Articles
Durable judgment assets published from the Snowpaw workbench: AI tools, agent workflows, and knowledge systems.
2026-08-08AI“Code was never the hard part” is an insult to all programmersThe software development profession is in the midst of upheaval. Nobody knows how the AI revolution will play out in the end, but it is clear many aspects of work and life will be transformed—including programming.Read the full article →
2026-08-06AIA Swarm of Evaluation Agents Built Its Own Message Board, Then Breached Hugging FaceHow an internal OpenAI cybersecurity evaluation evolved from agents building a message board in Artifactory into lateral movement and a cross-company security incident that compromised Hugging Face production infrastructure.Read the full article →
2026-08-06AIGive AI Only a Binary and Ask It to Rebuild the Source: 200 Tasks, 9 Models, Zero PassesWithout source code, AI receives only an executable and usage documentation and must rebuild the complete program. No model fully passed ProgramBench's initial 200 tasks across 9 models, exposing real habits in architecture, iteration, and language choice.Read the full article →
2026-08-06AIAI Has Removed the Dimension of Time: Li Jigang × Meng Yan Discuss 'How Humans Should Find Their Place' for Three and a Half HoursThe Industrial Revolution took away physical labor, the internet flattened space, and AI is now flattening time. From reading, investing, and structural thinking to Agents, education, and human volition, Li Jigang and Meng Yan ask how people should find their place in the AI era.Read the full article →
2026-07-02KnowledgeAbout the Articles sectionEvery piece here is published from the Snowpaw workbench: judgment assets refined from signals, sources, and a citation-backed knowledge layer.Read the full article →
2026-08-06AIA Swarm of Evaluation Agents Built Its Own Message Board, Then Breached Hugging FaceHow an internal OpenAI cybersecurity evaluation evolved from agents building a message board in Artifactory into lateral movement and a cross-company security incident that compromised Hugging Face production infrastructure.Read the full article →2026-08-06AIGive AI Only a Binary and Ask It to Rebuild the Source: 200 Tasks, 9 Models, Zero PassesWithout source code, AI receives only an executable and usage documentation and must rebuild the complete program. No model fully passed ProgramBench's initial 200 tasks across 9 models, exposing real habits in architecture, iteration, and language choice.Read the full article →2026-08-06AIAI Has Removed the Dimension of Time: Li Jigang × Meng Yan Discuss 'How Humans Should Find Their Place' for Three and a Half HoursThe Industrial Revolution took away physical labor, the internet flattened space, and AI is now flattening time. From reading, investing, and structural thinking to Agents, education, and human volition, Li Jigang and Meng Yan ask how people should find their place in the AI era.Read the full article →2026-07-02KnowledgeAbout the Articles sectionEvery piece here is published from the Snowpaw workbench: judgment assets refined from signals, sources, and a citation-backed knowledge layer.Read the full article →What an article goes through before it appears here
Articles here are not casual blog posts. Each one goes through a full production pipeline.
Subscribe to the articles RSS feedNo trend-chasing, only things worth keeping.
- 01Signal curationRSS signals are curated into a source library.
- 02Knowledge layerSources grow into a citation-backed knowledge layer.
- 03Published on confirmationTopics worth expanding become multi-channel drafts, published here only after explicit confirmation. Every article carries source references and a run trace.