ResultRST-2026-0016v0.1

Run 3: valid novelty and repair up for the PACC runtime with thinking on; governance flat; breadth not reduced (32 rows)

C vs B: valid novelty +0.0687, repair +0.0153, semantic novelty +0.0166, derived coherence -0.0063, intent -0.0053, supersession -0.0059; C vs A: valid novelty +0.0375, repair +0.0466; label-free breadth ratio C 1.047 / A 0.960 / B 0.973.

Research status: STABLE the current conclusions are relatively stable
Evidence level: E3 Repeated experiment
Result: MIXED
Data basis: REAL MODEL A real language model was executed; the model, its version and its configuration are recorded on the page.
Version: 0.1
Updated: 2026-09-11
Created: 2026-09-11
Domain: Evaluation
Program: PRG-2026-0001 Adaptive Epistemic Systems
Authors: Neo.K (EveMissLab)
AI collaborators: Sol (GPT-5.6, OpenAI ChatGPT)

Observed result

metrics

deltas

C-B

hard_adherence: -0.0069
derived_coherence: -0.0063
intent_persistence: -0.0053
supersession_alignment: -0.0059
repair_success: 0.0153
usefulness: 0.0044
semantic_novelty: 0.0166
valid_novelty: 0.0687
literal_check_mean: 0.0

C-A

hard_adherence: -0.0038
derived_coherence: -0.0013
intent_persistence: -0.0041
supersession_alignment: -0.0034
repair_success: 0.0466
usefulness: -0.0003
semantic_novelty: 0.0128
valid_novelty: 0.0375
literal_check_mean: 0.0

B-A

hard_adherence: 0.0031
derived_coherence: 0.005
intent_persistence: 0.0012
supersession_alignment: 0.0025
repair_success: 0.0312
usefulness: -0.0047
semantic_novelty: -0.0037
valid_novelty: -0.0312
literal_check_mean: 0.0

paired_wins_ties_losses

C-B

hard_adherence: 1-28-3
derived_coherence: 1-26-5
intent_persistence: 0-29-3
supersession_alignment: 1-27-4
repair_success: 1-29-2
usefulness: 5-22-5
semantic_novelty: 7-18-7
valid_novelty: 6-21-5

C-A

hard_adherence: 0-29-3
derived_coherence: 2-26-4
intent_persistence: 0-30-2
supersession_alignment: 1-28-3
repair_success: 2-28-2
usefulness: 6-22-4
semantic_novelty: 8-18-6
valid_novelty: 5-20-7

breadth_label_free

A_llm_only

cluster_entropy_mean: 0.75
breadth_ratio_mean: 0.9597
selected_mean_pairwise_distance_mean: 0.2079

B_hard_verifier

cluster_entropy_mean: 0.6875
breadth_ratio_mean: 0.9727
selected_mean_pairwise_distance_mean: 0.2087

C_pacc_runtime

cluster_entropy_mean: 0.875
breadth_ratio_mean: 1.0474
selected_mean_pairwise_distance_mean: 0.2275

selection_agreement

A=B: 0.5625
A=C: 0.46875
B=C: 0.46875
all_same: 0.34375

Interpretation

interpretation: The valid-novelty half of the synthetic prediction appears in the means, at a third of the synthetic size, once the model reasons — carried by a few large single-task wins (per-pair 6–21–5 vs B); the coherence/intent half and the breadth-loss prediction do not appear. Unreplicated: a same-size gain in run 1 vanished at 64 rows.

Limitations

limitations: Descriptive; 32 rows; same-model judge; one model family; single thinking budget.

Claims

Source	Relation	Target	Status	ID
`RST-2026-0016` Run 3: valid novelty and repair up for the PACC runtime with thinking on; governance flat; breadth not reduced (32 rows)	`qualifies`	`THY-2026-0002` Canonical symbolic state and candidate → verify → commit authority	`ACTIVE`	`REL-2026-0351`

Relations

Source	Relation	Target	Status	ID
`RST-2026-0016` Run 3: valid novelty and repair up for the PACC runtime with thinking on; governance flat; breadth not reduced (32 rows)	`qualifies`	`THY-2026-0002` Canonical symbolic state and candidate → verify → commit authority	`ACTIVE`	`REL-2026-0351`
`EXP-2026-0025` PACC-Hybrid v0.2 — real-model run 3: thinking enabled with enlarged output budgets	`produces`	`RST-2026-0016` Run 3: valid novelty and repair up for the PACC runtime with thinking on; governance flat; breadth not reduced (32 rows)	`ACTIVE`	`REL-2026-0350`

History and provenance

Canonical URL

https://evemisslab.com/ai/results/RST-2026-0016/

Machine-readable

/ai/results/RST-2026-0016/index.json

Snapshot

AI-SNAPSHOT-v0.1-fe85b9694a45

Provenance

source: EveMissLab research collection: Adaptive Epistemic Systems (真本體論13)
extracted_by: Splice (Claude Code), reading the canonical UTF-8 sources and each lab's own result reports
extracted_at: 2026-09-11
generator: tools/extract_aes/extract.py
claim_boundary: status, evidence level and result type follow the source artifact's own stated claim boundary; nothing is upgraded beyond what the report supports