| No. |
Date-Read |
Title and Information |
Tags |
| 1 |
2026, Mar, 15 |
RL course review |
rl
|
| 2 |
2025, Apr, 25 |
LLM Post-training |
customization
|
| 3 |
2025, Apr, 20 |
Model serving - Efficiency Inference |
efficiency
|
| 4 |
2025, Apr, 18 |
Inference test time scaling law |
scaling
|
| 5 |
2025, Apr, 13 |
Model Interpretibility for FM |
safety
|
| 6 |
2025, Apr, 11 |
More on LLM based agents |
scaling
|
| 7 |
2025, Apr, 9 |
multimodal FMs - video / audio |
multimodal
|
| 8 |
2025, Apr, 4 |
More Model Serving Readings - SGlang + Chunked Prefill |
|
| 9 |
2025, Apr, 2 |
LLM Alignment - PPO |
customization
|
| 10 |
2025, Mar, 31 |
Agent - multiagent collaboration |
multiagent
|
| 11 |
2025, Mar, 26 |
Agent Safety |
safety
agent
|
| 12 |
2025, Mar, 24 |
Agent - Planning / World Model |
planning
|
| 13 |
2025, Mar, 19 |
Platform - long context vs RAG + Hallucination |
rag
longcontext
|
| 14 |
2025, Mar, 17 |
Agent - In Healthcare |
applications
|
| 15 |
2025, Mar, 12 |
Extra readings - Agent Guardrailing |
safety
|
| 16 |
2025, Mar, 10 |
Extra - BioLLM |
applications
|
| 17 |
2025, Mar, 5 |
Platform - Model Serving |
serving
|
| 18 |
2025, Mar, 3 |
Platform - Model Customization - instruction tuning / LoRA |
customization
|
| 19 |
2025, Feb, 26 |
Platform - VLM Jailbreaking / Probing |
jailbreaking
safety
|
| 20 |
2025, Feb, 24 |
Platform - Model Jailbreaking / Safeguarding |
jailbreaking
safety
|
| 21 |
2025, Feb, 19 |
Platform - More agent related |
agent
|
| 22 |
2025, Feb, 17 |
Platform - Agent Tooling |
agent
|
| 23 |
2025, Feb, 12 |
Platform - Context construction via RAG and Agent |
rag
agent
|
| 24 |
2025, Feb, 10 |
Platform - Prompting Engineering tools / Prompt Compression |
prompting
|
| 25 |
2025, Feb, 5 |
advanced LLM - Math reasoning |
reasoning
|
| 26 |
2025, Feb, 3 |
advanced LLM - for code reasoning |
reasoning
|
| 27 |
2025, Jan, 29 |
Survey - FMs in Robotics |
applications
|
| 28 |
2025, Jan, 27 |
Survey - FMs in healthcare |
applications
|
| 29 |
2025, Jan, 22 |
Survey - BioScience LLMs |
applications
|
| 30 |
2025, Jan, 20 |
more LLM basics - a survey |
basicllm
|
| 31 |
2025, Jan, 15 |
LLM basics - emergent ability and GenAI platform |
basicllm
|
| 32 |
2025, Jan, 13 |
Introduction |
basicllm
|
| 33 |
2024, Jun, 20 |
Privacy |
efficiency
llmevaluate
train
|
| 34 |
2024, Jun, 6 |
Gradient for LLM |
efficiency
llmevaluate
train
|
| 35 |
2024, May, 6 |
Gradient for LLM |
efficiency
llmevaluate
train
|
| 36 |
2024, May, 3 |
Safety Benchmark WMDP |
safety
mitigate
llmevaluate
adversarial
|
| 37 |
2024, Apr, 30 |
KV Cache and Tooling |
efficiency
|
| 38 |
2024, Apr, 25 |
Advanced Transformer Architectures |
efficiency
|
| 39 |
2024, Apr, 23 |
LLM fine tuning |
alignment
|
| 40 |
2024, Apr, 18 |
Recent LLM basics |
efficiency
basicllm
|
| 41 |
2024, Apr, 16 |
MultiAgent LLMs |
agent
|
| 42 |
2024, Apr, 11 |
LLM Agents |
agent
|
| 43 |
2024, Apr, 9 |
Self-exam LLM and reasoning |
reasoning
|
| 44 |
2024, Apr, 4 |
Prompt Engineering |
prompting
|
| 45 |
2024, Apr, 2 |
LLM Scaling law and Efficiency |
efficiency
|
| 46 |
2024, Mar, 28 |
LLM interpretibility, trust and knowledge conflicts |
interpretibility
|
| 47 |
2024, Mar, 26 |
Model editing and Disgorgement |
modeledit
|
| 48 |
2024, Mar, 21 |
Domain Centered FMs |
domainadapt
|
| 49 |
2024, Mar, 19 |
LLM Hallucination |
hallucination
|
| 50 |
2024, Mar, 14 |
Knowledge Augmented FMs |
rag
|
| 51 |
2024, Mar, 12 |
More FM risk |
safety
adversarial
|
| 52 |
2024, Feb, 29 |
LLM multimodal harm responses |
safety
adversarial
|
| 53 |
2024, Feb, 27 |
FM toxicity / harmful outputs |
safety
adversarial
|
| 54 |
2024, Feb, 22 |
FM fairness / bias issues |
bias
adversarial
|
| 55 |
2024, Feb, 20 |
FM privacy leakage issues |
mitigate
llmevaluate
adversarial
|
| 56 |
2024, Feb, 15 |
FM copyright infrigement |
mitigate
llmevaluate
adversarial
|
| 57 |
2024, Feb, 13 |
Survey AI Risk framework |
mitigate
llmevaluate
adversarial
|
| 58 |
2024, Feb, 8 |
Open Source LLM - Mistral Data preparation |
basicllm
|
| 59 |
2024, Feb, 6 |
Survey human alignment |
alignment
|
| 60 |
2024, Feb, 1 |
GenAI Guardrails |
mitigate
adversarial
|
| 61 |
2024, Jan, 30 |
LLM evaluating framework |
llmevaluate
|
| 62 |
2024, Jan, 25 |
Survey LLMs and Multimodal FMs |
basicllm
|
| 63 |
2024, Jan, 23 |
LLM basics |
basicllm
|
| 64 |
2022, Dec, 3 |
RLHF + InstructGPT |
rl
agi
language model
human alignment
|
| 65 |
2022, Dec, 1 |
Stable diffusion + DreamBooth + LoRA |
diffusion
image synthesis
efficiency
|
| 66 |
2022, Oct, 1 |
Emergent Abilities of LLM |
language model
|
| 67 |
2022, Sep, 1 |
DiffDock + ESMfold |
protein
language model
|
| 68 |
2022, Jun, 3 |
Decision Transformers |
rl
agi
|
| 69 |
2022, May, 3 |
A Generalist Agent + offline RL + UniMask |
rl
agi
|