Image created with Flux Pro v1.1 Ultra. Image prompt: Giant “100” as pure white negative‑space cutout dominating the frame; minimalist poster style; printing press rollers and galley proofs seen through the cutout; ink‑black and cream backdrop; high contrast, crisp edges, soft studio light, no other text, no logos
AGENTS md is a simple, open format for guiding coding agents. Works like a README but designed specifically for AI Agents to understand your codebase. Single file works across Cursor, Claude, OpenAI Codex, Google Jules, and Factory AI. https://x.com/Saboo_Shubham_/status/1957992746372985213
This is the word on the street I’ve been hearing in SF. Lots of people quietly prefer GPT-5 for code over Claude, counter to the memetic narrative on the TL”” / X https://x.com/BasedBeffJezos/status/1958942764747694593
Transforming human knowledge, sensors and actuators from human-first and human-legible to LLM-first and LLM-legible is a beautiful space with so much potential and so much can be done…
One example I’m obsessed with recently – for every textbook pdf/epub, there is a perfect “LLMification” of it intended not for human but for an LLM (though it is a non-trivial transformation that would need human in the loop involvement).
– All of the exposition is extracted into a markdown document, including all latex, styling (bold/italic), tables, lists, etc. All of the figures are extracted as images.
– All worked problems get extracted into SFT examples. Any referenced made to previous figures/tables/etc. are parsed and included.
– All practice problems are extracted into environment examples for RL. The correct answers are located in the answer key and attached. Any additional information is added as “answer key” for a potential LLM judge.
– Synthetic data expansion. For every specific problem, you can create an infinite problem generator, which emits problems of that type. For example, if a problem is “What is the angle between the hour and minute hands at 9am?” , you can imagine generalizing that to any arbitrary time and calculating answers using Python code, and possibly generating synthetic variations of the prompt text.
– All of the data above could be nicely indexed and embedded into a RAG database for later reference, or maybe MCP servers that make it available.
Then just as a (human) student could take a high school physics course, an LLM could take it in the exact same way. This would be a significantly richer source of legible, workable information for an LLM than just something like pdf-to-text (current prevailing practice), which simply asks the LLM to predict the textbook content top to bottom token by token (umm – lame). https://x.com/karpathy/status/1961128638725923119
Piloting Claude for Chrome \ Anthropic https://www.anthropic.com/news/claude-for-chrome
We’ve developed Claude for Chrome, where Claude works directly in your browser and takes actions on your behalf. We’re releasing it at first as a research preview to 1,000 users, so we can gather real-world insights on how it’s used. https://x.com/AnthropicAI/status/1960417002469908903
Blue (@heyBlueX) lets you control your phone’s apps by voice so tasks actually get finished, hands-free. It handles messages, email, and actions across apps by tapping and typing as you would. https://x.com/ycombinator/status/1958182627422146811
ByteDance just opensourced a desktop automation AI Agent. This agent can use any desktop app, open files, and browse websites using vision models running locally. 100% Free, Opensource, and Local. https://x.com/unwind_ai_/status/1956538069311500514
Perplexity Is Launching a New Revenue-Share Model for Publishers – WSJ https://www.wsj.com/business/media/perplexity-ai-search-publisher-revenue-507987e5?gaa_at=eafs&gaa_n=ASWzDAh7IXUez7FN0pV8tS6RJPJiyucYbQ7TqVVq5v5uIQCmptaIEy7EmDeq7YP8qA%3D%3D&gaa_ts=68acf00e&gaa_sig=9LlQZ1VfgdWZeHollVleg5iI8GhXdOYPZrqyfcFsJu2MvpLol1OCDH19znUZBcg-D6zi8CV0qZGZxh6WAHnF-g%3D%3D
Perplexity’s $42.5M publisher peace offering https://www.therundown.ai/p/perplexitys-42-5m-publisher-peace-offering
Swipe from right to see the smoothest and most informative daily timeline of information on Perplexity. Personalizes as you use more and will get integrated with SuperMemory for even more personalized ranking once we ship widely https://x.com/AravSrinivas/status/1959689988989464889
Agentic Browser Security: Indirect Prompt Injection in Perplexity Comet | Brave https://brave.com/blog/comet-prompt-injection/
Why is no one talking about this? This is why I don’t use an AI browser You can literally get prompt injected and your bank account drained by doomscrolling on reddit: https://x.com/zack_overflow/status/1959308058200551721
We just raised a $14.5 million Series A led by @nexusvp to connect AI agents to the web Alongside it, we’re launching 2 big upgrades to @firecrawl_dev – our v2 API that supports faster scraping, news & image search and a brand new website The new chapter starts today 🔥 https://x.com/nickscamara_/status/1957824588970103193
Meet LFM2 MCP, an in-browser tool calling MCP allowing for fast and local agentic workflows. Built by @KarnikShreyas, extending @xenovacom’s WebGPU work. https://x.com/LiquidAI_/status/1960735546960986216
Reacher (@ReacherApp) is your marketing agent for creator collaborations. They automate creator discovery, outreach, campaign management, and content strategy so marketing teams can focus on what humans do best. https://x.com/ycombinator/status/1957502756752658921
Australian Billionaire Couple’s Canva Valued At $42 Billion In Employee Share Sale https://www.forbes.com/sites/yessarrosendar/2025/08/21/australian-billionaire-couples-canva-valued-at-42-billion-in-employee-share-sale/
Kimi Slides is live! 🎉 Ideas in, decks out. In minutes. Coming soon: Adaptive Layout, auto image search & agentic slides. Try it out👉 https://x.com/Kimi_Moonshot/status/1961011693745811542
Google’s NotebookLM updates Audio and Video Overviews https://blog.google/technology/google-labs/notebook-lm-audio-video-overviews-more-languages-longer-content/
🚨 New benchmark release 🚨 We’re introducing Research-Eval: a diverse, high-quality benchmark for evaluating search-augmented LLMs 👉 Blogpost: https://x.com/RekaAILabs/status/1961192688029765936
Max Assistant is live for all Perplexity Max subscribers. Max Assistant thinks longer and uses advanced reasoning models to handle complex workflows and questions. https://x.com/PerplexityComet/status/1958235518086566239
I have been dictating most of my queries instead of typing when on the iOS app. The new redesigned updated Perplexity iOS app has a chef’s kiss on voice dictation UX. https://x.com/AravSrinivas/status/1959317364228641130
Join @xAI and help build a purely AI software company called Macrohard. It’s a tongue-in-cheek name, but the project is very real! In principle, given that software companies like Microsoft do not themselves manufacture any physical hardware, it should be possible to simulate”” / X https://x.com/elonmusk/status/1958852874236305793
