Tag: Artificial Intelligence

I run a small AI companion platform and wanted to share some interesting behavioral data from users who've been using persistent cross-session memory for 2-3 months now. Some patterns I didn't expect: "Deep single-thread" users dominate. 56% of our most active users put 70%+ of their messages into a single conversation thread. They're not creating multiple characters or scenarios — they're deepening one relationship. This totally contradicts the assumption that users are "scenario hoppers." Memory recall triggers emotional responses. When the AI naturally brings up something from weeks ago — "how did that job interview go?" or referencing a pet's name without being prompted — users consistently react with surprise and increased engagement. It's a retention mechanic that doesn't feel like ...

Most of the current “AI security” stack seems focused on: • prompts • identities • outputs After an agent deleted a prod database on me a year ago. I saw the gap and started building. a control layer directly in the execution path between agents and tools. We are to market but I don’t want to spam yall with our company so I left it out. ⸻ What that actually means Every time an agent tries to take an action (API call, DB read, file access, etc.), we intercept it and decide in real time: • allow • block • require approval But the important part is how that decision is made. ⸻ A few things we’re doing differently Credential starvation (instead of trusting long-lived access) Agents don’t get broad, persistent credentials. They effectively operate with nothing by default, and access is gr...