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This is how self improving AI actually starts
4+ day, 19+ hour ago (734+ words) Gradient Flow | Ben Lorica This is how self improving AI actually starts Self-Improvement Without the Science Fiction A few weeks ago I wrote about AI systems that keep learning after deployment instead of treating every interaction as a fresh start....
I think AI teams are defending the wrong thing
1+ week, 4+ day ago (471+ words) Subscribe • Previous Issues Strong models are becoming easier for everyone to access. What competitors cannot buy is an understanding of how your organization actually works. Which information matters for a decision? Which exceptions do experienced employees notice? Which workflows deserve…...
I keep hearing the same advice about agents
2+ week, 4+ day ago (487+ words) Subscribe • Previous Issues Gradient Flow exists because readers pitch in. Consider becoming a paid supporter 🙏 I would treat autonomy as a deliberate design choice rather than a default. Start with a flexible workflow, observe which paths repeat reliably, and turn…...
I think we are looking for AI risk in the wrong place
3+ week, 4+ day ago (509+ words) Subscribe • Previous Issues Readers are what keep Gradient Flow going. Consider becoming a paid supporter 🙏 Model capability tells you what a system can do. Architecture determines what it may do, what data and tools it may use, and which actions…...