2-Do List — Day 34 | AI Education Project

Primary — Series Depth Additions

Part 5 — Inference walkthrough — concrete worked example (e.g. "What's the capital of France?") traced through all 8 existing pipeline steps — same treatment as the Self-Attention glossary entry, not a rewrite of the pipeline itself
Part 7 — target links on the Complete Stack recap — mirror the Part 1 Six Layers treatment. 5 of 6 rows map cleanly: Interface→6, Inference→5, Model→4, Training→3, Hardware→2. Open question: the Application Layer row points to Part 7 itself — leave unlinked, or point elsewhere (series index? top of page?)
Outbound Reference Material links — add target="_blank" rel="noopener" to the TMA/deep-dive/learning links at the bottom of all 7 parts (distinct from internal series nav, already done on Part 1)

Primary — Glossary Build-Out

Prototype validated with 2 working entries (GPU, Self-Attention) — click-to-reveal modal mechanic confirmed good
Remaining terms to build: TPU, VRAM, Interconnect, Cluster, Tokenization, Transformer, Parameter, RLHF, Context Window, Temperature
Design questions to resolve: modal dialog vs. inline expand; fixed four-section shape (What It Is / How It's Built / Analogy / Why It Matters) vs. flexible per term
Source-of-truth rule established: each term maps to one canonical series page even when mentioned elsewhere (e.g. Tokenization → Part 4, not Part 3, since Part 4 has the worked examples)
Decide on real directory placement — Craig has a glossary/ directory already created and files downloaded there, JIC
Consider as the candidate for the parked "third AI-NEW.html card" once built out

Parking Lot

TMA breadcrumbs — 15 files, Template E (TMA/AI/) and Template F (TMA/LLM/)
Site-wide consistent footer

Standing Close Protocol

vnu all modified files
Run check_tree -a — confirm clean
Remove any ~ backup files
Diary entry for Day 34
2DO list for Day 35
Tars: tar czf AI.tar AI/ tar czf EXPANDED.tar EXPANDED/ tar czf CMDS.tar CMDS/

Completed — Day 33

Rereviewed Parts 01–06 — confirmed depth already matches the established standard, no expansion needed
Six Layers stack diagram on Part 1 linked to corresponding parts, with hover states and target="_blank"
Glossary/definitions concept prototyped and validated — GPU and Self-Attention entries built
Resolved two false-alarm parking-lot items: the "Day 31 2DO gap" (never real) and "lessons-learned.html Days 11–32" (became Episode 6 instead)

Completed — Days 1–32

Breadcrumb navigation, CLI tool deep-dives, audit sprint to zero orphans/broken links
How AI Actually Works series — Parts 1–7 + index, complete and validated
AI-NEW.html card rebalance (6→8), external-ai-tools.html split out
Episode 6: Thirty Days Later — new episode built and linked

2-Do List — Day 34