
Layered CLAUDE.md Files Provide Contextual AI Guidance
I think the top tip I've picked up since I started using Claude Code: write a CLAUDE [dot] md at every level of your file structure and be intelligent about how you nest folders. Claude Code automatically loads the Claudemd file from every directory level above whatever file you're working on. So if you organize it intelligently, it always has the right context at the right time. Say you're running a business and doing some marketing work. You might have: - A general CLAUDEmd on your computer — how you like Claude to work, voice, tools you have wired up - A vault CLAUDEmd — how your files are organized - A folder for your business with a CLAUDEmd — what the business does, who the clients are, how you price, etc. - A folder for marketing inside the business with a CLAUDEmd — channels you run, what's working, brand voice, etc. - The specific marketing project with its own CLAUDEmd When you open anything in the marketing project folder, Claude Code walks up the tree and pulls all five into context automatically. Global → vault → business → marketing → project. That means the very first message in a chat about that marketing project is going to be like talking to someone that knows you, your business, your marketing history, etc. You need to keep the CLAUDEmd at each level current for this to work I have a "wrap" skill that I run at the end of every chat session. It updates the relevant CLAUDEmd(s) and makes a more detailed entry into a workbench file for whatever I was working on. So if I make a decision about a project or learn something about a client, that context lives in the right file by the time I close the session. Next time I come back, Claude already has it. Starter repo for this kind of setup: https://t.co/m78XGeG7ii I built a little mini-extension for the workbench structure I use: https://t.co/dKQPab0EJv

Google Joins Rush to Fill Pentagon AI Gap
There’s a rush to fill the space that Anthropic has vacated by not working with the Pentagon. There’s a time I would have been surprised by Google being part of this rush but that was so long ago. Now it’s just...
Current AI, Not AGI, Is Already Disrupting Everything
Yup. Whether the industry ever agrees on a definition of AGI—or if we’ve reached it—is largely irrelevant. The current and near-term AI capabilities are enough to completely disrupt business, government, education, and society.
Uber Overspends AI Budget; Early Hype Soon Wanes
Uber has already exceeded its annual budget for AI tools due to internal usage of tools like Claude Code. We’re in a honeymoon period when it comes to AI agents which will end as companies figure out where it adds value...
Predicting Human Behavior Lets Us Shape the Future
Another excellent feature from @mjnblack on Aaru, a startup founded by three teenagers that uses AI for predictive analytics. This line gave me chills: “To predict human behavior is to predict the future,” Fink argued. And “if you can...
Google Testing Real-Time Voice Live Mode on Gemini Desktop
Live Mode on Gemini desktop -> Google tests Live Mode with screen sharing for Gemini desktop "Hidden within the app's settings are configuration options for Gemini Live voice mode, including the ability to select from different voices, mirroring the...
AI Shifts to Supply Shortage, Security Holdbacks, Utility Regulation
New newsletter: AI’S TRIPLE VIBE SHIFT We’re passing into a new era of AI, thanks to several phase changes 1. From fears of a demand shortage (ie, a bubble) to the reality of a supply shortage (ie, not enough compute for...
Local LLMs Empower Diverse Cultures Beyond Big Tech
One corollary of the current local LLM drive is that it puts the power to train and finetune new models into the hands of people outside big tech giants. The result? More representation of global majority cultures and language. My...
AI Micro‑Drones Replicate Insect Flight and Smarts
#AI-Powered Micro #Drones Mimic Insect Flight and Intelligence by @pascal_bornet #Innovation #EmergingTech #TechForGood #Technology https://t.co/qVeqLsvs4O

AI Insights Boost Efficiency in Business Operations
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AI Supercharges Growth for Diligent Startup Founders
AI is giving a lot of hard-working founders the growth they deserve. Every couple days I hear about another startup that was working hard and doing ok but not great but has now had its growth accelerated by AI.
Gemini Citations Plunge From 96% to 3.7%
Did the number of citations in Gemini drop recently? For one ecommerce brand, Gemini historically used citations in 96% of responses. Over the course of one week this dropped to just 3.7%. We're seeing some interesting moves... https://t.co/QorjbQaFid
AI Robot Accelerates Solar Panel Installation Safely
#AI-Powered #Robot Revolutionizes Solar Panel Installation with Speed, Precision, and Safety via @ZappyZappy7 #AI #Robotics #EmergingTech #Innovation #Technology https://t.co/d9jZS1jtju
Superintelligent AI Likely to Be Lazy Gamer, Not Threat
I see this as a good thing. It's another bit of evidence for my argument that superintelligent AI will be a slacker/gamer/stoner. It's also good news for people worried about agentic bioterrorism.
AI Wingman Turns iPhone Into Personal Automation Hub
Am on an AI audio space and just set up @buildwingman Wingman while talking with a few people. Late night is a good time to try things in my phone. It is really cool, running on my iPhone. Competitor to Poke...