project

CUGA

Agent system developed at IBM that can be driven through Model Context Protocol tools and emits structured execution traces.

Current clusters

build2 publishers

Five retrieved guidelines lift AppWorld's hard-task success by 14.2 points

IBM Research's ALTK-Evolve distils an agent's own trajectories into scored guidelines and injects the top five at inference time, and a companion post puts a number on the reliability an average success rate hides.

Publishers:dev.tohuggingface.co

Reality

Evidence45
Adoption20
Hype gap+15
Incentives85
Confidence55