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The Whole Menu.

Every tile we've ever rolled out: across every counter, on one wall.

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SkillOpt: Self-Evolving Agent Skills
new
02 · paper

SkillOpt: Self-Evolving Agent Skills

Microsoft's new system lets AI agents rewrite their own tools when the world changes.

6 slices · ~5m
Google AI Cracks 9 Unsolvable Erdős Math Problems
01 · fresh

Google AI Cracks 9 Unsolvable Erdős Math Problems

Some of these puzzles stumped human mathematicians for 56 years. Google DeepMind's AlphaProof Nexus just solved 9 of them autonomously.

7 slices · ~5m
Attention Is All You Need
02 · paper

Attention Is All You Need

The 2017 paper that killed sequential AI and sparked the LLM era.

7 slices · ~6m
BERT & GPT-1: The Fork
02 · paper

BERT & GPT-1: The Fork

The 2018 split that divided AI into readers and writers.

7 slices · ~6m
Language Models are Few-Shot Learners
02 · paper

Language Models are Few-Shot Learners

The 2020 paper that made prompting the new programming.

6 slices · ~5m
InstructGPT & Chinchilla: The Optimization
02 · paper

InstructGPT & Chinchilla: The Optimization

The two 2022 papers that proved raw scale was only half the answer.

6 slices · ~5m
The Sensory Shift: Native Multimodality
02 · paper

The Sensory Shift: Native Multimodality

How Gemini 1.5 and GPT-4o taught AI to see, hear, and speak from a single brain.

6 slices · ~5m
The Reasoning Era
02 · paper

The Reasoning Era

How DeepSeek-R1 and s1 moved the AI frontier from training compute to thinking time.

6 slices · ~5m
Tokenization: How AI Reads Text
03 · homemade

Tokenization: How AI Reads Text

AI doesn't read words. It reads bricks of text called tokens.

8 slices · ~5m
Embeddings: How AI Understands Meaning
03 · homemade

Embeddings: How AI Understands Meaning

Words as coordinates. The trick behind every AI that feels smart.

8 slices · ~7m
Vector Databases: Semantic Search at Scale
03 · homemade

Vector Databases: Semantic Search at Scale

From keyword matching to finding meaning. The database that understands context.

5 slices · ~5m
Neural Networks: The Engine of AI
03 · homemade

Neural Networks: The Engine of AI

Digital neurons, layered deep. The engine behind every AI breakthrough.

7 slices · ~6m
Attention Mechanism & Transformers
03 · homemade

Attention Mechanism & Transformers

The architectural secret behind GPT, Claude, and Gemini.

5 slices · ~4m
Weights & Biases: AI's Control Panel
03 · homemade

Weights & Biases: AI's Control Panel

70 billion dials. All tuned to perfection.

6 slices · ~5m
Pre-Training vs. Fine-Tuning
03 · homemade

Pre-Training vs. Fine-Tuning

Two phases. One brain. Here's how a model goes from clueless to expert.

7 slices · ~5m
AI Alignment & RLHF
03 · homemade

AI Alignment & RLHF

Why brilliant AI can still go terribly wrong. And how we fix it.

6 slices · ~5m
Spec-Driven Context Engineering
04 · sauce

Spec-Driven Context Engineering

Stop context rot. Ship with the GSD Method.

7 slices · ~7m
The Autonomous Hill-Climber
04 · sauce

The Autonomous Hill-Climber

What if the AI stubbornly fixed its own mistakes until it worked?

8 slices · ~7m
Prompt Caching
04 · sauce

Prompt Caching

Ask a million times. Pay for one.

8 slices · ~6m
Progressive Context Disclosure
04 · sauce

Progressive Context Disclosure

Give the AI the rules it needs. Nothing more.

8 slices · ~5m