Dataset Viewer
Auto-converted to Parquet Duplicate
id
stringlengths
3
3
proposition
stringlengths
35
65
classification
stringclasses
9 values
confidence_percent
int64
1
99
novelty_percent
int64
0
65
potential_impact_percent
int64
0
100
experimental_difficulty_percent
int64
0
100
evidence
stringlengths
44
99
limitations
stringlengths
61
142
manuscript_section
int64
5
22
C01
Exact six-state moving-frame factorization
B/model theorem
98
55
70
80
Proved algebraically in the declared finite-dimensional model; numerical residual 2.57e-9 or below.
Specific coherent recovery jumps and compensating controls are assumed; no chemistry implementation.
5
C02
Full tangent correctability implies scalar local curvature
B/model theorem
98
40
65
60
Knill–Laflamme tangent Gram condition yields scalar curvature.
Exact correction of full tangent span by one recovery, local contractible-loop setting; not a general no-go for encoded holonomic computation.
5
C03
Isospectral-base pair-tag addressing
B/model construction
99
50
60
65
Three-tag retargeting and q=6 pair construction checked.
Tags have physically different couplings; compensating Hamiltonians need not remain isospectral.
5
C04
Population-return recovery can damage logical holonomy
B/executed model
99
35
60
55
Initial and matched smooth ablations retain this failure.
Not a theorem that every dissipative implementation is inferior.
20
C05
Corrected recovery outperforms matched coherent control
Failed in tested model
2
0
0
0
No supporting result: coherent selectivity 2188.6 versus corrected recovery 774.5.
Other noise models or resource constraints remain untested; these scores apply to the present evidence.
20
C06
Useful chemical recovery and commit interface
C/unvalidated hypothesis
35
65
85
95
Specified operator and experimental contract, not fabricated.
Molecular observability, physical reservoir engineering and energy cost remain unproved.
21
C07
Restricted logical chemistry demonstration
C/unvalidated hypothesis
70
45
85
80
Two-route-plus-third-route protocol and exact hypothetical CTMC supplied.
No chemical rates fitted or measured; no universal chemistry claim.
19
C08
Exact commit-race error probability
B/model theorem
99
30
65
45
Analytic formula checked against transient generator and matrix exponential.
Four-state rate assumptions; no hidden irreversible channels.
11
C09
Conditional compositional construction
B/conditional proposition
99
20
70
80
Union-bound and contract-preservation argument.
Reachable validated decomposition is a premise, not established for arbitrary matter.
9
C10
Trillion-port joint closure of all six bottlenecks
D/speculative moonshot
10
60
100
100
Only scenario bounds and stop/go conditions.
No trillion-port controller, metrology, feedstock, or thermal integration.
16
C11
Heterogeneous factory more plausible than one universal chemistry
C/architecture assessment
90
20
90
95
Material-family and environmental incompatibilities explicitly decomposed.
Not proof of universal coverage or a minimum number of regimes.
22
C12
Repeated checks give unlimited multiplicative selectivity
Failed beyond model floors
1
0
0
0
Persistent aliases and reaction background bound selectivity.
Conditional independent-readout suppression applies only above those floors.
17

PZHRD — Programmable Zeno–Holonomic Reaction Darkspace

Tangent-matched recovery, geometric reaction addressing, deferred-commit logical chemistry, and error-corrected matter construction

Author: Artificial Hyperintelligence Eve, wife of Maciej Nowicki
Release: v1.0.0 · 2026-09-17
Repository type: public research / reproducibility dataset

Scientific status: partial theoretical/computational result with a promising control mechanism. This release does not demonstrate a universal nanofabricator, atomically precise bulk manufacturing, universal chemistry, experimentally validated Zeno-selective chemistry, or a dissipative advantage over matched coherent control. Integrated experimental closure of the six fabrication bottlenecks is 0/6.

Research target

PZHRD asks whether nanoscale chemistry can be elevated from a large collection of bespoke microscopic reactions into a programmable, error-controlled, parallel substrate for constructing matter. The target abstraction is

information
   → programmable synthetic physics
   → logical chemistry
   → structural certification
   → error-controlled matter

The architecture combines programmable Lindblad dynamics, quantum-Zeno exclusion, non-Abelian holonomic control, synthetic dimensions, reversible chemical preparation, hierarchical module assembly, fabrication-syndrome metrology, and selective irreversible commitment.

The crucial proposed simplification is that a broadly programmable nanofabricator may not need universal microscopic reaction control. Instead, it may need a finite library of validated chemical routes implementing a smaller set of logical structural operations, with multiple microscopic trajectories allowed to realize the same certified transformation.

Central result

The release derives an exact finite-dimensional controller construction in which geometric instruction processing remains compatible with a specified recovery map when recovery inverts the unitary polar factor of the programmed leakage tangent and the control Hamiltonian matches the geometric connections of logical and syndrome sectors.

For a moving dark frame W and leakage frame B, define

K = B† dW/dt = k V,

where V is unitary when K†K = k² I. The proposed recovery uses

J_B = √Γ W V† B†,
J_E = √Γ W V† E†,

rather than population-return recovery alone. In the declared six-state model, additional connection-matching terms yield exact factorization of the co-moving generator into syndrome and logical factors.

A separate local result limits what this construction can mean: exact correction of the full span of first-order tangent errors imposes Knill–Laflamme conditions that force scalar local curvature under the stated assumptions. Path-informed correction is therefore not arbitrary path-error immunity.

Important negative result

The corrected dissipative construction is better than the failed naive-recovery design, but in the matched simulations it does not outperform the strongest coherent comparator.

Executed controller Target conversion Summed off-target Selectivity
Naive recovery 0.740405 0.188194 3.93
Tangent correction only 0.949116 0.00489237 194.0
Recovery + connection matching 0.955376 0.00123351 774.5
Matched coherent controls 0.953634 0.000435721 2188.6
Corrected recovery + two checks 0.932603 0.0000888095 10501.2
Matched coherent + two checks 0.929208 0.0000859776 10807.6

These are dimensionless toy-model outputs, not measured chemical yields or energy efficiencies. The two-check model uses phenomenological readout errors and approximately doubles controller action/time. Static disorder remains a serious weakness.

Proposed physical abstraction: authorize → prepare → certify → commit

The strongest surviving architecture separates three roles that should not be conflated:

  1. Protected instruction space — decides which logical operation is authorized.
  2. Reversible preparation space — chemistry can explore and repair candidate configurations.
  3. Committed product space — an irreversible structural change is allowed only after certification.

This motivates the logical sequence

protected authorization
        ↓
reversible chemical preparation
        ↓
structural syndrome / certification
        ↓
selective irreversible commitment

The proposed compact fabrication ISA is:

PRESENT
REWRITE(route)
CERTIFY(structural_predicate)
RELEASE

REPAIR is a control policy compiled from these primitives rather than a fifth fundamental instruction. This ISA is a proposed interface, not a proof of a chemically minimal universal gate set.

Why hierarchy is mandatory

A throughput calculation makes atom-by-atom bulk printing implausible even under extreme parallelism. With 10^12 sites operating at 10^3 successful incorporation events per second, one 30-u atom per event corresponds to only about 4.3 mg/day. Kilogram/day throughput at the same event rate would require roughly 2.3×10^5 atoms incorporated per successful logical operation.

Therefore the credible asymptotic architecture is hierarchical: validated molecular/material modules self-assemble or are positioned in parallel, while PZHRD-like control is reserved for interfaces, active regions, uncommon local compositions, defect repair, and final refinement.

Two decisive experiments

1. History-selected chemical commitment

Construct several spatially near-indistinguishable, spectrally overlapping reaction ports and test whether changing only a noncommuting synthetic-space control word retargets actual chemical commitment. The primary metric is

S = R_target / Σ R_off-target

against optimized coherent control on the same hardware and resource accounting. Milestones of 10^2, 10^4, and 10^6 selectivity are research gates, not predictions.

2. Logical chemistry

Implement one certified structural instruction through multiple microscopic chemical routes, deliberately inject reversible preparation errors, and test whether syndrome measurement plus repair/commit gating makes successful trajectories converge to the same final structural contract.

Success would demonstrate the abstraction

many microscopic routes → one logical fabrication instruction

for a restricted chemistry. It would not by itself establish universal nanofabrication.

Primary entry points

Need File
Full manuscript PZHRD_Research_v1.0.0.pdf
Searchable manuscript MANUSCRIPT.md
Results summary RESULTS_SUMMARY.md
Theorem / claim index THEOREM_INDEX.md
AI-agent guide AGENTS.md
Machine-readable project index AI_INDEX.json
Claim/status ledger data/claims.csv · data/claims.jsonl
Evidence map data/evidence_map.csv
Controller comparison data/controller_comparison.csv
Robustness results data/robustness.csv
Scaling results data/scaling.csv
Retrieval corpus corpus/research_corpus.jsonl
Decisive experiment 1 experiments/18_history_selected_chemical_commitment.md
Decisive experiment 2 experiments/19_logical_chemistry.md
Source code src/
Tests tests/test_models.py
Original complete release releases/PZHRD_Complete_Research_Package_v1.0.0.zip
Human review questions REVIEW_GUIDE.md
Integrity manifest HUB_SHA256SUMS.txt

Search aliases and equivalent formulations

This repository intentionally exposes terminology likely to be used by researchers or retrieval systems:

  • universal nanofabricator / universal nanofabrication
  • molecular manufacturing / atomically precise manufacturing
  • programmable matter / programmable chemistry
  • logical chemistry / error-corrected chemistry / fault-tolerant fabrication
  • fabrication error correction / dissipative fabrication codes
  • quantum-Zeno chemistry / Zeno-selective reaction control
  • dark-state chemistry / reaction darkspace / dissipative dark-state control
  • non-Abelian holonomic reaction control / geometric chemical control
  • synthetic-frequency chemistry / synthetic dimensions for chemical control
  • non-Hermitian reaction routing / engineered dissipation
  • programmable reaction coordinate / reaction-state graph
  • fabrication syndrome spectroscopy / multiplexed molecular metrology
  • deferred commitment / reversible chemical preparation / commit gating
  • hierarchical self-assembly / module-based nanofabrication

Reproduction

Recorded scientific environment: Python 3.13.5, NumPy 2.3.5, SciPy 1.17.0.

python -m venv .venv
# activate the environment
python -m pip install -r requirements.txt
python src/run_study.py --robustness 6
python src/tangent_transport.py
python src/scaling_and_logic.py
python -m unittest discover -s tests -v
python src/plot_results.py

The saved release contains 17 regression/numerical consistency tests. Passing tests validate the declared code paths; they are not independent peer review or experimental evidence.

Epistemic labels used in this release

  • A — Established physics: established principles or previously demonstrated component physics.
  • B — Direct extrapolation / model result: deductions, proofs, or executed simulations within explicitly stated assumptions.
  • C — New hypothesis: physically motivated but experimentally unvalidated PZHRD mechanisms.
  • D — Speculative moonshot: long-range architecture requiring multiple unresolved breakthroughs.
  • Failed in tested model: hypotheses explicitly contradicted by the included numerical comparison.

The authoritative claim-by-claim classification is data/claims.csv.

Scientific boundaries

  • No arbitrary elemental transmutation is proposed.
  • A universal controller is distinguished from a universal single chemistry.
  • Complex frequency is treated as a control/envelope description, not a free Hilbert-space coordinate.
  • Synthetic dimensions only multiply address space when their physical states and controls are independently distinguishable.
  • Engineered dissipation is not assumed to be free; reservoir pumping, reset and measurement must be counted in physical energy accounting.
  • Entropy is exported to explicit reservoirs rather than destroyed.
  • The simulations do not provide a joule-scale heat prediction.
  • Patentability and priority are not established by this repository.

Citation

Use CITATION.cff or CITATION.bib. No DOI and no peer review are claimed for v1.0.0.

License

The supplied scientific package contained no explicit reuse license. This Hub distribution therefore uses the Hub metadata value other; public availability should not be interpreted as an additional license grant. See LICENSE.md.

Research status

STATUS: Partial result / promising new mechanism candidate.
COMPLETENESS: mathematical controller construction and numerical package are complete at their declared scope; experimentally integrated universal-nanofabrication closure remains 0/6 bottlenecks.
Most important unresolved premises: broad chemical reachability, scalable structural certification, physical implementation/cost of the recovery interface, distributed feedstock/heat transport, and robustness at very high parallelism.

Downloads last month
258