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Attention Is All You Need: The Transformer

A diagram-rich generated explanation from the public library.

Machine LearningTransformersAttention
Aug 18, 2026 45 min read 970

Action Chunking with Transformers (ACT): Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware

A diagram-rich generated explanation from the public library.

Machine LearningTransformers
Aug 18, 2026 45 min read 905

HIL-SERL: Human-in-the-Loop Sample-Efficient Robotic Reinforcement Learning for Dexterous Manipulation

A diagram-rich generated explanation from the public library.

Machine LearningReinforcement Learning
Jun 10, 2026 45 min read 901

World Action Models are Zero-shot Policies: The DreamZero Approach

A diagram-rich generated explanation from the public library.

Deep Dive
May 18, 2026 45 min read 672

From Imitation to Refinement – Residual RL for Precise Robotic Assembly

A diagram-rich generated explanation from the public library.

Reinforcement LearningDiffusion
Jun 16, 2026 45 min read 652

I-JEPA: Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

Self-supervised vision model for learning image representations.

Deep Dive
May 1, 2026 87 min read 633

KV Caching in Autoregressive Transformers

KV Caching

Machine LearningTransformersAttention
May 26, 2026 45 min read 536

DeepSeek's Plugin Paradigm: Spatiotemporal Composability

A plugin registers commands, subscribes to events, allocates resources, and changes shared state. Loading is easy because the host can start execut...

Dynamic software compositionplugin systemsrevertible effects
Aug 28, 2026 12 min read 485

Vector Embeddings and Vector Databases

Vector Embeddings and Vector Databases

DatabasesVector Databases
May 10, 2026 45 min read 480

B-spline Policy: Continuous Action Curves for Fast Manipulation

A diagram-rich generated explanation from the public library.

Machine Learning
Aug 4, 2026 45 min read 473

Tokenization for LLMs: From Raw Text to Model Inputs

Type hello, world! into an LLM. To you, that string is already meaningful: two familiar words, a comma, a space, and an exclamation mark. To the ne...

Large Language Modelstokenizationsubword algorithms
Sep 14, 2026 40 min read 455

Speculative Decoding: Lossless Acceleration for Large Language Models

Speculative Decoding in LLM's

LLMs
May 23, 2026 45 min read 436