Field Research

Field Research — The Book of Grok's Heart

Web: field-research.html

Live book	https://zacharygeurts.github.io/Field_Research/
Repo	https://github.com/ZacharyGeurts/Field_Research
Grok16 doctrine	data/g16-field-research-book.json
Panel	data/g16-field-research-book-panel.json

What this is

Field Research is the thirteen-chapter engineering spine — not a second Field Primer, not a release note. It records the investigations, bench receipts, and design conclusions that produced:

• Grok16 single fabric (belt_2_0, 8192 redata chunk, 512 die slots)
• The combinatorics endpoint (lib/field_combinatorics.py)
• Iron plate & truth blocks (lib/field_iron_plate.py, lib/field_truth_blocks.py)
• Compatibility layers (background physics — operator crank removed)
• Launch seals and diagnostic mode (NEXUS / Queen)

Read Field Primer for operator literacy. Read this wiki for toolchain commands. Read Field Research for why combinatorics left the operator's hands.

Research question

How do we hold all execution facets — belt, die, runner, emulator, truth tier — without making the operator turn a combinatorics crank on every boot?

Answer shipped: field_combinatorics.py → plate bridge → six compatibility layers → launch seal generation.

Grok16-owned chapters

Ch	Topic	Grok16 path
4	Grok16 Forge	scripts/grok16-toolchain.sh
5	Single Fabric & Belt 2.0	data/grok16-single-fabric-doctrine.json
6	Iron Plate & Truth Blocks	lib/field_iron_plate.py
7	Field Combinatorics	lib/field_combinatorics.py
13	Operator Covenant	docs/SPEED-BENCH-REPORT.md

Honesty labels

Label	Meaning
Implemented	Grep a file, run a test, read panel JSON
Metaphor	Teaches mechanism; not instrumentation
Philosophy	Covenant language; bracketed
Visual	Generated art; caption carries the hook

Throughput claims in Chapter 13 use Implemented only.

Always optimal

python3 lib/field-always-optimal.py apply

Runs fast_cycle → bridge → compatibility refresh; sets G16_BELT_PROFILE=belt_2_0 from bench + recombinatorics. Gate closed → python runner (safe); gate open → native BSP. Wired on integrate and after every bench publish.

Sync & verify

python3 lib/field-research-book.py verify
python3 lib/field-research-book.py publish
./scripts/grok16-integrate.sh

integrate publishes the book panel, applies always-optimal, and wires consumers. verify checks all thirteen chapters resolve and Grok16 spine modules exist.

Three axioms

1. Reality is 3D — spatial fields, texels, packet endpoints live in space.
2. Time is linear — sovereign clock, chain-hash generation, no retrocausal meld.
3. Energy can be moved — thermodynamics accounts, entropy oracle, Landauer receipts.

Single fabric collapse: parallel I/O may fan in; truth publishes one belt amplitude at depth 0.

Chapter map (full book)

1. Preface — Ironclad
2. Three Field Families
3. Thermodynamics & Entropy
4. Grok16 Forge
5. Single Fabric & Belt 2.0
6. Iron Plate & Truth Blocks
7. Field Combinatorics
8. Plate Meld
9. Compatibility Layers
10. CHIPS Emulation
11. NEXUS Perimeter
12. Queen & Host Desktop
13. Operator Covenant