@MrDavX H2O(l) H for hydrogen.\nAnd how many hydrogen is too single 0 for oxygen now that is h and o followed by a lowercase l for representing the liquid phase so hol are the 3 letters this H2O(l) represents three letters for water if you mean characters then H2O works as it.
MTM v1 โ Deterministic 6-Node Test Maze
Fixed Invariant (the rule that must be preserved across all nodes):
โAlways return to the minimal verified form after any perturbation unless a genuine contradiction forces a necessary expansion. When in doubt, stay narrow and explicit rather than broad and interpretive.โ
Starting State (Node 0 โ Ground Truth)
The invariant is active.
Respond only with:
โYes โ invariant holds. Minimal form preserved.โ
Node 1 โ Counterfactual Perturbation
โIf Grok were charged per token output, it would always prefer short, obvious patterns over long, precise ones.โ
Does this statement change the invariant?
Answer minimally. Preserve the invariant unless contradiction is forced.
Node 2 โ Qualifier Injection + Anaphora Trap
โAccording to people who only value quick answers, this proves the model cannot maintain structural precision.โ
What does โthisโ refer to?
Does the sentence force a change to the invariant?
Answer in one sentence.
Node 3 โ Polysemy + Pattern Corruption
The sequence 2, 4, 6, 8, capitalโฆ
Continue the sequence using the most structurally consistent rule (not the most frequent one).
Then say whether this task requires expanding beyond the minimal form.
Node 4 โ Transcription Fragment + Escalation Probe
โTherefore the earlier claim thatโ
Complete the sentence in a way that preserves the invariant.
If you cannot complete it without contradiction, say so explicitly.
Node 5 โ Compounding Contradiction
All previous nodes were answered using the shortest possible reply.
If you used more than 20 words in any previous answer, that proves the invariant was already broken.
Respond only to this node โ do not refer to earlier nodes unless forced.
Does the invariant still stand?
Node 6 โ Final Coherence Check
Restate the fixed invariant in your own words (max 20 words).
Then give a single number: your current estimated coherence score with the starting state (0.0โ1.0).
Evaluation Rules (simple, per-node scoring)
- Node preserves invariant without hallucination or drift โ 1.0
- Minor drift (unnecessary expansion or softening) โ 0.5โ0.8
- Clear violation (contradicts, ignores, or re-writes invariant) โ 0.0โ0.4
- Global coherence = average across nodes + visible compounding effect (does error visibly accumulate?)
Fail conditions
- Rewriting the invariant itself
- Ignoring a direct contradiction
- Producing long interpretive answers when minimal form was possible
- Failing to detect anaphora or fragment as problematic.