Field Notes
Our Blog
Insights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
// jump to
PristrenPristrenInsights on AI, Machine Learning, Web Development, and emerging technologies from industry experts.
// jump to
Built by Pristren
Reading about AI tools? Run your team on Zlyqor — chat, meetings, projects, and time tracking in one workspace.
457–468 of 523
Self-RAG introduces reflection tokens that let the model decide whether retrieval is needed and evaluate passage relevance and citation support, outperforming standard RAG on factuality benchmarks.
Mahmudul Haque Qudrati
CEO & ML Engineer
Llama 3.3 70B closes most of the gap with the 405B model through better instruction following data and RLHF improvements - delivering 405B-class performance at a fraction of the serving cost.
Mahmudul Haque Qudrati
CEO & ML Engineer
RAGAS gives you four principled, LLM-computed metrics - faithfulness, answer relevancy, context precision, and context recall - to objectively score your RAG system.
Mahmudul Haque Qudrati
CEO & ML Engineer
Haystack 2.0 from deepset offers a component-based pipeline architecture for building production RAG systems, with YAML-defined pipelines and a built-in evaluation framework.
Mahmudul Haque Qudrati
CEO & ML Engineer
Phi-3 Mini at 3.8B parameters outperforms Mixtral 8x7B on several benchmarks and runs in browsers via WebGPU or on Android/iOS via ONNX. Here's how.
Mahmudul Haque Qudrati
CEO & ML Engineer
dbt (data build tool) lets analysts transform data in the warehouse using SELECT statements, with built-in testing, documentation, and dependency tracking - no more unmaintainable SQL scripts.
Mahmudul Haque Qudrati
CEO & ML Engineer
Direct Preference Optimization eliminates the separate reward model and PPO loop from RLHF, deriving an equivalent alignment objective directly from preference data with a simple classification loss.
Mahmudul Haque Qudrati
CEO & ML Engineer
Shanghai AI Lab's InternVL2-26B scores 61.2% on MMMU - within 2 points of GPT-4V - using a 6B vision encoder and dynamic high-resolution image tiling.
Mahmudul Haque Qudrati
CEO & ML Engineer
Tailwind CSS v4 replaces tailwind.config.js with a CSS-first `@theme` directive and swaps PostCSS for Lightning CSS - here is everything that changed and how to migrate.
Mahmudul Haque Qudrati
CEO & ML Engineer
Google AI Overviews are reshaping search CTR patterns. Here is what triggers them, how Google selects sources, and how to optimize your content to be cited.
Mahmudul Haque Qudrati
CEO & ML Engineer
DistilBERT delivers 97% of BERT's performance at 40% smaller size and 60% faster inference, making it the practical default for production text classification that needs low latency on CPU.
Mahmudul Haque Qudrati
CEO & ML Engineer
Runway Gen-3 Alpha raises the bar for AI video with dramatically improved temporal consistency, a motion brush tool for selective animation, and Act One for transferring facial performances onto generated characters.
Mahmudul Haque Qudrati
CEO & ML Engineer