Every AI claim that crosses the desk, reviewed out loud on the morning show and scored: build it, skip it, or watch it; how hard it really is (one dot is an afternoon, five is a month with a team); and whether the claim holds up against what the thing actually does. The builds that come of it land on the bench.
The claim: A cybersecurity engineer starts an account to correct dangerous vibe-coding advice and asks her audience what to cover.
On the desk, not yet reviewed.
The claim: The edge is no longer building your own tool; it is domain knowledge plus knowing which tools exist and how to connect them.
On the desk, not yet reviewed.
The claim: Stop typing and talk; skills, memory, context, tools, more than one; build together so the write-up in your folder is the asset; the skeleton stands in days, customers are still your job.
On the desk, not yet reviewed.
The claim: Marketing is a loop, not a funnel: research, content, creative, distribution, audience, analytics, run by 36 agents under Claude Code over MCP with plain files underneath.
On the desk, not yet reviewed.
The claim: One desktop workspace for agents, files, tools, profiles, memory and a visual task board. Adam: script it and test it on camera for viability.
On the desk, not yet reviewed.
The claim: Break the task into atomic steps until nothing is vague; the breakdown fixes the system before you automate it. Chaos in, chaos out.
On the desk, not yet reviewed.
The claim: Switching Claude to ultra code mode runs 50 sub-agents at once and chases a goal on its own
On the desk, not yet reviewed.
On the desk, not yet reviewed.
The claim: Four writes (while it works, the sweep before compression, the nightly sleep pass, your corrections with why and how), fix the skill not the diary, every memory dated and sourced, confirmed before it is a fact, money and identity wait for approval; agents get 14 percent better with no retraining
This is the loop this vault already runs: dated, sourced memory files; a sweep before compaction; a nightly pass; corrections captured with why and how. The one rule to adopt explicitly: a correction about HOW a task is done goes into the desk brief (the skill), never only into memory. The 14 percent figure is a claim from unnamed research and is not carried. Scored on the desk 2026-09-15.
The claim: Seven or eight agents that work around the clock for zero dollars; one talks to another and sends a 1,500-person campaign from its own browser; you only talk to the chief agent
The named-agent handoff is real and the one idea worth taking is an always-on browser seat. Zero dollars is a hidden subscription; logins inside a vendor's browser; nothing you own. Scored on the desk 2026-09-15.
The claim: r/sweatystartup: Anything not relating to a sweaty startup will be deleted.
On the desk, not yet reviewed.
The claim: r/ChatGPT: Made with ChatGPT Images 2.0
On the desk, not yet reviewed.
The claim: r/artificial: Claude Fable 5.1 Solves the 373 year old Cyphral Distich
On the desk, not yet reviewed.
The claim: r/sweatystartup: [Mod Post] Highlighting a new rule that will affect a lot of you. Read and understand. Software and website related posts and comments are now banned.
On the desk, not yet reviewed.
The claim: r/ChatGPT: We're trying something new. On Tuesdays, we're doing text posts only
On the desk, not yet reviewed.
The claim: r/artificial: Trump doubles down on his no AI slowdown stance, also mocks Dario
On the desk, not yet reviewed.
The claim: I built an AI-powered business expense tracker that automatically digs through my email for receipts, categorizes my expenses, and keeps track of where my money is going, without me having to constantly update a spreadsheet. And I built the whole thing with a team of AI agents in @Hyperagentapp . Fernando finds receipts, invoices, and subscription confirmations in my inbox. Jackson categorizes...
On the desk, not yet reviewed.
The claim: 1 points, 0 comments
On the desk, not yet reviewed.
The claim: 1 points, 0 comments
On the desk, not yet reviewed.
The claim: 2 points, 0 comments
On the desk, not yet reviewed.
The claim: 7 points, 1 comments
On the desk, not yet reviewed.
The claim: 9 points, 0 comments
On the desk, not yet reviewed.
The claim: 3 points, 0 comments
On the desk, not yet reviewed.
The claim: 2 points, 1 comments
On the desk, not yet reviewed.
The claim: 4 points, 0 comments
On the desk, not yet reviewed.
The claim: I find LLM interpretability extremely interesting and wanted to create a minimal repo for: - SAE training - Automatic feature interpretation - Visualizing features and running interventions through a GUI You can try it here: https://nanointerpret.pages.dev/ Or check the repo: https://github.com/Belluxx/nanointerpret
On the desk, not yet reviewed.
The claim: macOS ties the lock screen to your desktop wallpaper, with no built-in option to set them separately. Wallps decouples the two, letting you choose one static image for the desktop and another for the lock screen, including live video wallpapers. What it does: - Set desktop and lock screen wallpapers independently - Use live wallpapers from local videos or Apple’s aerials - Run silently in the back
On the desk, not yet reviewed.
The claim: 2 points, 0 comments
On the desk, not yet reviewed.