Blog Posts

What if an AI agent could actually reproduce a research paper? Research papers are full of...

A review and reflection on David Parnas's 1994 classic paper on software degradation, maintainability, and root causes of system obsolescence.

Qwen3.8-Flash-Next Another open weights model from Qwen. This one is "a multimodal MoE model that also serves as an early preview of the architecture used in Qw

Research-backed insights into why customers leave reviews — and how to trigger the right motivation.

How PicNet's blog pipeline works: a JSON topic backlog, automated weekly research, a drafted post on a review branch, and a human editor who merges.

When people think about preprints, arXiv is often the first platform that comes to mind. It is...

I use Zotero to manage research papers, textbook notes, and a growing "wrong-answer book" for exam...

A new paper on arXiv just showed how to do GPU offload in Rust with portability, safety, and...

Short answer: combine lexical and embedding candidates, fuse ranks rather than raw scores, rerank...

Short answer: Choose the image generation API whose output contract you can validate and observe, not...

A new arXiv paper finds LLMs give shorter, less formal answers to prompts written in a hedged, polite register. Names changed nothing. Here's why that hits Sri

Mixture‑of‑Experts scaling for multimodal retrieval Large Mixture‑of‑Experts (MoE) models now handle...

Short answer: for a small fintech product that turns reviewer voice notes into structured code...

Deep dive into the gating router mechanisms of Mixtral 8x7B and DeepSeek-V2, expert parallelism strategies, and VRAM memory offloading patterns across multi-GPU

A hands-on test of BGE-M3 + Qwen3 (RAG vs. direct-context answering) on a real research paper and a...

A paper from researchers at ELLIS Institute Tübingen, the Max Planck Institute for Intelligent...

Short answer: for a marketplace SaaS chatbot that reviews code changes, choose the runtime pattern...

A practical guide to API-first CMS architecture — omnichannel delivery, developer control, editor experience trade-offs, preview complexity, and glue code cost.

What posting to arXiv does and does not certify, what peer review actually catches, and how to weight a paper you cannot verify.

What an ablation table is for, how to tell a real one from a decorative one, and what its absence tells you about a paper.

A practical workflow for discovering research papers with natural-language queries, reading the original sources, and keeping every finding traceable.

Summary In a repository I run on my own for research papers and research operations, I...

A Google Scholar API for bulk paper search: titles, authors, years, citation counts, and PDF links as JSON from $1.50 per 1,000.

The customer journey has been continuously evolving over the years, but there’s no denying that what’s happening right now feels different. Not long ago, the pa