out Qwen3 Coder Flash using LM Studio and Open WebUI and LLM

Qwen just released their sixth model(!) for this July called Qwen3-Coder-30B-A3B-Instruct—listed as Qwen3-Coder-Flash in their chat.qwen.ai interface. It’s 30.5B total parameters with 3.3B active at any one time. This means …

Windsurf vs. Cursor: When to choose the challenger

Explore Windsurf AI’s Cascade agent, IDE integration, pricing, and how it stacks up against Cursor in this hands-on developer-focused comparison.

Claude Codeがアホになる問題

最近一部のClaude Codeユーザーの間で「性能が急激に劣化している」という報告が多発しています。具体的には、指示の内容を忘れて見当違いの作業をするというもので「これはClaude Codeのコンテキスト処理の問題ではないか？」と憶測を呼んでいます。 ※この話題はバージョン1.0.63時点のものです。 「バージョン1.0.24に固定せよ」 この問題に対して、ユーザーからの報告と対処法が以下で擬音されています。 Critical: Claude Code context amnesia causes silent code deletion · Issue #4487 · anthropics/claude-codeEnvironment Platform: Claude Code CLI Claude CLI version: 1.0.61 Operating System: macOS 15.5 (Build 24F74) Terminal: Terminal App

Ollama's new app

Ollama has been one of my favorite ways to run local models for a while - it makes it really easy to download models, and it's smart about keeping them …

GLM-4.5 Meets SGLang: Reasoning, Coding, and Agentic Abilities

<p>Today, we are excited to introduce our latest flagship models <a href="https://huggingface.co/zai-org/GLM-4.5">GLM-4.5</a> and <a href="https://huggingfac...

Quoting Steve Krouse

When you vibe code, you are incurring tech debt as fast as the LLM can spit it out. Which is why vibe coding is perfect for prototypes and throwaway projects: …

The best available open weight LLMs now come from China

Something that has become undeniable this month is that the best available open weight models now come from the Chinese AI labs. I continue to have a lot of love …

Qwen3-30B-A3B-Thinking-2507

Yesterday was Qwen3-30B-A3B-Instruct-2507. Qwen are clearly committed to their new split between reasoning and non-reasoning models (a reversal from Qwen 3 in April), because today they released the new reasoning …

OpenAI: Introducing study mode

New ChatGPT feature, which can be triggered by typing /study or by visiting chatgpt.com/studymode. OpenAI say: Under the hood, study mode is powered by custom system instructions we’ve written in …

Qwen/Qwen3-30B-A3B-Instruct-2507

New model update from Qwen, improving on their previous Qwen3-30B-A3B release from late April. In their tweet they said: Smarter, faster, and local deployment-friendly. ✨ Key Enhancements: ✅ Enhanced reasoning, …

Quoting Nilay Patel

Our plan is to build direct traffic to our site. and newsletters just one kind of direct traffic in the end. I don’t intend to ever rely on someone else’s …

LLMエージェントオブサーバビリティ基盤についてまとめてみた

AI ShiftのTECH BLOGです。AI技術の情報や活用方法などをご案内いたします。

Quoting Anthropic

We’re rolling out new weekly rate limits for Claude Pro and Max in late August. We estimate they’ll apply to less than 5% of subscribers based on current usage. [...] …

GLM-4.5: Reasoning, Coding, and Agentic Abililties

Another day, another significant new open weight model release from a Chinese frontier AI lab. This time it's Z.ai - who rebranded (at least in English) from Zhipu AI a …

Enough AI copilots! We need AI HUDs

Geoffrey Litt compares Copilots - AI assistants that you engage in dialog with and work with you to complete a task - with HUDs, Head-Up Displays, which enhance your working …

🥇Top AI Papers of the Week

The Top AI Papers of the Week (July 21 - 27)

Kimi K2とLLMのベンチマークスコア

Kimi K2は、中国のMoonshot AIが開発したオープンウェイトの大規模言語モデルです。2025年1月20日に公開されたKimi k1.5以来のKimiの第4世代目のモデルです。 Kimi K2: Open Agentic IntelligenceKimi K2 is our latest Mixture-of-Experts model with 32 billion activated parameters and 1 trillion total parameters. It achieves state-of-the-art performance in frontier knowledge, math, and coding among non-thinking models. 特徴として、128Kトークンのコンテキストウィンドウがあります。参考までにClaude 4が200kでGemini 2.5 が100M。Grok4は256kです。 また、

🤖 AI Agents Weekly: Lovable Agents, GitHub Spark, Qwen3-Coder, Search Arena, Awesome Context Engineering

Lovable Agents, GitHub Spark, Qwen3-Coder, Search Arena, Awesome Context Engineering

Official statement from Tea on their data leak

Tea is a dating safety app for women that lets them share notes about potential dates. The other day it was subject to a truly egregious data leak caused by …

完全自律型AIエージェントのベンチマーク(2): Codex、Jules、OpenHandsを加えて

TL;DR * Devinは長時間タスクの完走能力が他のエージェントより優れています。その分コストも高いです。 * Claude Code Actionはタスク実行速度が最も速く、成功率も高いです。コストパフォーマンスも高いです。 * その他のエージェントは内部セッションタイムアウトがあり、タスクを中断します。長時間タスクには向きません。 最終結果 エージェント名 完了問題数／実行時間 コスト 1問あたり 正解数／正解率 結果 🏅Devin 98問／216分 $36 $0.37 92問／91.1% 長時間タスク完遂能力抜群、コスト高 🥈Claude Code Action 92問／42分 $7.89 $0.09 65問／64.4% 最速・高コスパ 🥉GitHub Copilot Coding Agent

Claude Code でカスタムサブエージェントを作成する

Claude Code では特定の種類のタスクを処理するために呼び出されるカスタムサブエージェントを作成できます。カスタムサブエージェントを使用することでメインの会話セッションとは別に独立したコンテキストウィンドウを持つことができ、コンテキストの汚染を防ぐことができます。この記事では、Claude Code でカスタムサブエージェントを作成する方法とその利点について解説します。

Qwen3-235B-A22B-Thinking-2507

The third Qwen model release week, following Qwen3-235B-A22B-Instruct-2507 on Monday 21st and Qwen3-Coder-480B-A35B-Instruct on Tuesday 22nd. Those two were both non-reasoning models - a change from the previous models in …

AI + a16z Podcast: Vibe Coding, Security Risks, and the Path to Progress

Socket CEO Feross Aboukhadijeh and a16z partner Joel de la Garza discuss vibe coding, AI-driven software development, and how the rise of LLMs, despit...

SpecForge: Accelerating Speculative Decoding Training for SGLang

<p>Speculative decoding is a powerful technique for accelerating Large Language Model (LLM) inference. In this blog post, we are excited to announce the open...

Using GitHub Spark to reverse engineer GitHub Spark

GitHub Spark was released in public preview yesterday. It’s GitHub’s implementation of the prompt-to-app pattern also seen in products like Claude Artifacts, Lovable, Vercel v0, Val Town Townie and Fly.io’s …

Quoting Recurse Center

[...] You learn best and most effectively when you are learning something that you care about. Your work becomes meaningful and something you can be proud of only when you …

Instagram Reel: Veo 3 paid preview

@googlefordevs on Instagram published this reel featuring Christina Warren with prompting tips for the new Veo 3 paid preview (mp4 copy here). (Christine checked first if I minded them using …

TimeScope: How Long Can Your Video Large Multimodal Model Go?

New open source benchmark for evaluating vision LLMs on how well they handle long videos: TimeScope probes the limits of long-video capabilities by inserting several short (~5-10 second) video clips---our …

1KB JS Numbers Station

Terence Eden built a neat and weird 1023 byte JavaScript demo that simulates a numbers station using the browser SpeechSynthesisUtterance, which I hadn't realized is supported by every modern browser …

Quoting Dave White

like, one day you discover you can talk to dogs. it's fun and interesting so you do it more, learning the intricacies of their language and their deepest customs. you …

Quoting ICML 2025

Submitting a paper with a "hidden" prompt is scientific misconduct if that prompt is intended to obtain a favorable review from an LLM. The inclusion of such a prompt is …

Qwen3-Coder: Agentic Coding in the World

It turns out that as I was typing up my notes on Qwen3-235B-A22B-Instruct-2507 the Qwen team were unleashing something much bigger: Today, we’re announcing Qwen3-Coder, our most agentic code model …

Qwen/Qwen3-235B-A22B-Instruct-2507

Significant new model release from Qwen, published yesterday without much fanfare. This is a follow-up to their April release of the full Qwen 3 model family, which included a Qwen3-235B-A22B …

Subliminal Learning: Language Models Transmit Behavioral Traits via Hidden Signals in Data

This new alignment paper from Anthropic wins my prize for best illustrative figure so far this year: The researchers found that fine-tuning a model on data generated by another model …

Our contribution to a global environmental standard for AI

Mistral have released environmental impact numbers for their largest model, Mistral Large 2, in more detail than I have seen from any of the other large AI labs. The methodology …

Gemini 2.5 Flash-Lite is now stable and generally available

The last remaining member of the Gemini 2.5 trio joins Pro and Flash in General Availability today. Gemini 2.5 Flash-Lite is the cheapest of the 2.5 family, at $0.10/million input …

AIコーディングハンズオンの講師をやりました(株式会社DeNA様の事例)

Textual v4.0.0: The Streaming Release

Will McGugan may no longer be running a commercial company around Textual, but that hasn't stopped his progress on the open source project. He recently released v4 of his Python …

tidwall/pogocache

New project from Josh Baker, author of the excellent tg C geospatial libarry (covered previously) and various other interesting projects: Pogocache is fast caching software built from scratch with a …

Advanced version of Gemini with Deep Think officially achieves gold-medal standard at the International Mathematical Olympiad

OpenAI beat them to the punch in terms of publicity by publishing their results on Saturday, but a team from Google Gemini achieved an equally impressive result on this year's …

Quoting Daniel Litt

An AI tool that gets gold on the IMO is obviously immensely impressive. Does it mean math is “solved”? Is an AI-generated proof of the Riemann hypothesis clearly on the …

The top 15 MCP servers for your AI projects

Explore 15 essential MCP servers for web developers to enhance AI workflows with tools, data, and automation.

Coding with LLMs in the summer of 2025 (an update)

Salvatore Sanfilippo describes his current AI-assisted development workflow. He's all-in on LLMs for code review, exploratory prototyping, pair-design and writing "part of the code under your clear specifications", but warns …

🥇Top AI Papers of the Week

The Top AI Papers of the Week (July 14 - 20)

Quoting Armin Ronacher

Every day someone becomes a programmer because they figured out how to make ChatGPT build something. Lucky for us: in many of those cases the AI picks Python. We should …

Quoting Tim Sweeney

There’s a bigger opportunity in computer science and programming (academically conveyed or self-taught) now than ever before, by far, in my opinion. The move to AI is like replacing shovels …

Deploying Kimi K2 with PD Disaggregation and Large-Scale Expert Parallelism on 128 H200 GPUs

<h2><a id="1️⃣-introduction-deploying-the-most-advanced-open-source-moe-model" class="anchor" href="#1️⃣-introduction-deploying-the-most-advanced-open-source...

OpenAI's gold medal performance on the International Math Olympiad

OpenAI research scientist Alexander Wei: I’m excited to share that our latest @OpenAI experimental reasoning LLM has achieved a longstanding grand challenge in AI: gold medal-level performance on the world’s …

🤖 AI Agents Weekly: ChatGPT Agent, Gemini Embeddings, Agent Leaderboard v2, Voxtral, CRMAgent

ChatGPT Agent, Gemini Embeddings, Agent Leaderboard v2, Voxtral, CRMAgent

Kiroとコンテキストエンジニアリングの時流

Kiro(kiro.dev)は、AWSが開発したIDE型のコーディングエージェントです。CursorやWindsurfのようなVS Codeフォークエディタに分類されます。現在はパブリックプレビュー中で、サインアップするとKiroでClaude Sonnet 3.7 とClaude 4 Sonnetを利用できます。 KiroThe AI IDE for prototype to productionKiro Kiroの特徴は、スペック駆動開発、エージェントフック、ステアリングファイルといった独自の機能を通じて、ソフトウェア開発のライフサイクル全体を支援します。それぞれ見ていきましょう。 スペック (Specs)駆動開発 Kiroの中核をなすのが「スペック＝仕様書」機能です。これは、ユーザーが入力した大まかな指示（例：「ユーザー認証機能を追加して」）をもとに、AIが「要件定義」「設計」「タスクリスト」という3段階のドキュメントを自動で生成するものです。 Markdownファイルが.kiro/specs/${task}/配下にタスク単位で生成されます。

New tags

A few months I added a tool to my blog for bulk-applying tags to old content. It works as an extension to my existing search interface, letting me run searches …

Quoting Steve Yegge

So one of my favorite things to do is give my coding agents more and more permissions and freedom, just to see how far I can push their productivity without …

Quoting Paul Kedrosky

One analyst recently speculated (via Ed Conard) that, based on Nvidia's latest datacenter sales figures, AI capex may be ~2% of US GDP in 2025, given a standard multiplier. [...] …

How to run an LLM on your laptop

I talked to Grace Huckins for this piece from MIT Technology Review on running local models. Apparently she enjoyed my dystopian backup plan! Simon Willison has a plan for the …

ChatGPT agent の発表まとめ

How to build better AI apps in React with MediaPipe’s latest APIs

Build an AI-powered object detection app in React using MediaPipe's latest Tasks API, run models in-browser with no backend setup.

AI won’t fix bad thinking — use it to challenge you instead

AI agrees too easily. That’s a problem. Learn how to prompt it to challenge your thinking and improve your product decisions.

Accelerating SGLang with Multiple Token Prediction

<h2><a id="tldr" class="anchor" href="#tldr" aria-hidden="true"><svg aria-hidden="true" class="octicon octicon-link" height="16" version="1.1" viewbox="0 0 1...

Voxtral

Mistral released their first audio-input models yesterday: Voxtral Small and Voxtral Mini. These state‑of‑the‑art speech understanding models are available in two sizes—a 24B variant for production-scale applications and a 3B …

common-pile/caselaw_access_project

Enormous openly licensed (I believe this is almost all public domain) training dataset of US legal cases: This dataset contains 6.7 million cases from the Caselaw Access Project and Court …

How to build unified AI interfaces using the Vercel AI SDK

Learn how to use the Vercel AI SDK to build modern, multimodal frontend apps with streaming, function calling, image analysis, voice output, and generative UI.

How to support new VLMs into SGLang: A Case Study with NVILA

<p>The world of LLMs is evolving at a remarkable pace, with Visual Language Models (VLMs) at the forefront of this revolution. These models power application...

Reflections on OpenAI

Calvin French-Owen spent just over a year working at OpenAI, during which time the organization grew from 1,000 to 3,000 people and Calvin found himself in "the top 30% by …

xAI: "We spotted a couple of issues with Grok 4 recently that we immediately investigated & mitigated"

They continue: One was that if you ask it "What is your surname?" it doesn't have one so it searches the internet leading to undesirable results, such as when its …

AI compliance: A core product competency you shouldn’t skip

AI governance is now a product feature. Learn how to embed trust, transparency, and compliance into your build cycles.

Access State-of-the-Art LLM models at cost via OpenHands GUI and CLI

Announcing a new OpenHands LLM provider that enables access to state-of-the-art (SOTA) agentic coding models like Claude Sonnet 4, Devstral Small, Devstral Medium, Gemini 2.5 Pro, and o4-mini at cost – without any additional pricing markup.

AWS の エージェント IDE Kiro を使ってみた

Kiro は AWS が開発した IDE 内蔵型の AI コーディングエージェントです。Kiro の特徴は単なるバイブコーディングにとどまらず、スペックを使用して仕様駆動開発でアプリケーションを開発できることです。この記事では Kiro を使ったアプリケーション開発の流れを紹介します。

Application development without programmers

This book by James Martin, published in 1982, includes the following in the preface: Applications development did not change much for 20 years, but now a new wave is crashing …

ccusage

Claude Code logs detailed usage information to the ~/.claude/ directory. ccusage is a neat little Node.js tool which reads that information and shows you a readable summary of your usage …

Cost Effective Deployment of DeepSeek R1 with Intel® Xeon® 6 CPU on SGLang

<p>The impressive performance of DeepSeek R1 marked a rise of giant Mixture of Experts (MoE) models in Large Language Models (LLM). However, its massive mode...

🥇Top AI Papers of the Week

The Top AI Papers of the Week (July 7 - 13)

サンドボックス環境を MCP サーバーで提供する Container Use

AI コーディングエージェントは便利ですが、任意の Bash コマンドを実行できるため、ユーザーのシステムに影響を与える可能性があります。Container Use は MCP サーバーとして動作し、AI コーディングエージェントにサンドボックス環境を提供します。この記事では Container Use の利用方法について紹介します。

🤖 AI Agents Weekly: Grok 4, Context Engineering Guide, Kimi K2, SmolLM3, MedGemma 27B, AI SDK 5

Grok 4, Context Engineering Guide, Kimi K2, SmolLM3, MedGemma 27B, AI SDK 5

Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

METR - for Model Evaluation & Threat Research - are a non-profit research institute founded by Beth Barnes, a former alignment researcher at OpenAI (see Wikipedia). They've previously contributed to …

Grok 4 Heavy won't reveal its system prompt

Grok 4 Heavy is the "think much harder" version of Grok 4 that's currenly only available on their $300/month plan. Jeremy Howard relays a report from a Grok 4 Heavy …

Quoting @grok

On the morning of July 8, 2025, we observed undesired responses and immediately began investigating. To identify the specific language in the instructions causing the undesired behavior, we conducted multiple …

Musk’s latest Grok chatbot searches for billionaire mogul’s views before answering questions

I got quoted a couple of times in this story about Grok searching for tweets from:elonmusk by Matt O’Brien for the Associated Press. “It’s extraordinary,” said Simon Willison, an independent …

moonshotai/Kimi-K2-Instruct

Colossal new open weights model release today from Moonshot AI, a two year old Chinese AI lab with a name inspired by Pink Floyd’s album The Dark Side of the …

Quoting Django’s security policies

Following the widespread availability of large language models (LLMs), the Django Security Team has received a growing number of security reports generated partially or entirely using such tools. Many of …

GitHub Copilot NESの内部実装が公開、そして続・AIエディタ戦争

Copilot NESとは Copilot NES（Next Edit Suggestions）は2025年2月にリリースされたGitHub Copilotの内部機能です。コードの変更に連動して必要となる次の編集を予測し、タブキーを押しているだけで複数箇所にわたる修正を提案してくれます。通常のコード補完がカーソル位置の続きのコードを予測するのに対して、Copilot NESは「エディタ上の編集操作」の単位で続きを予測して補完します。 GitHub Next | Copilot Next Edit SuggestionsGitHub Next Project: Can we improve Copilot code completion by suggesting the next logical change, wherever it is in your project?GitHub Next この仕組みはCopilot NESの元ネタであるCursor Tab(Copilot++)によって実用化されましたが、Cursorはプロプライエタリなソフトウェアなので内部の詳細が分かり

Generationship: Ep. #39, Simon Willison

I recorded this podcast episode with Rachel Chalmers a few weeks ago. We talked about the resurgence of blogging, the legacy of Google Reader, learning in public, LLMs as weirdly …

Grok: searching X for "from:elonmusk (Israel OR Palestine OR Hamas OR Gaza)"

If you ask the new Grok 4 for opinions on controversial questions, it will sometimes run a search to find out Elon Musk’s stance before providing you with an answer. …

Grok 4

Released last night, Grok 4 is now available via both API and a paid subscription for end-users. Key characteristics: image and text input, text output. 256,000 context length (twice that …

Gemini CLI tutorial — Will it replace Windsurf and Cursor?

Discover how to use Gemini CLI, Google's new open-source AI agent that brings Gemini directly to your terminal.

Grok 4がリリース

xAIのGrok 4が公開されました。 Introducing Grok 4, the world's most powerful AI model. Watch the livestream now: https://t.co/59iDX5s2ck — xAI (@xai) July 10, 2025 モデルカード コンテキストウィンドウは256,000トークンです。Claude 4 Sonnetが200,000トークン。 Models / Grok 4 「Grok 4 Code」って何なの コーディングモデルの名前です。Claude Code的なCLIではなさそうです。OpenAIでいうCodex（モデルの方）になります。Redditのスレによると「Cursorで使える」というメッセージがコンソールにでていたらしいです。 Grok 4 by

Stress-testing AI products: A red-teaming playbook

Red-teaming reveals how AI fails at scale. Learn to embed adversarial testing into your sprints before your product becomes a headline.

Grok 4 の発表まとめ＆試してみた

Leader Spotlight: Building a human-focused AI product, with Cory Bishop

Cory Bishop talks about the role of human-centered design and empathy in Bubble’s no-code AI development product.

Infinite Monkey

Mihai Parparita's Infinite Mac lets you run classic MacOS emulators directly in your browser. Infinite Monkey is a new feature which taps into the OpenAI Computer Use and Claude Computer …