Change ledger
Every published revision stays in the ledger; entries are not silently overwritten.
| Changed | Revision | Entry | Change | Kind |
|---|---|---|---|---|
| r3 | ARC-AGI-2 | Seed corpus update | benchmark | |
| r3 | GAIA | Seed corpus update | benchmark | |
| r3 | GPQA | Seed corpus update | benchmark | |
| r3 | GSM8K | Seed corpus update | benchmark | |
| r3 | HarmBench | Seed corpus update | benchmark | |
| r3 | HumanEval | Seed corpus update | benchmark | |
| r3 | Humanity's Last Exam — static release | Seed corpus update | benchmark | |
| r3 | IFEval | Seed corpus update | benchmark | |
| r3 | LiveCodeBench | Seed corpus update | benchmark | |
| r3 | LongBench v2 | Seed corpus update | benchmark | |
| r3 | MATH | Seed corpus update | benchmark | |
| r3 | MMLU | Seed corpus update | benchmark | |
| r3 | MMLU-Pro | Seed corpus update | benchmark | |
| r3 | MMMU | Seed corpus update | benchmark | |
| r3 | MTEB v1 | Seed corpus update | benchmark | |
| r3 | OSWorld | Seed corpus update | benchmark | |
| r3 | SWE-Bench Pro | Seed corpus update | benchmark | |
| r3 | SWE-bench Verified — historical release | Seed corpus update | benchmark | |
| r3 | TruthfulQA | Seed corpus update | benchmark | |
| r4 | AI agents | Seed corpus update | concept | |
| r4 | AI governance | Seed corpus update | trend analysis | |
| r4 | AI guardrails | Seed corpus update | concept | |
| r4 | AI mathematics reading path | Seed corpus update | reading path | |
| r4 | AI winters | Seed corpus update | historical period | |
| r4 | AI21 Labs | Seed corpus update | company | |
| r2 | ARC-AGI-2 | Seed corpus update | benchmark | |
| r4 | Adam | Seed corpus update | optimization method | |
| r4 | Agentic software | Seed corpus update | trend analysis | |
| r4 | Alibaba Qwen | Seed corpus update | research and product organization | |
| r4 | AlphaFold | Seed corpus update | protein-structure prediction system | |
| r4 | Amazon AI and AWS | Seed corpus update | company division | |
| r4 | Amazon Bedrock | Seed corpus update | managed AI platform | |
| r4 | Anthropic | Seed corpus update | company | |
| r4 | Artificial intelligence | Seed corpus update | concept | |
| r4 | Attention Is All You Need | Seed corpus update | research paper | |
| r4 | Attention complexity | Seed corpus update | complexity analysis | |
| r4 | BERT | Seed corpus update | encoder language model | |
| r4 | BERT | Seed corpus update | research paper | |
| r4 | Backpropagation | Seed corpus update | differentiation algorithm | |
| r4 | Baidu AI | Seed corpus update | company division | |
| r4 | Bayes' rule | Seed corpus update | probability identity | |
| r4 | Building source-backed AI research | Seed corpus update | field guide | |
| r4 | CLIP | Seed corpus update | vision-language model | |
| r4 | Chain rule | Seed corpus update | calculus rule | |
| r4 | ChatGPT | Seed corpus update | consumer AI product | |
| r4 | Choosing an AI system | Seed corpus update | field guide | |
| r5 | Claude | Seed corpus update | AI assistant product | |
| r4 | Claude model family | Seed corpus update | language-model family | |
| r4 | Cognition | Seed corpus update | company | |
| r4 | Cohere | Seed corpus update | company | |
| r4 | Command model family | Seed corpus update | enterprise language-model family | |
| r4 | Computing Machinery and Intelligence | Seed corpus update | research paper | |
| r4 | Conditional probability | Seed corpus update | probability concept | |
| r4 | Context window | Seed corpus update | concept | |
| r4 | Cosine similarity | Seed corpus update | similarity measure | |
| r4 | Cross-entropy | Seed corpus update | loss function | |
| r4 | Cursor | Seed corpus update | AI code editor | |
| r4 | DALL-E | Seed corpus update | text-to-image model family | |
| r4 | DOAJ open article metadata | Seed corpus update | open research infrastructure | |
| r4 | Deep learning | Seed corpus update | concept | |
| r4 | DeepSeek-V3 | Seed corpus update | mixture-of-experts language model | |
| r4 | Denoising Diffusion Probabilistic Models | Seed corpus update | research paper | |
| r4 | Devin | Seed corpus update | software-engineering agent | |
| r4 | Diffusion models | Seed corpus update | generative model family | |
| r4 | Direct Preference Optimization | Seed corpus update | concept | |
| r4 | Direct Preference Optimization | Seed corpus update | research paper | |
| r4 | Dot product | Seed corpus update | operation | |
| r4 | Embeddings | Seed corpus update | concept | |
| r4 | Enterprise AI reading path | Seed corpus update | reading path | |
| r4 | Enterprise operational AI | Seed corpus update | historical period | |
| r4 | Entropy | Seed corpus update | information measure | |
| r4 | Fine-tuning | Seed corpus update | concept | |
| r4 | Foundation model | Seed corpus update | concept | |
| r4 | Foundation models in robotics | Seed corpus update | trend analysis | |
| r2 | GAIA | Seed corpus update | benchmark | |
| r2 | GPQA | Seed corpus update | benchmark | |
| r4 | GPT model family | Seed corpus update | language-model family | |
| r2 | GSM8K | Seed corpus update | benchmark | |
| r4 | Gaussian Error Linear Unit | Seed corpus update | activation function | |
| r4 | Gemini | Seed corpus update | AI assistant and model platform | |
| r4 | Gemini model family | Seed corpus update | multimodal model family | |
| r4 | Generative Adversarial Networks | Seed corpus update | research paper | |
| r4 | GitHub Copilot | Seed corpus update | developer tool | |
| r4 | Google DeepMind | Seed corpus update | research laboratory | |
| r4 | Gradient descent | Seed corpus update | optimization method | |
| r4 | Grok | Seed corpus update | AI assistant and model family | |
| r4 | Grok model family | Seed corpus update | language-model family | |
| r2 | HarmBench | Seed corpus update | benchmark | |
| r4 | Highly accurate protein structure prediction with AlphaFold | Seed corpus update | research paper | |
| r4 | How to read a model claim | Seed corpus update | field guide | |
| r4 | Hugging Face | Seed corpus update | company and community platform | |
| r4 | Hugging Face Hub | Seed corpus update | model and dataset platform | |
| r2 | HumanEval | Seed corpus update | benchmark | |
| r2 | Humanity's Last Exam — static release | Seed corpus update | benchmark | |
| r2 | IFEval | Seed corpus update | benchmark | |
| r4 | ImageNet Classification with Deep Convolutional Neural Networks | Seed corpus update | research paper | |
| r4 | Inference-time compute | Seed corpus update | trend analysis | |
| r4 | KL divergence | Seed corpus update | information measure | |
| r4 | Knowledge distillation | Seed corpus update | concept | |
| r4 | Landmark AI research reading path | Seed corpus update | reading path |