The Archive

Multi-token prediction + TurboQuant quantization achieves 40% throughput gain (21→34 tokens/s) on Qwen 27B/35B via LLaMA.cpp on M-series Mac.

Reddit joke comparing Claude Pro's token limits to the 2011 film In Time's countdown mechanic.

Anthropic enterprise customer reports mass account bans after SSO setup with unresolved appeals over three weeks, highlighting support escalation gaps.

I got tired of re-explaining the same codebase context to coding agents. Stuff like: “we tried moving auth into middleware, but backed it out because it broke OAuth callbacks,” or “that weird retry logic exists because Stripe webhooks arrive out of order.” So I built Almanac. It gives your coding agent a self-updating wiki for the codebase. It updates from your repo, and conversations you havewith Claude Code/Codex. The wiki lives locally in your repo as markdown. You can read it yourself, but the main consumer is the agent. It’s free and open source. Currently only MacOS (would add a wi...

**Saw the thread about the June 15 credit change. Built a drop-in `-p` replacement using hooks — no SDK credits needed.** edit: 29 stars! my first real repo \o/ A lot of people are upset about losing subsidized `-p` usage. I built something that gives you the same stateless, one-message-at-a-time behavior — but in interactive mode, on your regular subscription. **How it works:** 1. A supervisor launches Claude Code in interactive mode 2. A stop hook polls an inbox file for new messages 3. When a message arrives, the hook injects it — **one message per session** 4. The agent processes it a...

Minimal Reddit post with no substantive content.

Cohere outlines governance frameworks for responsible AI development and deployment.

Cohere showcases AI agents for financial services compliance, efficiency, and customer trust.

Cohere argues private AI deployment offers banks control, security, and customization advantages.

Cohere advises financial firms on scaling generative AI from pilot programs to production with risk management.

Cohere positions LLMs as solutions for financial services knowledge work and customer service automation.

Cohere discusses metrics and integration strategies for achieving AI-native enterprise operations.

OpenAI updates ChatGPT safety mechanisms to improve context awareness and risk detection in sensitive conversations.

xAI launches Grok Build, a terminal-based coding agent in early beta for SuperGrok Heavy subscribers.

Simon Willison announces new Datasette blog; general platform update with no specific AI or ML technical content.

OpenAI built custom Windows sandbox for Codex using restricted tokens and firewall rules because Linux offered native isolation via seccomp and bubblewrap.

Reddit thread soliciting examples of personal projects built with Claude.

User reports running local LLMs on dual RTX 3090 setup with club-3090 project, noting performance improvements over LM Studio.

Reddit user reports Anthropic reclassifying Claude CLI --print mode as programmatic SDK usage with separate billing from June 15.

Three months ago, Nikita Bier (Head of Product at X/Twitter) predicted that within 90 days, iMessage, phone calls, and Gmail would be "so flooded \[with spam & automation\] that they will no longer be usable in any functional sense." Well, it's been 90 days. How are your communication channels holding up? Curious to hear everyone's actual experiences. Post on twitter: [https://x.com/nikitabier/status/2021632774013432061](https://x.com/nikitabier/status/2021632774013432061) Original post on OpenAI: [https://www.reddit.com/r/OpenAI/comments/1r2yech/comment/o510q8v/?context=3](https://ww...

Microsoft Edge is adding a new feature that will allow its Copilot AI chatbot to gather information from all of your open tabs. When you start a conversation with Copilot, you can ask the chatbot questions about what's in your tabs, compare the products you're looking at, summarize your open articles, and more. In its announcement, Microsoft says you can "select which experiences you want or leave off the ones you don't." The company is retiring Copilot Mode as well, which could similarly draw information from your tabs but offered some agentic features, like the ability to book a reservation...

Notion’s new developer platform lets teams connect AI agents, external data sources, and custom code directly into their workspace as the company pushes deeper into agentic productivity software.

How do you prepare for the ending? How has it been in previous ending of models? As I understand they will migrate the chat to the new model. Does it happen at a specific time during the day or at midnight? How well does the new models continue the same chat? If there has been any long time users. Also, is there any official information about the change? I only got one popup and then never again

Open-source Claude prompt skill enforcing structured output rules derived from ADHD management frameworks.

Anthropic discontinues programmatic access to Claude via subscription products, forcing users to API or enterprise channels.

Qwen 3.6 35B and Gemma 4 26B MoE models achieve 20–24.5 tok/s on GTX 1080 with 128k context via llama.cpp quantization.

Gas turbines at xAI's Colossus 2 data center have drawn a lawsuit over the company's use of "mobile" gas turbines as power plants.

Old "honor code" systems are under strain.

Google restricts free search index to 50 domains by Jan 2027; Cloudflare blocks AI crawlers, degrading local LLM web search capability.