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.
445–456 of 523
Google's quality evaluation framework expanded from E-A-T to E-E-A-T in 2022. Here is what each dimension means in practice and how to demonstrate all four.
Mahmudul Haque Qudrati
CEO & ML Engineer
Great Expectations lets you define what good data looks like, validate it automatically in your pipeline, and generate documentation - catching data issues before they corrupt your models.
Mahmudul Haque Qudrati
CEO & ML Engineer
Drizzle generates raw SQL with zero overhead and runs in Edge Runtime, while Prisma offers a mature ecosystem and Accelerate caching - here is the full comparison.
Mahmudul Haque Qudrati
CEO & ML Engineer
DeepEval integrates with pytest to give LLM responses the same test coverage discipline as regular code - hallucination checks, bias detection, and CI-gated quality gates.
Mahmudul Haque Qudrati
CEO & ML Engineer
LLaVA 1.6 (LLaVA-Next) improves on its predecessor with dynamic high-resolution processing and 4x more instruction tuning data, achieving MMBench scores competitive with GPT-4V on several benchmarks.
Mahmudul Haque Qudrati
CEO & ML Engineer
ReAct interleaves reasoning traces with actions, enabling LLMs to use tools while maintaining a reasoning chain - the foundational pattern behind LangChain agents and modern AI assistants.
Mahmudul Haque Qudrati
CEO & ML Engineer
NVIDIA entered the foundation model market with two distinct plays: Nemotron-4 340B for synthetic data generation pipelines, and Llama-3.1-Nemotron-70B-Instruct with an Arena Hard score of 85.1% for enterprise inference.
Mahmudul Haque Qudrati
CEO & ML Engineer
OpenAI o3 scores 87.5% on ARC-AGI and 96.7% on AIME 2024. Here's what compute-optimal inference scaling means and how to use o3-mini cost-effectively.
Mahmudul Haque Qudrati
CEO & ML Engineer
Zhipu AI's CogVLM2 introduces a Visual Expert Module that gives visual tokens their own weight matrices, enabling richer image and video understanding than shared-weight alternatives.
Mahmudul Haque Qudrati
CEO & ML Engineer
Vite 6 introduces a unified Environment API for client/SSR/worker builds and ships an experimental Rolldown bundler that is 10x faster than Rollup.
Mahmudul Haque Qudrati
CEO & ML Engineer
GEO is the emerging discipline of optimizing content for AI-generated answers rather than traditional search rankings. Here is what the research says actually works.
Mahmudul Haque Qudrati
CEO & ML Engineer
Moondream2 is a 1.9B parameter vision-language model that fits in 1.2GB RAM when quantized, enabling image captioning, visual Q&A, and object detection on embedded hardware and edge devices.
Mahmudul Haque Qudrati
CEO & ML Engineer