DENSE: Distilling Agent Trajectories into Evidence-Grounded Shortcut Trees for Self-Refinement
Online agent deployments produce abundant execution traces, while task-specific verification and expert annotation are costly to scale. We study how to distill these traces into reusable feedback without post-hoc outcome labels, drawing on their evidence of local progress,…
- 01.Online agent deployments produce abundant execution traces, while task-specific verification and expert annotation are costly to scale
- 02.We study how to distill these traces into reusable feedback without post-hoc outcome labels, drawing on their evidence of local progress,…
This material is provided as an extended analytical summary.
Read full article at sourceRelated Intelligence
All stories →Разработчик решил заняться реверс-инжинирингом собственного телевизора Samsung стоимостью $3000, заподозрив, что тот ...
Разработчик решил заняться реверс-инжинирингом собственного телевизора Samsung стоимостью $3000, заподозрив, что тот неспроста показывает ему таргетированную рекламу. 🙅 По его словам, в ходе исследования он обнаружил множество механизмов слежения и сбора телеметрии, включая…
NVIDIA awards three teams at HackAlem AI for artificial intelligence developments
As part of AI Month in Astana, an award ceremony was held for the winners of the largest AI hackathon, HackAlem AI. The event was included in the program of the visit of NVIDIA founder and CEO Jensen Huang to Kazakhstan. The hackathon winners got the opportunity to meet Huang in person and …
ChatGPT adds locked chats protected by PIN and Face ID
OpenAI has begun rolling out a locked-chat feature in ChatGPT that lets users hide individual conversations behind a PIN or biometric protection. The new feature helps keep personal chats inaccessible to others, even if the user hands over their phone.