The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 7 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Emergent agents learn across user sessions using long-term trajectory memory
“We were able to figure out, okay, all the trajectories that we are generating, we can kind of aggregate over time and like sort of build in a long-term memory for the agent, which is very unique in the sense that your agent learns not just from your own sessio…”
Jha: Matching build and deploy infrastructure reduces agent deployment errors
“If you give your agents the same in front during the build time and the same in front during the deploy time, Then the sort of like during this like deployment phase, you don't encounter those many problems.”
Madhav Jha: Emergent saves $3,000–$4,000 monthly replacing Asana internally
“And we are also saving like, you know, like 3004 thousand dollars a month in subscription.”
Emergent augments foundation models with fine-tuned verification layers instead of building models
“We don't want to, like, build a Opus 4.5 alternative right away, but we do want to augment it through our custom fine tune verification layers.”
Madhav Jha: Emergent developers use their own agent instead of Cloud Code
“Our coding agent is so powerful that we basically internally use it as a replacement for cloud code as developers, right?”