Results for “context engineering”

…multiple channels. This includes its functionality in the context of new and existing models, like Hermes 2.5 and Hermes 2. For instance, Mixtral's encountered performance behaviour in various tests, such as winogrande, truthfulqa_mc2, and …

…(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 …

…seems the RAG system naively includes 40k characters' worth of context from docs every time, reducing available context and adherence to system prompts. All pointing towards needing greater visibility for context management in GPTs, which…

…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…

…style, attaching an associated artistic movement or era for context, and noting their primary medium. Diverse Representation in AI Generated Scenes: @mysticmarks1 critiqued the policy to diversify depictions of people in AI generated scenes…

…new features include mail and notification summaries, personal context understanding, and visual search integration. The new iPhone camera button is seen as prime real estate, with OpenAI/ChatGPT and Google search as secondary options to…

…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…

…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…

…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…

…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 …

…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…

…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…