Updated
Updated · OpenAI · Oct 20
Terminal X Matches Senior Investor Judgment 88.6% With GPT-6.1, Cutting Query Costs 30%
Updated
Updated · OpenAI · Oct 20

Terminal X Matches Senior Investor Judgment 88.6% With GPT-6.1, Cutting Query Costs 30%

2 articles · Updated · OpenAI · Oct 20

Summary

  • Across 500 scored judgments, Terminal X said its Eval Agent powered by GPT-6.1 Sol agreed with senior human reviewers 88.6% of the time, 220 basis points above the next-best model.
  • A 54-criterion review workflow drove that result by checking each agent output against a fund’s mandate, sources, recent deals and house view, then feeding every failure back into the system as new Memory.
  • GPT-6.1 Sol also caught about 25% more recommendations that drifted from a fund’s strategy and ran the same long-context evaluation workflows at roughly 30% lower cost per query.
  • Terminal X uses forward-deployed engineers to encode firms’ unwritten investment processes into on-premise or private-cloud agents, with one private equity customer reporting $2.4 million in annualized savings.
  • The company said it has built 1,700 firm Memories and run more than 1 million custom workflows, and now aims to capture judgment at the individual investor level.

Insights

Can an AI truly replicate a legendary investor's gut feeling, or does it merely institutionalize their past biases?
Are investment firms sacrificing their future contrarian edge by hardcoding today's house view into an inescapable digital memory?
When a departed executive's digital ghost makes a disastrous investment call, who takes the legal fall?