Pre-ADR-0062, the teaching-grounded composer emitted exactly one
reviewed chain per surface — "light reveals truth" — even when the
corpus already contained an immediate follow-up "truth grounds
knowledge". With 21 active chains after curriculum saturation v2,
many grounded prompts had a corpus-ratified follow-up the composer
silently dropped.
ADR-0062 adds the composed composer + an opt-in config flag:
flag OFF (default):
light — teaching-grounded (cognition_chains_v1): cognition.illumination;
logos.core. light reveals truth (cognition.truth). No session evidence yet.
flag ON:
light — teaching-grounded (cognition_chains_v1): cognition.illumination;
logos.core. light reveals truth (cognition.truth), which grounds
knowledge (cognition.knowledge). No session evidence yet.
Follow-up resolution:
- prefer cause; fall back to verification (deterministic preference)
- cycle guard: 1-step cycles (A→B, B→A) blocked
- pack-residency guard: follow-up's object must be pack-resident
- bounded depth: v1 follows exactly one hop
- degrades to single-chain BYTE-IDENTICALLY when no follow-up
survives the guards (drop-in replacement)
Trust-boundary invariants preserved:
- Every visible non-template token is lemma / pack-domain /
humanize_predicate connective / template constant. Only added
template constant: ", which "
- Deterministic: same chains → same surface bytes
- Default-False flag pattern mirrors ADR-0047/0058
- `versor_condition < 1e-6` invariant untouched (surface composition only)
Cognition lane null-drop invariant CI-pinned:
Composed mode emits a strictly LONGER surface (extra follow-up
clause); every expected_term passing flag-OFF must still pass flag-ON.
Asserted in test_cognition_lane_metrics_unchanged_with_composed_flag
for both public and holdout splits. If a future change drops tokens,
the test fails as a deliberate regression.
public flag OFF: intent 100% / surface 100% / term 91.7% / versor 100%
public flag ON : intent 100% / surface 100% / term 91.7% / versor 100% (identical)
holdout flag OFF: intent 100% / surface 100% / term 83.3% / versor 100%
holdout flag ON : intent 100% / surface 100% / term 83.3% / versor 100% (identical)
Live-prompt lift visible on ~12 of 21 active chains; the rest hit
cycle or pack-residency guards. Saturation v2's clusters were
authored partly with composition in mind (thought→meaning→
understanding, inference→evidence→knowledge, etc.).
- core/config.py — `RuntimeConfig.composed_surface: bool = False`
- chat/teaching_grounding.py — `teaching_grounded_surface_composed`
sibling to `teaching_grounded_surface`
- chat/runtime.py — dispatch branch in `_maybe_pack_grounded_surface`
selects composed vs single-chain based on config flag
- tests/test_composed_surface.py — 11 tests pin: function-level
(None on no chain / degrades when no follow-up / two-clause when
follow-up exists / includes intermediate + final domains /
deterministic / cycle guard / trust label preserved); runtime
integration (default single-chain / flag-on composed / frozen
config); cognition-lane null-drop invariant.
Lanes (regression): smoke 67 / cognition 121 / teaching 17 /
composed-surface 11 — all green.
171 lines
7.3 KiB
Python
171 lines
7.3 KiB
Python
"""ADR-0062 — composed teaching-grounded surface (chain-of-chains).
|
|
|
|
When a chain ``(A, intent_A, conn_A, B)`` is grounded and a follow-up
|
|
chain ``(B, ?, conn_B, C)`` exists in the corpus, the composed
|
|
composer extends the single-chain surface with a second clause:
|
|
|
|
"{A} — teaching-grounded ({corpus_id}): {dA}. {A} {conn_A} {B}
|
|
({dB}), which {conn_B} {C} ({dC}). No session evidence yet."
|
|
|
|
This test file pins:
|
|
|
|
- Default config keeps the flag off → byte-identical single-chain
|
|
surface.
|
|
- Flag-on with a follow-up available → composed two-clause surface.
|
|
- Flag-on with no follow-up available → composer degrades to the
|
|
single-chain surface (drop-in replacement; never errors).
|
|
- Cycle guard: 1-step cycles (A→B, B→A) are not followed.
|
|
- Determinism: same input → same surface bytes.
|
|
- Cognition lane: metrics byte-identical flag OFF vs ON on both
|
|
public and holdout splits (the null-lift invariant for composed
|
|
surface — composition adds tokens but doesn't drop any).
|
|
"""
|
|
|
|
from __future__ import annotations
|
|
|
|
from dataclasses import replace
|
|
|
|
from core.config import RuntimeConfig
|
|
from chat.runtime import ChatRuntime
|
|
from chat.teaching_grounding import (
|
|
teaching_grounded_surface,
|
|
teaching_grounded_surface_composed,
|
|
)
|
|
from generate.intent import IntentTag
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Pure-function contract
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_composed_returns_none_when_no_chain() -> None:
|
|
"""No chain for (subject, intent) → None, matching the
|
|
single-chain composer's behaviour."""
|
|
out = teaching_grounded_surface_composed("zzznotalemma", IntentTag.CAUSE)
|
|
assert out is None
|
|
|
|
|
|
def test_composed_degrades_to_single_chain_when_no_follow_up() -> None:
|
|
"""``memory verification`` has no follow-up chain whose subject
|
|
is its object (``recall``) that doesn't cycle back to ``memory``
|
|
— composer degrades to the single-chain surface byte-identically."""
|
|
composed = teaching_grounded_surface_composed("memory", IntentTag.VERIFICATION)
|
|
single = teaching_grounded_surface("memory", IntentTag.VERIFICATION)
|
|
assert composed is not None
|
|
assert single is not None
|
|
assert composed == single
|
|
|
|
|
|
def test_composed_produces_two_clause_when_follow_up_exists() -> None:
|
|
"""``light cause`` has ``light reveals truth`` AND there exists a
|
|
follow-up ``truth cause`` (``truth grounds knowledge``). The
|
|
composed surface must contain both ``light`` and ``knowledge``."""
|
|
composed = teaching_grounded_surface_composed("light", IntentTag.CAUSE)
|
|
single = teaching_grounded_surface("light", IntentTag.CAUSE)
|
|
assert composed is not None
|
|
assert single is not None
|
|
assert composed != single
|
|
# Surface must contain initial subject, intermediate object, and final object.
|
|
assert "light" in composed
|
|
assert "truth" in composed
|
|
assert "knowledge" in composed
|
|
# And the ", which " connective clause.
|
|
assert ", which " in composed
|
|
|
|
|
|
def test_composed_includes_intermediate_and_final_domains() -> None:
|
|
"""Pack-grounded discipline: both the intermediate object's
|
|
semantic_domains AND the final object's semantic_domains appear
|
|
verbatim in the composed surface."""
|
|
from chat.pack_grounding import _pack_index
|
|
pack = _pack_index()
|
|
truth_d = pack["truth"]
|
|
knowledge_d = pack["knowledge"]
|
|
|
|
composed = teaching_grounded_surface_composed("light", IntentTag.CAUSE)
|
|
assert composed is not None
|
|
assert any(d in composed for d in truth_d[:1])
|
|
assert any(d in composed for d in knowledge_d[:1])
|
|
|
|
|
|
def test_composed_is_deterministic() -> None:
|
|
a = teaching_grounded_surface_composed("light", IntentTag.CAUSE)
|
|
b = teaching_grounded_surface_composed("light", IntentTag.CAUSE)
|
|
assert a == b
|
|
|
|
|
|
def test_composed_cycle_guard_blocks_one_step_cycle() -> None:
|
|
"""``memory verification`` → ``memory requires recall``; the only
|
|
follow-up candidate ``recall cause`` is ``recall reveals memory``
|
|
which would re-introduce ``memory`` (1-step cycle). Composer
|
|
must not follow. Surface == single-chain surface."""
|
|
composed = teaching_grounded_surface_composed("memory", IntentTag.VERIFICATION)
|
|
single = teaching_grounded_surface("memory", IntentTag.VERIFICATION)
|
|
assert composed == single
|
|
|
|
|
|
def test_composed_preserves_trust_label() -> None:
|
|
"""The trailing ``No session evidence yet.`` trust-boundary label
|
|
must be preserved in both single-chain and composed variants."""
|
|
composed = teaching_grounded_surface_composed("light", IntentTag.CAUSE)
|
|
assert composed is not None
|
|
assert "No session evidence yet." in composed
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Runtime integration via the config flag
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_runtime_default_uses_single_chain() -> None:
|
|
"""Default ``RuntimeConfig`` keeps ``composed_surface=False`` →
|
|
runtime emits the single-chain surface for ``Why does light exist?``."""
|
|
rt = ChatRuntime(config=RuntimeConfig())
|
|
response = rt.chat("Why does light exist?")
|
|
expected = teaching_grounded_surface("light", IntentTag.CAUSE)
|
|
assert response.surface == expected
|
|
|
|
|
|
def test_runtime_with_flag_on_uses_composed() -> None:
|
|
rt = ChatRuntime(config=replace(RuntimeConfig(), composed_surface=True))
|
|
response = rt.chat("Why does light exist?")
|
|
expected = teaching_grounded_surface_composed("light", IntentTag.CAUSE)
|
|
assert response.surface == expected
|
|
# And the composed surface is observably different from single.
|
|
assert response.surface != teaching_grounded_surface("light", IntentTag.CAUSE)
|
|
|
|
|
|
def test_runtime_flag_is_observable_on_frozen_config() -> None:
|
|
cfg = replace(RuntimeConfig(), composed_surface=True)
|
|
assert cfg.composed_surface is True
|
|
assert RuntimeConfig().composed_surface is False
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Cognition-lane null-lift invariant (composed mode adds tokens, never drops)
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
def test_cognition_lane_metrics_unchanged_with_composed_flag() -> None:
|
|
"""Composed mode emits a strictly longer surface with one
|
|
additional follow-up clause; every expected_term that passed
|
|
flag-OFF must still pass flag-ON. Public + holdout splits.
|
|
If a future change drops tokens in composed mode (e.g. omitting
|
|
the intermediate object), this test fails as a regression."""
|
|
from evals.framework import get_lane, run_lane
|
|
|
|
lane = get_lane("cognition")
|
|
watched = ("intent_accuracy", "surface_groundedness",
|
|
"term_capture_rate", "versor_closure_rate")
|
|
for split in ("public", "holdout"):
|
|
off = run_lane(lane, version="v1", split=split,
|
|
config=RuntimeConfig()).metrics
|
|
on = run_lane(lane, version="v1", split=split,
|
|
config=replace(RuntimeConfig(), composed_surface=True)).metrics
|
|
for m in watched:
|
|
assert off[m] == on[m], (
|
|
f"ADR-0062 null-drop invariant broken on split={split!r} "
|
|
f"metric={m!r}: OFF={off[m]} vs ON={on[m]}. "
|
|
f"Composed surface should add tokens, never drop them."
|
|
)
|