Rogo CEO names memory compaction as the key unsolved problem for enterprise agents
rohanpaul_ai · x · 2026-09-23
Gabe Stengel, co-founder of Wall Street AI company Rogo, told Patrick O'Shaughnessy that memory compaction is what models can't yet do: after 100 conversations with an agent, keeping coherent context about the user within a usable token budget remains unsolved. Rogo helps major financial institutions with research, diligence and M&A, aiming toward 'investing superintelligence.'
More from AGI Musings
- Only high-profile 'misaligned' agent cases come from big labs, dev observes — tobowers · 2026-09-23
- The coupon metaphor: clipping was the point, and AI agents just broke that filter — arampell · 2026-09-23
- nptacek: AI will only accelerate the decay of freely shared internet culture — nptacek · 2026-09-23
- Emerging research consensus: architecture tweaks are efficiency fixes, RL compute drives capability — burny_tech · 2026-09-23
- burny_tech muses: could a universal theory of learning equalize nearly all architectures? — burny_tech · 2026-09-23
- Engineer's reflection: software engineering is going away, and the job is now 'director, not builder' — rachittshah · 2026-09-23