Results for “context engineering”

…Comments: The post creator, nero10578, provides additional context and examples of the model's capabilities: The model was developed to address issues with response formatting in the MMLU-Pro benchmark, as highlighted in a previous post. A …

…and update data in the database, as announced by @bobvanluijt. Contextual AI released Contextual Reranker, an instruction-following SOTA reranker designed to improve precision in RAG pipelines and allow for granular control over ranking…

…your beer taste better” • HumanEval benchmark/dataset • Reverse Engineering Copilot internals • Quora Poe • Prasanna Sankar notes on FLOPs and Bandwidth • NVIDIA H100 specs - 3TB/s GPU memory, 900GB/s NVLink Interconnect • Optimizer state…

…accuracy under limited computational and memory budgets in the context of large language models (LLMs). We present a... OpenAssistant/oasst2 at main Can large language models identify and correct their mistakes? – Google Research Blog…

…Artificial Analysis reports Flash‑Lite retains a 1M context window, measures >360 output tokens/s and ~5.1s average answer latency, improves their “Intelligence Index” vs 2.5 Flash‑Lite, but pricing increased (blended cost up materially)…

…productivity without traditional UX interfaces. AI Software Engineering Advancements: @bindureddy discussed the rapid maturation of AI software engineers, highlighting their capabilities in codebase analysis, test case generation, and…

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. LLM Model Releases and Improvements Gemma 2 models released: @rasbt noted Gemma 2 models explore techniques without increasing dataset sizes, focusing on …

…as a taste repository We have often talked about the software engineering triad of specs, test, and code. After my discussion with Dylan, I have adapted this to the design world through levels of composability instead: the full design, the …

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. Andrej Karpathy's New YouTube Video on Reproducing GPT-2 (124M) Comprehensive 4-hour video lecture: @karpathy released a new YouTube video titled "Let's…

…and Code Arena Elo 1588 vs 1506/1538 depending on comparison context (Google, @GoogleDeepMind, @OfficialLoganK, @_philschmid, @koraykv). Ecosystem rollout was immediate: 3.7 Flash landed across Gemini API, AI Studio, Android Studio,…

…for paid users. There is some concern about DeepSeek V3's low context window, though its price-to-performance ratio is highly praised, rated as 10/10 by users. Users express interest in real-world testing of DeepSeek V3 to verify benchmark …

…RSI was run in native Claude Code at max effort, with 1M context, 128K max output tokens, and temperature 1 (@ValsAI). ParseBench caveats. The model still struggles on charts, formatting, and layout. At 5.8¢/page, LlamaIndex calls it too…