Elwalid — Reading & Working Notes

Working file. Take notes here as you go through the required reading (Onboarding Pack §2.A) and the optional 3-month deepening (§3). Not for Ahmed — for you. Things to capture: terms you didn’t know, ideas that connect to past work, things that contradict the thesis, things the docs assume but don’t define.


Reading log

DateItemHoursNotes file / questions raised
NOTQIN Industrial Intelligence Operating Thesis 2026
ISA-95 — Distilled
OT-UNS Reference Card
HiveMQ MQTT Essentials — Distilled
Morocco UNS Standard v0.1
4.0 Solutions intel (memory)
ThreadCloud + Knowledge Graphs (memory)
NIST Smart Manufacturing data analytics paper
PFE Backbone B5 (IA)

Concept floor self-check (Onboarding Pack §4)

  • ISA-95 5 levels — can recite
  • UNS vs point-to-point — can explain in 30 sec
  • MQTT QoS 1 vs 2 — when to use each
  • Sparkplug B Birth Certificate — what + why
  • OEE formula + required data
  • IATF 16949 / PPAP / 8D evidence chain
  • CBAM — what Jan 2026 changes
  • CNDP — what we can and can’t process
  • 5-layer model — example each layer
  • 6 target questions — recite from memory

Ideas / connections / contradictions

(Append dated bullets as you read.)

  • YYYY-MM-DD —

Things the thesis doesn’t answer (feed into §5 feedback)

Spikes / experiments tried

(Append a 1-line entry per spike. Detail lives in AI Spike Notes — Elwalid.)

See also