aaron

What if AI could sense its own uncertainty—not with emotion, but with signal? This piece explores a new frontier in machine intelligence: systems that don’t just generate answers, but reflect on their own reliability. In a world shaped by artificial minds, perhaps the next leap isn’t brilliance—it’s doubt.

Sharing can be tough. For many, opening up – even on social media – can feel vulnerable and intimidating. Personal stories can boost connection and trust, but taking that first step often requires a little nudge. That’s why I built "Take the Challenge." So what is it? The goal was to make it easier for people to open up in an engaging way. The Farcaster frame offers a prompt-based approach.

Trust once was the result of real-world interactions and shared experiences. It was forged through shared experiences - working late on projects together, showing up when someone needed help moving, or being there during tough times. Now, trust seems to exist precariously on social media timelines where metrics like likes, retweets, and follower counts rule. The illusion of trust seems to be fabricated online via algorithms and numbers that reduce relationships to a game of metrics. The quest...