Memory is the bottleneck for self-driving agentsOriginally published at https://nicoloboschi.com/posts/20260508 TL;DR: Self-driving agents are the destination everyone agrees on. The bottleneck isn't autonomy or planning - it's memory. Forkable experience is the property that turns one car into a...1May 8 · 6 min readnicoloboschi.hashnode.dev
Why 10 million tokens is the only memory benchmark that mattersOriginally published at https://nicoloboschi.com/posts/20260402 TL;DR: Memory benchmarks died when context windows hit 1M tokens — just dump everything in the prompt. BEAM tests at 10M where that trick fails. Hindsight scores 64.1% there, 58% ahead ...1Apr 2 · 5 min readnicoloboschi.hashnode.dev
That's not how you do businessOriginally published at https://nicoloboschi.com/posts/20260324 TL;DR Supermemory published a "~99% SOTA" memory benchmark result that was actually a stunt - and the backlash was immediate and deserved. Gaming benchmarks erodes trust in an industry ...Mar 26 · 6 min readnicoloboschi.hashnode.dev
Open source is a trust system. AI is breaking the contract.TL;DR The OSS contribution model is breaking - not because AI writes bad code, but because it lets people contribute without understanding what they’re changing. AI can assist with review, but someoMar 18 · 8 min readnicoloboschi.hashnode.dev
