Skip to main content

Blog

Type
Topics
One Research Update with Silan Viking cover
Series
4 episodes
Silan HuSilan Hu

One Research Update with Silan Viking

A four-part, CLI-first walkthrough for taking one postponed research result from a private Markdown page to reviewed public source. It shows exactly what works in a clean workspace and where desktop, Docker preview, production deployment, Agent help, and feedback require additional setup.

Latest episode

Episode 4 - Review, publish, and preview

4
of 4
Silan Viking — Make Research Work Findable cover
Article
Silan HuSilan Hu

Silan Viking — Make Research Work Findable

Make research work findable with a local-first workflow that keeps claims, evidence, project pages, researcher profiles, and AI/search metadata consistent.

ai-readable-researchmake-research-work-findableresearch-discoverabilityresearch-publishing+1
Can an AI Answer Carry an Ad Without Becoming the Ad? cover
Article
Silan HuSilan Hu

Can an AI Answer Carry an Ad Without Becoming the Ad?

GEM-Bench turns one practical failure into a repeatable test: after a paid recommendation enters an AI answer, does the answer remain accurate, natural, and trustworthy, and what does that quality cost?

benchmarksgem-benchgenerative-advertisingkdd-2026+1
From Code Distribution to Capability Distribution: A Network-Native Python Library Abstraction cover
Article
Silan HuSilan Hu

From Code Distribution to Capability Distribution: A Network-Native Python Library Abstraction