Results for “context engineering”

…(teortaxesTex, paul_cal). Others caution that advanced ML/data engineering remains brittle off-distribution (michalwols, MParakhin). “Tasks” as the new packaging layer: Microsoft’s Copilot Tasks pitches “talk less, do more” delegation with …

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. Ilya Sutskever Leaving OpenAI Ilya Sutskever stepping down as Chief Scientist after nearly a decade: @sama praised Ilya as "one of the greatest minds of…

…threads were notable: a survey framing LLM RL as rollout engineering across Generate / Filter / Control / Replay rather than just PPO-vs-GRPO (The Turing Post); Pedagogical RL using privileged information to actively find useful rollouts…

…especially in handling complex queries and maintaining context over longer tasks, while newer models like o3-mini are criticized for requiring more verbose input to understand user intent, leading to inefficiencies. The discussion…

…Sponsored by Union.ai Build a sovereign AI factory The best engineering teams are building AI factories where they own and control not only their data, compute, and infrastructure, but also a durable runtime on their cloud. Union.ai gives…

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. New AI Models and Architectures New SOTA open-source models from Alibaba: @huybery announced the release of Qwen2 models from Alibaba, with sizes ranging …

…deploy commercially. Either way, I hope to provide some helpful context, pointers to code snippets, and specific details that will save you time. In places where code is useful, I'll link to Pipecat source code and examples, however the…

…DeepSeek Caching: OpenRouter is adding support for DeepSeek's context caching, expected to reduce API costs by up to 90%. @user shared information about the upcoming feature aimed at optimizing API cost efficiency. Hyperbolic's BF16 Llama…

…A substantial cluster of tweets focused on practical agent engineering. LangChain shipped Deep Agents v0.6 with Delta Channels, cutting checkpoint storage for a 200-turn coding session from 5.3 GB to 129 MB, and also launched computer use…

…skills, describing them as poor and lacking in insight and context. This sentiment was endorsed by @teknium. Discussion on Social Media Influencers: @gabriel_syme expressed amazement at how individuals can earn significant income through…

…input/output tokens. Claude 3.7 Sonnet's "Thinking Mode" and Context Window: @_philschmid highlighted Claude 3.7's <thinking> mode with up to 64k tokens and reasoning tokens display, along with a 200k context window and 128k output token…

…actually part of the prompt. Um, so this is all prompt engine. Engineering, um, uh, you should be able to click on it. Yeah, I clicked on it. Um, this is all prompt engineering with how to provide the, the context, you know, we, because we …