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Costco is the anti-Amazon
opinion
14 min read
Amazon is leading a new era of logistical efficiency in order fulfillment and delivery. The future of retail is expected to feature limitless product variety and rapid delivery, driven by AI agents that can find the best prices across multiple websites.
Jamesob's guide to running SOTA LLMs locally
tool
9 min read
The GitHub repository provides information on running state-of-the-art large language models (LLMs) locally, including hardware recommendations and configuration tips. It also covers local speech-to-text (STT) implementation and offers insights into the author's personal setup.
It Still Can't Do My Job: Four Years of Moving Goalposts (2022–2026)
opinion
8 min read
ChatGPT gained one million users within days of its launch, quickly generating widespread social media content, including screenshots of its failures in compiling code. Observations document public reactions and perceptions regarding the capabilities of AI in job performance since December 2022.
Give Smart People the Tools to Do Smart Things
opinion
4 min read
Anthropic claims that AI will replace specific industries within months. OpenAI CEO Sam Altman suggests that sufficient AI computing power could aid in curing cancer, while Elon Musk predicts that AI will eliminate the need for compilers by writing binaries directly.
Instead of banning AI, I made a classroom contract with my students
opinion
4 min read
A classroom contract was created to address the use of AI among students rather than implementing a ban. The contract aims to promote academic integrity and responsible use of AI tools in coursework.
Zuckerberg 'Admits' Meta's Layoffs Were Ineffective
news
4 min read
Mark Zuckerberg stated that Meta's layoffs were ineffective and did not lead to the expected acceleration in the development of AI agents over the past four months. He expressed that the company's new structural bets on these automated systems have not yet yielded the desired results.
Gemini Code Assist will be shut down on July 17
tool
1 min read
Gemini Code Assist allows users to review pull requests on GitHub effectively. It integrates with Google Cloud to streamline code review processes.
Please stop the AI confidence theater
opinion
11 min read
AI has been blamed for threatening various professions, including education, writing, engineering, design, product management, and sales, while marketing, finance, and HR have largely escaped scrutiny. Concerns about AI's impact on industries like SaaS and SEO have also emerged.
AI Data Centers Use More Water Than Most Tech Giants Report
news
1 min read
Microsoft, Google, and Amazon are projected to spend approximately $1 trillion on AI infrastructure over two years. Data centers operated by these companies are consuming significantly more water than reported, with consumption expected to increase rapidly in the future.
Alibaba to ban Claude Code in workplace over alleged backdoor risks, source says
news
1 min read
Alibaba plans to ban the use of Claude Code in its workplace due to concerns over potential backdoor risks. The decision is based on a source's claims about security vulnerabilities associated with the AI tool.
14× faster embeddings: how we rebuilt the ONNX path in Manticore
tool
14 min read
Manticore has rebuilt the ONNX path for Auto Embeddings, achieving a 14× increase in speed for converting text columns into vectors. The previous method using SentenceTransformers and Candle limited throughput, resulting in low document processing rates and serialized concurrent calls.
The Safari MCP server for web developers
news
1 min read
The Safari MCP server is designed for web developers to test and debug web applications. It provides a streamlined environment for managing and simulating various web conditions.
Right to Local Intelligence
opinion
1 min read
Right to Intelligence advocates for the right to run local AI systems. The initiative encourages users to sign a petition and contact their state representatives to support this cause.
EFF letter to FTC on X consent order (2 July 2026) [pdf]
news
1 min read
The Electronic Frontier Foundation (EFF) submitted a letter to the Federal Trade Commission (FTC) regarding a consent order for X. The letter addresses concerns about user consent and data privacy practices associated with the platform.
The short leash AI coding method for beating Fable
research
6 min read
The Short Leash AI Coding Method focuses on utilizing AI agents to develop high-quality software for security-critical systems. Custom AI review tools have been created to match the performance of existing multi-billion dollar solutions.
Claude-real-video - any LLM can watch a video
tool
5 min read
Claude-real-video allows Claude or any LLM to process videos by extracting scene-aware, deduplicated frames and transcripts from a URL or local file. This tool operates locally and provides a more comprehensive understanding of video content compared to traditional methods that rely on fixed frame sampling.
Claude's AskUserQuestion: "No response after 60s – continued without an answer"
tool
2 min read
A bug in Claude Code causes the AskUserQuestion function to continue without an answer after 60 seconds of no response. The issue is labeled as affecting AWS Bedrock and occurs specifically on Linux and within VS Code.
Weird Al Yankovic Pulled Out of AI Ad Deal: 'I Can't Be the Poster Boy for AI'
news
1 min read
Weird Al Yankovic declined a lucrative offer to appear in an AI-related commercial for business software. He expressed his disapproval of AI, stating, "I'm not a fan of AI."
Since Linux 6.9, LUKS suspend stopped wiping disk-encryption keys from memory
tool
1 min read
Mastodon web application requires JavaScript to function properly. Users can also opt for native apps available for their platform.
Launch HN: Manufact (YC S25) – MCP Cloud
tool
8 min read
Manufact provides a platform for building and deploying MCP agents, servers, and applications. Key features include cross-client testing, publishing checks for compliance with ChatGPT Apps Store requirements, traffic debugging with Cloud Inspector, and analytics for usage and performance metrics.
No LLM Code in Dependencies
opinion
1 min read
Git-annex can now build without dependencies that contain LLM-generated code after extensive review over the past month. Ongoing assessment of the dependency tree reveals issues with large LLM-generated changes and unclear commit messages.
AI can't be listed as inventor on patent applications, Japan's top court rules
news
3 min read
Japan's Supreme Court ruled that artificial intelligence cannot be named as an inventor on patent applications, dismissing an American engineer's appeal. The court upheld previous rulings from the Tokyo District Court and the Intellectual Property High Court regarding the Patent Office's rejection of the application.
How to ask for help from people who don't know you
opinion
5 min read
Effective help-seeking involves prioritizing the needs and perspectives of the person being asked rather than focusing solely on oneself. Mastering the skill of asking for help can significantly improve the likelihood of receiving assistance, regardless of the situation.
Germany’s Infineon opens major chip plant as EU seeks tech autonomy
news
3 min read
Infineon has opened a five-billion-euro microchip plant called "Smart Power Fab" in Dresden, Germany, completed three months ahead of schedule. This facility represents the EU's initiative to enhance technological autonomy and reduce dependency on Asia and the United States for critical semiconductor components.
AI fake news complaining about how AI fake news is the death of real news
opinion
15 min read
A media startup called The Editorial has been linked to the closure of 47 weekly newspapers in Alabama, raising concerns about the impact of AI-generated content on traditional journalism. The story has gained traction on social media, with many users sharing it on platforms like Bluesky.
Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train
research
2 min read
Training a single transformer layer can achieve performance comparable to full-parameter reinforcement learning (RL) training. This finding suggests that RL adaptation may not require uniform updates across all layers of large language models.
The primary purpose of code review is to find code that will be hard to maintain
tool
1 min read
Mastodon requires JavaScript to function properly in its web application. Users can also opt for native apps available for their specific platforms.
OpenAI ‘in early talks to give 5% stake to US government’
news
2 min read
OpenAI is in early discussions to offer a 5% stake in the company to the US government. CEO Sam Altman believes that providing the public with a financial stake would help share the benefits of artificial intelligence.
Google loses fight over record $4.7B EU antitrust fine
news
3 min read
The European Court of Justice upheld a fine of approximately 4.1 billion euros ($4.67 billion) against Google for anti-competitive practices related to its Android mobile operating system. The fine was originally imposed by the European Commission in 2018 for abusing its market dominance to favor its own apps through pre-installation agreements with smartphone manufacturers.
The Fall of the Theorem Economy
opinion
53 min read
The theorem economy is facing challenges as AI technologies evolve, potentially diminishing the role of traditional mathematical proofs. Bill Thurston emphasizes that the essence of mathematics lies in clarity and understanding rather than merely accumulating theorems.
The gauge broke: devs felt 20% faster with AI, measured 19% slower
opinion
6 min read
A controlled trial found that experienced developers felt about 20% faster while actually working 19% slower when using AI tools. AI increases typing speed but introduces overhead, prompting, waiting, and reviewing output, which can hinder productivity for experts in familiar codebases.
CursorBench 3.1
research
3 min read
CursorBench 3.1 evaluates AI agents on ambiguous, multi-file tasks based on real Cursor sessions, with scores indicating performance. Fable 5 Max achieved the highest score of 72.9%, while GPT-5.5 Extra High scored 64.3%.
Kimi K2.7 Code is generally available in GitHub Copilot
tool
2 min read
Kimi K2.7 Code is now generally available in GitHub Copilot as the first open-weight model in the model picker. This model is hosted on Microsoft Azure and billed at provider list pricing under usage-based billing.
Senior SWE-Bench: open-source benchmark that assesses agents as senior engineers
tool
3 min read
Senior SWE-Bench evaluates AI agents using realistic, natural language tasks similar to those given to senior engineers. A validation agent employs expert-designed recipes to create behavioral tests that adapt to the submitted solutions.
Meta caps internal AI token spending
news
4 min read
Meta has capped internal AI token spending as costs are projected to reach billions of dollars by 2026. Employees consumed 73.7 trillion tokens in about 30 days, prompting CTO Andrew Bosworth to emphasize that high token usage does not equate to meaningful progress.
Fable 5 Is Back
news
1 min read
Fable 5 is back. https://t.co/9RTGUCcPHy Claude@claudeaiFable 5 is back.00:0019:31 · 2026年7月1日299.7万再生数2.6K2.6K6.8K6.8K52K52K3.7K3.7K既読: 2644 件の返信
Claude Fable 5 Promotional Access
tool
5 min read
Claude Fable 5 is available for free for a limited time to subscribers on Pro, Max, Team, and premium seats of seat-based Enterprise plans. The promotion includes details on access, usage limits, and the end of the promotional period.
ZCode: Claude Code from the Makers of GLM
tool
1 min read
ZCode is an official development tool optimized for the GLM-5.2 model, enhancing stability and efficiency in programming tasks. It supports over 20 programming tools, offers various subscription plans for different development needs, and enables remote task execution via platforms like WeChat, Feishu, or Telegram.
Weave Robotics launches Isaac 1, a $7,999 home robot with Fall 2026 deliveries
tool
3 min read
Isaac 1 is a mobile robot designed for home use, capable of completing tasks and navigating autonomously with optional teleoperation. It features Laundry Flow, which allows it to find, pick up dirty clothes, and reset rooms for daily organization.
Most rewrites serve the engineer, not the business
opinion
5 min read
Rewriting code often prioritizes the preferences of engineers over the needs of the business. A developer transitioned a production application from CakePHP to Laravel, enhancing the project by integrating Illuminate packages during personal time.
What to learn to be a graphics programmer
tool
7 min read
To become a hireable graphics programmer, knowledge in real-time rendering techniques, shader programming, and graphics APIs is essential. Current trends suggest a potential shift away from machine learning hype towards other technologies like quantum computing in the coming years.
Monetization Gateway
tool
9 min read
Cloudflare has launched the Monetization Gateway, allowing customers to charge for assets protected by Cloudflare, including web pages, datasets, and APIs. The system enables management of payment policies and access controls while handling payment verification at the edge, with initial settlements in stablecoins over x40.
Godot will no longer accept AI-authored code contributions
news
3 min read
Godot will no longer accept code contributions generated by AI due to concerns over the quality and understanding of the code by heavy AI users. The decision aims to address issues related to an influx of low-quality contributions, referred to as "AI slop."
Meta is adding rate limits and soft paywall to smart glasses
news
3 min read
Meta is implementing a limit of three hours per month on the Conversation Focus feature of its smart glasses, unless users subscribe to the Meta One Premium service for $19.99. All owners of the AI glasses will receive free monthly usage for certain features.
How employment changes when firms adopt generative AI
research
1 min read
Ramp's analysis of AI spending reveals significant changes in employment patterns as companies adopt AI technologies. Data from Revelio Labs indicates a correlation between increased AI investment and shifts in workforce dynamics.
Redeploying Fable 5
news
14 min read
The US government imposed export controls on Claude Fable 5 and Claude Mythos 5 on June 12, leading to a suspension of access for all users. As of June 30, the export controls have been lifted, and Fable 5 will be available again.
ArXiv's Next Chapter
news
2 min read
On July 1, 2026, arXiv will become an independent nonprofit organization after 25 years at Cornell University. The transition aims to provide arXiv with increased flexibility and new opportunities.
Claude Fable 5 export control lifted
news
1 min read
🚨 BREAKING: Commerce Sec. Howard Lutnick has officially lifted the export control order on Anthropic's Fable 5 https://t.co/996tXyeQru
Anthropic restoring access to Claude Fable 5 and Mythos 5 from tomorrow
news
1 min read
We’ve received notice that the Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5. We'll begin restoring access tomorrow, and will share an update soon. We’re grateful to our users for their patience, and to everyone who worked with us on redeploying the models.
TabFM: A zero-shot foundation model for tabular data
research
4 min read
TabFM is a new foundation model designed for tabular data, simplifying classification and regression workflows. It utilizes a "zero-shot" logic approach, similar to that of TimesFM, to enhance the handling of enterprise data infrastructure.