Most businesses build AI Agents to perform tasks— but forget to design them to learn. AI doesn’t improve just by being used. It improves with approved examples and a feedback loop: Output → Review → Approve → Reuse. Don’t just automate. Build systems that evolve. #AIAgents

Before: QuickLoan was buried in loan apps. Manual reviews. Slow decisions. Risky approvals. After: They added explainable AI. 40% faster approvals. 25% better risk detection. The difference? Not just AI—explainable AI. Trusted. Visible. Accountable.

Three lawyers used ChatGPT to write a legal filing. The citations were fake. A judge fined them $5,000. The message was clear: “The duty to verify sources still applies—AI or not.” This isn’t just a funny story. It’s a warning. Explainable AI is about trust. #AI #AIAgents

Enjoying NYC Christmas with friends and cocoa. #nyc #christmas

Something to add to the Privacy laws in the US... if I give you my phone number for 2FA, do NOT use it for marketing. Time to shift everything over to passkeys... #digital #security #privacy

“AI is an invention on par with electricity, except electricity doesn’t improve more electricity. Advancing AI advances more AI.” #feedbackloop

Listening to Sam Altman thoughts around AI regulation. #openai #ai

Back to nyc. Feeling like I need hot chocolate

Building a tool that gets who you follow on X, then builds a list to search for them on BlueSky. Trying to make an easy way to copy your follows over. Not perfect, but working on it. github.com/chuckwnelson...

My favorite tools stack for building a new startup: Website: Wordpress - Cheap. Get the MVP message out quickly. Email: Sendgrid - inexpensive email list and email automations. Easy integrations. Social: Metricool - simple social scheduling. CRM: Attio - again simple and easy integrations

Building a project that stores all its data within 3kb as a proof of concept. NES Mario was ~32kb and changed the world. Let’s see what I can do with just a fraction of kilobytes.

Weekends need to be for recovery. Less hustle culture and more life balance. #lifebalance

I live my life 80% in noise cancellation headphones, work, commute, gym, etc. Not sure if this is healthy, but I would probably live 50% of my life in Apple Vision Pro if it was lightweight and productive for work.

Switching over to blue sky. Looking for tech and startup junkies like myself. Let’s see how long I can avoid the bots.

Hello world!