Video library

Every video from the Humanitarians AI channel, newest first. Each one opens as a full article with the video on top, chapters, and a searchable transcript.

3:05

Extract, Don't Decide: Using LLMs for Structured Signal Extraction | Mycroft

November 4, 2026

3:25

RAG Tokenization: Why Financial Text Costs 3x More and Causes Silent Truncation | Ameya

November 4, 2026

3:25

RAG Evaluation in Production: CI and CD Golden Set Gates and Live Monitoring

November 4, 2026

3:14

RAG Embeddings: Mean Pooling, Memory Bandwidth, and the 12x Batching Speedup | Ameya

November 4, 2026

3:18

RAG Chunking Explained: Fixed vs Recursive Splitting and Retrieval Quality | Ameya

November 4, 2026

2:05

Mycroft: From CLI to API

November 4, 2026

2:05

What Is An Agent Harness? | Aishwarya Patil

November 4, 2026

1:40

Mycroft: Building the Frontend

November 4, 2026

1:53

What Is AI Red Teaming | Aishwarya Patil

November 4, 2026

4:14

AI Status Reports: How to Use AI Summaries Without Sending Confident Lies | Sanjana

November 4, 2026

3:21

The Review Gate: How We Quality Control 88 AI Fellow Videos in Two Weeks | Sanjana

November 4, 2026

4:48

Continuous Batching Explained: Eliminating Idle GPU Slots in LLM Serving | Chinombe Simbaremuteuro

November 4, 2026

3:39

Energy Recycling in Photonics — Three Things Called “Recycling” | Uday Sonawane

November 4, 2026

3:29

The Denominator Problem: When Percentages Mislead | Uday Sonawane| Mycroft

November 4, 2026

4:46

How AI Understands Intent and Routes User Requests | Mycroft AI

November 4, 2026

3:48

Retrieval in Production | How AI Retrieval Pipelines Work | Anjana Nambiar

November 4, 2026

2:11

Automated Testing, Pytest & GitHub Actions CI/CD | Mycroft AI

November 4, 2026

2:08

STEM & AI Architecture | Regression Testing, Model Drift & GitHub Actions | Onkar Bhujbal

November 4, 2026

3:54

Open-Source AI Development & Pull Request Review | Mycroft AI

November 4, 2026

4:49

The Birthday Paradox Explained |Why 23 People Are Enough |Probability & Statistics |Tanmay Kulkarni

November 4, 2026

2:22

The Blind Spot in SETI Searches: AI in Astronomy

November 4, 2026

2:35

Claude Skills Explained: Web Artifacts Builder | Instructions vs. Real Coding Judgment

November 4, 2026

1:37

Rebuilding Chapter 6 & Shared Module Fixes

November 4, 2026

0:55

New Studio Intro & Outro Approved

November 4, 2026