Results for “context engineering”

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. New AI Models and Benchmarks Contextual Position Encoding (CoPE): @jaseweston introduced CoPE, a new positional encoding method for transformers that…

…those addresses with readable page content could give the model context and precise control. One participant argues that reasoning is already sufficient and that representation and control are the main remaining engineering problems.…

…insights into technical mechanisms behind naming, prompt engineering, or AI behavior in self-identification context. No statistics, code, or external references provided. It's gotten to the point where I notice chatGPT's linguistic style…

…smooth progress: apparent walls and plateaus may give way to engineering advances, with several areas of improvement contributing at once. For builders, the answer distinguishes two kinds of work: - Compensating for model limitations: some …

…Brex’s team now consists of ~300 engineers and ~350 across EPD (Engineering, Product, & Design). Their team is split across product domains in addition to infrastructure. Their core product domains are the following: Corporate Card…

…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 …

…strengths in coding, instruction following, and handling long contexts (up to 1 million tokens). @kevinweil notes that GPT-4.1 achieves a 54 score on SWE-bench verified. Instruction Following: @OpenAIDevs points out that GPT-4.1 follows…

…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…

…messages🔥🔥): Hallucination vs. Real Progress in GPT, Prompt Engineering vs. Session Engineering, Context Window Limits and Memory, External Databases for Context, Importance of verifying Facts with GPT *GPT Progress Reports: Hallucination…

…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…

…ecosystem. Even where the rhetoric is heated, the substantive engineering question underneath is real: how much of current risk is solvable with control, oversight, sandboxing, and org process versus requiring slower capability…

…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…