Results for “context engineering”

…Molmos, etc.) and reproducible AI for science (@allen_ai). Context from @natolambert: this single line item is ~20% of NSF’s 2026 AI budget; NVIDIA is contributing leading hardware. Reflections from @HannaHajishirzi. Cohere raises $500M;…

…21B active parameters, 192 experts / top-8 routing, GQA, 256K context, and a 3.8B MTP layer for speculative decoding. Multiple posts framed it as competitive with much larger systems on reasoning, coding, and agentic tasks, with particular …

…Enthusiasm: darthgustav. supports the idea that a good prompt engineering plan works well every time, implying a consistent strategy for successful AI interactions. Improving Contextual Understanding: @ArianJ is facing issues with the AI…

…noting it gave models only ~20 lines of code plus custom context, whereas real vulnerability discovery requires cross-file reasoning. @gneubig reframed the problem: software already has millions of known unfixed vulnerabilities, and coding …

…and suggested disabling web protection in VPN settings. GPT-4 Context and Captcha Challenges: @orbart and @blckreaper are frustrated with ChatGPT's reduced memory for narrative work, suspecting a decrease in tokens processed, while…

…efficient fine-tuning of Qwen3 models with up to 8x longer context length than previous FlashAttention 2 setups on a 24GB GPU, with Qwen3-30B-A3B fitting in 17.5GB VRAM. They provide 4-bit quantized instruct models (safetensors) from 1.7B…

…xAI and Anduril. The second was Citadel, where I ran business engineering. Our customers were portfolio managers, and the only question that mattered was whether the data and software products we built helped them generate alpha. The third …

…3 Opus, best of 4 runs. We are working on clustering and flow engineering with Haiku. AI Model Releases and Updates Gemini 1.5 Pro and Flash models released by Google DeepMind: @_philschmid shared that Gemini 1.5 Pro is a sparse multimodal …

…emphasized observability/tracing for document workflows (post, context). A Claude Code harness server (@dzhng) and an open Computer Use Agent using open models/smolagents/E2B (@amir_mahla) round out the OSS options. Infra and open-source:…

…like OpenClaw and Scout, drawing on the full enterprise context exposed by context layers like Work IQ (heavily dogfooded by his C-suite), and building up private evals and traces as a new form of Token IP AI ROI: On one hand, enterprises…

…between using their framework and "sticking it all in context". There will likely not be a clear winner here for a long time and AI Engineers will simply have to be familiar with both. {% if medium == 'web' %} Table of Contents [TOC] {%…

…introduced Mistral NeMo as a 12B model supporting 128k token context window, FP8 aligned checkpoint, and strong performance on academic, chat, and fine-tuning benchmarks. It's multilingual in 9 languages with a new Tekken tokenizer.…