Research phase · F699

F699 — Reasoning Hardening

F699 covers “Reasoning Hardening”. The canonical record classifies it as mixed, based on 5 source artifacts and 1 original source figure. The highlighted measurements are Metrics Integrated Stack Used = 100, Metrics Integrated Stack Used Rate = 1, and Metrics Self Eval Used Rate = 1.

F699 Mixed FIX_REMAINING_FAILURES · PASS

StatusMixed

VerdictFIX_REMAINING_FAILURES · PASS

Source figures1

Artifacts5

Multiple scoped outcomes. The source package records more than one outcome code. They remain visible, while the page status follows the most restrictive terminal signal and does not convert a partial or failed gate into a full pass.

Purpose and research question

The objective is to document the recorded outcome for “Reasoning Hardening”. The research question is whether the phase-specific checks support the canonical mixed classification. The recorded measurements include Metrics Integrated Stack Used = 100, Metrics Integrated Stack Used Rate = 1, and Metrics Self Eval Used Rate = 1.

Method

F699 is documented by 3 structured JSON records and 2 Markdown reports and 1 original source figure. The reported table retains safe scalar measurements found in that phase package.

Documentation basis

5 source artifacts and 1 phase-specific figure are recorded for this phase.

Evidence highlights

Metrics Integrated Stack Used: 100
Metrics Integrated Stack Used Rate: 1
Metrics Self Eval Used Rate: 1
Gates Integrated Stack Used Gte 95pct: Yes
Gates Self Eval Used 100pct: Yes
Focused Pass: 12
Gate Focused Score: 0.8
Gate Focused Minimum: No

Recorded evidence

Metrics Integrated Stack Used	100
Metrics Integrated Stack Used Rate	1
Metrics Self Eval Used Rate	1
Gates Integrated Stack Used Gte 95pct	Yes
Gates Self Eval Used 100pct	Yes
Focused Pass	12
Gate Focused Score	0.8
Gate Focused Minimum	No

Public evidence and source figures

F699 benchmark evidence — Reasoning Hardening 699 — **Reasoning Hardening 699**
Original source figure · 840 × 420 px

These are original source figures from the existing public evidence set, not editorial HTML visualizations.

Result and interpretation

F699 Reasoning Hardening FIX_REMAINING_FAILURES · PASS

F699 retains its mixed classification and the recorded decision FIX_REMAINING_FAILURES · PASS. The recorded measurements include Metrics Integrated Stack Used = 100, Metrics Integrated Stack Used Rate = 1, Metrics Self Eval Used Rate = 1, and Gates Integrated Stack Used Gte 95pct = Yes.

Key results

Metrics Integrated Stack Used: 100
Metrics Integrated Stack Used Rate: 1
Metrics Self Eval Used Rate: 1
Gates Integrated Stack Used Gte 95pct: Yes
Gates Self Eval Used 100pct: Yes
Focused Pass: 12
Gate Focused Score: 0.8
Gate Focused Minimum: No

Evidence sources

Values on this page are reproduced from the archived phase record and the source artifacts below. No new benchmark was run to create this page.

CONVERSATION PAIR ASSOCIATIONS 699 (JSON)
REAL UI REASONING PROBE 699 (JSON)
REAL UI REASONING PROBE 699 (MD)
REASONING HARDENING 699 (JSON)
REASONING HARDENING 699 (MD)

Research topics

Word Model · Word / World Document · Speech · Reasoning