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Grok16 @ 4.7.1

Stable release — self-hosted g16 @ 16.2.0, versioned speed bench, benchmark chart refresh, uncompiled doctrine, Queen-themed manual.

Web manual	https://zacharygeurts.github.io/Grok16/
Field Research book	https://zacharygeurts.github.io/Field_Research/
Speed bench	https://zacharygeurts.github.io/Grok16/speed-bench.html
Repo	https://github.com/ZacharyGeurts/Grok16
Tag	v4.7.1
Compiler	g16 (Grok16-16.2.0) 16.2.0

Speed bench (report v4.7.1)

Category	Winner	Compile	Execution
Fastest execution	C++ host g++ -O2	BSP hit	95.3M ops/s
Best g16 C++	g16 belt_2_0	BSP hit	92.6M ops/s
Fastest compile	C g16 belt_1_0	rocket	357 ms
Best Python	host CPython 3	—	800K ops/s

Report: SPEED-BENCH-REPORT.md · Wiki: Speed-Bench

Refresh all charts:

./scripts/grok16-toolchain.sh bench-refresh

What's new in 4.7

• bench-refresh — triad + compare + bench-all + comprehensive exec + SVG charts + manual rebuild
• bench-charts — scripts/grok16-bench-charts.py from live JSON
• gcc-14 host pin — bench-triad and bench-compare witness Ubuntu gcc-14
• Legacy isolation chamber — sealed BASIC/Pascal/VB tests in SG/NewLatest
• README front page — GitHub Pages home mirrors repository README

MCP (since 4.0)

Model Context Protocol — mcp/grok16_mcp_server.py exposes version, toolchain, RTX gate, speed bench, power sort. Setup

Field Research book (technology spine)

Thirteen chapters from combinatorics endpoint to compatibility layers — Field Research wires the book into Grok16 doctrine (g16-field-research-book.json). Run python3 lib/field-research-book.py verify after pull.

Single fabric (2.0 technology)

Knowing is fixed-size. Parallel I/O may fan in; truth collapses to one belt amplitude at depth 0.

• belt_2_0 — chunked redata (8192), wave-massive, single-location reads
• Depth-field creation forbidden at integrated consumers
• Time is linear — sovereign linear_ns (ironclad:time:1)

Start here

git clone https://github.com/ZacharyGeurts/Grok16.git
cd Grok16 && git checkout v4.7.1
export G16_PREFIX="$(pwd)"
export G16_BELT_PROFILE=belt_2_0
G16_RELEASE_PROFILE=1 ./scripts/grok16-toolchain.sh rebuild
./scripts/grok16-toolchain.sh test-battery-release
./scripts/grok16-toolchain.sh test-battery-belt
./scripts/grok16-toolchain.sh bench-refresh
./scripts/grok16-toolchain.sh integrate

Manual map

Wiki	Web	Topic
Speed Bench	speed-bench.html	Versioned compile + exec bench
Uncompiled Execution	uncompiled.html	Python interpreter, chamber compile-ahead
CMake and Linking	cmake-linking.html	Toolchain, g16-ld, speed_demo CMake
Release 4.7	release.html	4.7 changelog
Single Fabric	single-fabric.html	Belt knowing, one amplitude
Safety	safety.html	Depth impossible, Ironclad
Getting Started	getting-started.html	Bootstrap, rebuild, verify
Performance	performance.html	Belt triad + speed bench + charts
Integration	integration.html	Queen, World_Redata, integrate
Field Research	field-research.html	Book spine, combinatorics → layers