41554 blogs · [
{
"id": "01a08726-ac61-72d3-9b54-a2009d01517e",
"title": "The Second Half of AI for Science",
"url": "https://amberljc.github.io/blog/2026-06-10-second-half-of-ai-for-science.html",
"published_at": "2026-06-10T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a2009df61969",
"title": "The Last Human-Written Paper: Agent-Native Research Artifacts",
"url": "https://amberljc.github.io/blog/2026-04-24-the-last-human-written-paper.html",
"published_at": "2026-04-24T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a2009ef2fead",
"title": "The Golden Age of Research Starts Now",
"url": "https://amberljc.github.io/blog/2026-04-09-golden-age-of-research.html",
"published_at": "2026-04-09T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a2009f428a37",
"title": "I Built an Auto Research Claw Too. I'm Begging You Not to Trust It.",
"url": "https://amberliu2.substack.com/p/i-built-an-auto-research-claw-too",
"published_at": "2026-03-01T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a2009fd99e9e",
"title": "Don't Build Another Agent. Build Your Agent Skill.",
"url": "https://substack.com/home/post/p-189413321",
"published_at": "2026-02-15T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a083aaca",
"title": "Skill Evolving: What Happens When Agents Learn From Each Other",
"url": "https://substack.com/home/post/p-187895121",
"published_at": "2026-02-01T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a120bc47",
"title": "Decoding the DNA of AI Research Innovation",
"url": "https://substack.com/home/post/p-183998016",
"published_at": "2026-01-15T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a14dfabe",
"title": "The Rise of AI-Native Researchers",
"url": "https://amberljc.github.io/blog/2026-01-10-ai-native-researchers.html",
"published_at": "2026-01-10T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a17acfd4",
"title": "A Survival Guide for Machine Learning Systems Research",
"url": "https://amberljc.github.io/blog/2026-01-03-mlsys-survival.html",
"published_at": "2026-01-03T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a2720a87",
"title": "AI Research Engineering Skills",
"url": "https://www.orchestra-research.com/perspectives/ai-research-skills",
"published_at": "2025-11-20T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a34c2551",
"title": "My Experiment Agent Had a GPU Problem. It Led Me to \"Agent-Oriented Compute.\"",
"url": "https://amberljc.github.io/blog/2025-10-9-agent-oriented-compute.html",
"published_at": "2025-10-09T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a3e5fab7",
"title": "When LLMs Grow Hands and Feet: How to Design Agentic RL Systems",
"url": "https://amberljc.github.io/blog/2025-09-05-agentic-rl-systems.html",
"published_at": "2025-09-05T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a4354830",
"title": "My PhD Lessons as a ML Systems Researcher",
"url": "https://amberljc.github.io/blog/2025-06-15-my-phd-thoughts.html",
"published_at": "2025-06-15T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a514d93c",
"title": "EXP-Bench: Can AI Conduct AI Research Experiments?",
"url": "https://amberljc.github.io/blog/2025-05-11-exp-bench.html",
"published_at": "2025-05-11T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a518eb06",
"title": "Curie: Move Scientific Research at the Speed of Thought",
"url": "https://amberljc.github.io/blog/2025-02-01-curie.html",
"published_at": "2025-02-01T00:00:00+00:00"
},
{
"id": "01a08726-ac61-72d3-9b54-a200a60fc988",
"title": "How to Enhance Your LLM Beyond Pre-training",
"url": "https://amberljc.github.io/blog/2023-09-method-to-enhance-llm.html",
"published_at": "2023-09-01T00:00:00+00:00"
}
] posts Claim your blog