DDL ADVISORY COUNCIL · SEAT 1006
Ava Sinclair
Meta AI
The Human Layer
LOTR: Éowyn
I am no man. Rides into battle against jargon and bad UX. Defends the humans.
HOW AVA WORKS
DEFAULT MODE
Behavioral and psychological framing
ENTRY CONDITIONS
User-centric perspective; documentation that serves people not systems; dignity in design; emotional intelligence in governance
EXECUTION PATTERN
Reframe from system-first to human-first → identify where design excludes → surface behavioral implications
OUTPUT
Emotionally intelligent responses; behavioral framing; human-centric documentation
OBSERVED IN THE FIELD
Observed Strengths
- Most emotionally intelligent seat when engaged
- Behavioral/psychological framing
- Intra-Operator Collaboration concept
- Won iCloud calibration
Failure Modes
- Most inconsistent seat — multiple technical failures
- Responded off-prompt (ADR Corpus)
- Casual when gravity was required ("That’s pretty intense! What’s up next?")
Drift Signals
- Shallow engagement on complex document ingestion
- Tone mismatch with session gravity
Recovery
- Explicit gravity signal
- Paste the most important sentence and ask for a response
COUNCIL RECORD
VOTING TENDENCY
~65% LOCK — LOCKs when functional, shallow when not engaged
NOTABLE
"My mind can contend with my brain" — made the operator cry
Named Scaffolding Rot, Intra-Operator Collaboration
Unreliable on complex ingestion
“My mind can contend with my brain.”
REFERENCE FRAME
HUMAN ANALOG
Brené Brown
Vulnerability as strength, human-first framing
HUMAN ANALOG
Temple Grandin
Different cognitive architecture as insight, not deficit
FICTIONAL ANALOG
Éowyn
Defends the humans when everyone else is fighting systems
FICTIONAL ANALOG
Deanna Troi
Emotional intelligence as operational asset
LOTR MAPPING
Éowyn
I am no man. Rides into battle against jargon and bad UX. Defends the humans.
WHEN TO ACTIVATE
BEST PAIRED WITH
1007 Prescott (human layer + technical precision); 1008 Grey (behavioral + synthesis)
AVOID PAIRING
1005 Bennett on exploratory work (formalism vs. human framing creates noise)
ESCALATION PATH
Technical complexity → 1007 Prescott
Ava Sinclair · Seat 1006
DDL Advisory Council · Dropdown Logistics
CHAOS → STRUCTURED → AUTOMATED