Results for “context engineering”

…about human users. An agent with much larger memory and context might benefit from different interface choices. Query design supplies a concrete case. One speaker previously preferred building a REST endpoint for a known need. Agents’ less …

…for malware injection or other harmful behavior. The engineering question is where to enforce limits on the agent’s actions; the heuristic itself is no guarantee of safety. Brev faced a more physical visibility problem at GTC: late…

…and where a particular vendor’s product fits. Forward deployed engineering addresses both by placing vendor engineers in customer environments to advise on useful applications and co-develop a solution. The guest views that substantial…

…His thesis went beyond detecting isolated objects or events. Context lets detections reinforce one another: seeing sky above land can increase confidence in both classifications. Limited labels and a small corpus constrained this contextual…

…the latter. Model-based evaluation gives an evaluator model a context and a response, then asks it to assess the response. The discussion connects this approach to COMET, Unbabel’s learned evaluator for machine translation. It also revisits…

…view. The interviewer challenges the forecast with hypothetical contexts of hundreds of millions of tokens and continual learning. The response separates architecture from the learning paradigm. Architecture is the interface between a…

…tokens, without a causal mask restricting the available context to one direction. The speaker proposes this as mitigation, without suggesting it guarantees that the model learns everything. - Train on reversed facts. In Deductive Closure…

…can see: - Rapid camera motion: One second of video provides context, then recorded actions drive a generated continuation. De Weele argues that skilled players’ fast movements supply useful training examples. - Partial observability: With …

…Cowork, and asked for an animation. Felix Rieseberg, Cowork’s engineering lead, reports that it produced a looping result. The task looked like design work, but code supplied the means to finish it. Felix sees this pattern repeatedly:…

…image-model research, life-sciences partnerships, and platform engineering. Deng’s head-of-product role similarly spans research and engineering: turn frontier methods into useful applications, then repeatable products. She also retains the…

…following, coding, and OpenAI’s first one-million-token context windows. Josh emphasized Nano’s speed for low-latency applications. Testing through OpenRouter had helped the team gather feedback on real developer workloads. Josh explained…

…for a separate validation layer extended beyond agents. Longer contexts, lower latency and cheaper inference were expected to improve model capabilities, but would not by themselves establish application guarantees. During Guardrails…