The ROI challenge
The most expensive AI tool is the one nobody uses.
Before buying another subscription, ask:
Who owns the workflow?
What changes on Monday?
How will we measure success?
What’s your AI adoption blockers: people, process, or technology?
#AI #BusinessStrategy
How GPUs Work: The Architecture Behind Modern Computing.
The #GPU is one of the most important technological foundations of the modern digital economy.
#MachineLearning #DeepLearning #purposemakerlabs
AI startup Cathedral used autonomous agents to breach #Anthropic systems through weaknesses in third-party software.
The Ex-#DOGE startup's AI agents broke into Anthropic's systems in less than 12 hours.
Anthropic confirmed “a limited set” of systems breached.
#securitynews
Here’s the prompt I used with Claude Code:
“scan this Android for front-camera and Face Unlock cache files that aren’t in the Gallery or Recently Deleted. look in system cache directories, especially anything related to faceunlock or Google Play Services. list every folder with infrared or front-camera frames, total file count, date range, and which processes or apps have written to or can access these directories. read only, change nothing.”
Plugged my phone into the laptop. Made a full backup. Opened Claude Code and pasted that.
"Autonomous, AI-driven offensive tooling is no longer theoretical.
It lowers the cost of running a broad, patient, multi-stage campaign, and operates at machine speed.
Defending an online platform now means treating the data and model surface as a first-class attack surface"
Most companies still think #AI competition is about model quality.
Winning operators understand:
• #integration
• Retention loops
• #Developer trust
• Daily dependency
The model that becomes part of a team’s operating system wins.
#DeveloperTools
#WorkflowAutomation
#Anthropic may have quietly solved the biggest problem in SMB #AI adoption:
Deployment friction.
Not model capability.
Not prompts.
Not chat UX.
Deployment.
Hermes Agent
#1 on the Global u/#OpenRouter token rankings.
The nation controlling AI #hardware controls:
• Model dominance
• Military acceleration
• Economic leverage
• Next-gen industrial #productivity
AI chips = the new oil reserves.
‘No one has done this in the wild’: study observes #AI replicate itself
theguardian.com/technology/2…
politico.com/news/2026/04/22…
House lawmakers get a chilling demo of ‘jailbroken’ AI
Visa Launches #Stablecoins Advisory as Market Tops $300B
#Visa is working with dozens of early clients, including Navy Federal Credit Union, VyStar Credit Union, and Pathward, and recently began testing a system that allows businesses to fund cross-border #payments,
Are we observing the largest #bubble in history, or the opening move of a $500T systems upgrade?
#AI #Economics #Geopolitics






