Chapter 10 - Decision Journal

Validation-first development loop

Chronological index of decision entries.

2026-04-26

Entry Decision
001 FP16 Gemma ANE Rebuild Retry Requested

2026-04-27

Entry Decision
002 Phi-4-mini-instruct ANE Support Scaffolding Intent
003 Phi-4-mini-instruct Layer-0 Gate Residency Passed
004 Phi-4-mini Layer-0 Numerical Smoke Passed
005 Phi-4-mini Layer-1 Guarded Smoke Intent
006 Phi-4-mini Layer-1 Guarded Smoke Passed
007 Phi-4-mini Layers 2–3 Bounded Smoke Intent
008 Phi-4-mini Layers 2–3 Bounded Smoke Passed
009 Phi-4-mini Bounded Run-Range Orchestration Intent
010 Phi-4-mini Bounded Run-Range Orchestration Landed
011 Phi-4-mini Layers 4–7 Bounded Run-Range Intent
012 Phi-4-mini Layers 4–7 Bounded Run-Range Passed
013 Phi-4-mini Four-Layer Batch Runner Intent
014 Phi-4-mini Layers 8–11 Run-Batches Intent
015 Phi-4-mini Run-Batches Landed and Layers 8–11 Passed
016 Phi-4-mini Layers 12–15 Run-Batches Intent
017 Phi-4-mini Layers 12–15 Run-Batches Passed
018 Phi-4-mini Remaining Layers 16–31 Run-Batches Intent
019 Phi-4-mini All 32 Layer Shards Completed
020 Phi-4-mini LM Head Shard Builder Intent
021 Phi-4-mini LM Head Shards Passed
022 Phi-4-mini Runtime Scaffolding Smoke Passed
023 Phi-4-mini Tok/s Timing Smoke Intent
024 Phi-4-mini Provisional Tok/s Timing Smoke
025 Phi-4-mini Lean ANE Runtime Optimization Intent
026 Phi-4-mini Lean ANE Runtime Optimization Outcome
027 Phi-4-mini Decode Profile Intent
028 Phi-4-mini Two-Layer Full-Shard Probe Intent
029 Phi-4-mini Decode Profile and Two-Layer Probe Outcome
030 Phi-4-mini Three-Layer Full-Shard Probe Intent
031 Phi-4-mini Three-Layer Full-Shard Probe Passed
032 Phi-4-mini Full 3-Layer Shard Strategy Validation Intent
033 LLM.int8() ANE Conv2D Adaptation Review Intent
034 Phi-4-mini Full 3-Layer Shard Strategy Validated
035 Phi-4-mini Fused Runtime Migration Intent
036 Phi-4-mini Fused Runtime Migration Outcome
037 Phi-4-mini Four-Layer Fused Shard Intent
038 Phi-4-mini Four-Layer Fused Shard Residency Passed
039 Phi-4-mini Four-Layer Fused Shard Golden Passed
040 Phi-4-mini Full 4-Layer Fused Strategy Intent
041 Phi-4-mini Full 4-Layer Fused Strategy Completed
042 Phi-4-mini Isolated Warm Cache Outcome

2026-04-28

Entry Decision
043 ANE Internals Synthesis Before Phi Daemon
044 Phi-4-mini Resident Serve Mode Landed
045 Phi-4-mini Five-Layer Fused Strategy Intent
046 Phi-4-mini Six-Layer Fused Strategy Intent
047 Phi-4-mini Five- and Six-Layer Fusion Outcome
048 Phi-4-mini LM-Head Optimization Outcome
049 Phi-4-mini Eight-Layer Fused Shard Intent
050 Phi-4-mini Eight-Layer Asymmetric Fusion Outcome
051 Phi-4-mini Twelve-Layer Front Shard Intent
052 Phi-4-mini Sixteen-Layer Front Shard Intent
053 Phi-4-mini Twenty-Four-Layer Front Shard Intent
054 Phi-4-mini Twenty-Layer Front Shard Intent
055 Phi-4-mini 12/16/20/24-Layer Fusion Sweep Outcome
056 Private ANE Chaining Investigation Intent
057 Private ANE API Bridge Outcome
058 CoreML E5 Bridge Operation Handles Recovered
059 CoreML E5 Two-Operation Stream Binder Outcome
060 Tiny E5 Execution Controls Outcome
061 E5 Binder Timing Controls Outcome
062 E5 setupOperationForInputFeatures Replaces Pool
063 Raw E5RT Two-Model Chain Breakthrough
064 Phi Stateful Raw E5RT Chain Smoke
065 Phi Public Two-Call Reference and E5 Event Probe
066 Phi E5 ObjC Sync-Point Experiment
067 Phi E5 Direct ObjC Event Bind Outcome
068 Phi E5 Second-Operation Boundary Narrowed
069 Phi E5 Raw Memory Bridge Breakthrough
070 Phi Full Fused Topology Runs in One E5 Stream
071 Phi Private E5 One-Stream Timing Reality Check
073 Phi LM-Head Shard Count Sweep on Best Topology
074 Phi Long-Decode Topology Baseline Moves to 20+4+6+2
075 Phi Private E5 Timing on 20+4+6+2
076 Phi Weighted Topology Search Starts
077 Phi 20+5+5+2 Tail Probe
078 Phi-4-mini Next Public Optimization Direction Intent
079 Phi LM-Head Top-K Shard Residency Failed
080 Phi Batch-4 LM-Head Shape Probe Passed
081 Phi Batch-4 LM-Head Full Set Gated

2026-04-29

Entry Decision
072 Phi-4-mini Partial-RoPE Root Cause Intent
082 Phi Dead Artifact Cleanup Approval Intent
083 Phi Dead Artifact Cleanup Outcome
084 Phi Public Algorithmic Perf Direction Intent
085 Phi N-Gram Proposal Probe Added
086 Phi Code-Shaped N-Gram Suite Measured
087 Phi N-Gram Speculative Upper Bound Simulated
088 Structured CoT Grammar Decoding Investigation
089 Structured CoT Phi/ANE Applicability Decision
090 Phi Structured CoT Runtime Slice Implemented
091 Phi N-Gram Force Mode Tried
092 Phi Multi-Token Verifier Feasibility Insight
093 Phi T=4 Verifier Op-Pattern Probe Passed
094 Phi-4-mini Real-Weight T=4 Verifier Intent
095 Phi-4-mini Real-Weight T=4 Verifier Layer Passed
096 Phi-4-mini T=4 Verifier Scale-Out Intent
097 Phi-4-mini T=4 Verifier Scale-Out Outcome
098 Phi-4-mini T=4 Speculative Exactness Comparison Intent
099 Phi Full-Stack GGUF Reference Gate Blocks Q8 Chat
100 Phi-4-mini Partial-RoPE Patch and Probe Passed

2026-04-30

Entry Decision
101 Phi-4-mini Rope96 Fast Fused Rebuild Intent
102 Phi-4-mini Rope96 Fast Fused Rebuild Outcome
103 Hy-MT1.5 2-bit GGUF ANE Conversion Intent

2026-05-12

Entry Decision
104 Speculative Decode Prompt-Density Validation
105 Exp 26 Follow-Up: Prompt-Length Sweep for N-Gram Speculative Decode

2026-05-13

Entry Decision
106 Exp 35: ZAYA1-8B MoE INT4 Per-Grouped-Channel Palettization Intent
107 Exp 35 COMPLETE: ZAYA1-8B INT4pal T=1 Win, Speculative Decode Loss
108 Exp 36 Intent: Gemma 4 T4.3 Root Cause Identified, Rebuild to INT4pal

2026-05-14

Entry Decision
109 T4.3 CLOSED: All-FP16 ANE inference passes golden gate
110 T4.1.5 CLOSED: Full 16-token decode exact match on all-FP16 ANE stack
111 O2: Concurrent FFN Partial Fan-Out
112 INT4 Palettize L0 FFN Probe: All Gates Pass