Agentic AI
3 results Clear
Research BriefThe Agent Frontier · Research BriefDelete 62% of your agent's context. It gets better, not worse.
Agent bills keep growing because trajectories keep growing. Three new papers show that cutting context by 40 to 63% lowers cost and, counterintuitively, raises accuracy. Here is the evidence, the caveats, and the five-minute fix you can ship today.
Ibrahim Denis Fofanah·Sep 30, 2026·7 min
Research BriefResearch Brief · Tool UseToolGrad Starts With the Answer, Then Writes the Question
ToolGrad builds a verified tool chain before writing the user query. The method produced 99.8% valid synthetic examples, but its strongest results remain limited to single-turn tool use.
Ibrahim Denis Fofanah·Sep 13, 2026·9 min
- Research BriefAgentic AI · Reliability
Agent Accuracy Went Up. Agent Reliability Barely Moved.
Twelve metrics, four dimensions, 14 agentic models. The finding: reliability gains lag well behind capability gains. Why a single success rate hides the flaws that actually break deployments.
Ibrahim Denis Fofanah·Jul 23, 2026·6 min