Living Review Archive
Archive status: the first AMO frontier-map snapshot,
amo-frontiers-2026-07-26, is frozen below. It records the evidence
classification and literature cutoff used by the ten detailed frontier pages
on 26 July 2026. The live pages may later change; this entry must not be
silently rewritten to make the earlier assessment look current.
Scientific cutoff: version-of-record literature and explicitly labelled preprints available by 26 July 2026. A paper published after that date belongs to a later snapshot unless it corrects evidence that was already in scope.
Purpose and Canonical Boundary
Section titled “Purpose and Canonical Boundary”A living review is useful only if readers can tell what changed. Replacing last year’s record values, platform rankings, or publication labels in place can make the current page cleaner while erasing the history needed to audit a claim. This archive preserves that history.
This page is the canonical home for:
- annual AMO frontier maps;
- snapshot identifiers and evidence cutoffs;
- cross-program status summaries;
- source-integrity manifests;
- archive-level corrections and supersession records; and
- the procedure for freezing the next annual map.
It is not the canonical home for atomic, molecular, optical, or quantum derivations. It does not preserve a second live copy of every frontier page. The detailed pages own current, topic-specific assessments, while their background links own enduring theory:
- Frontiers and Open Problems owns the live chapter map and claim taxonomy.
- AMO Bibliography and Reading Guide owns the volume-wide reading structure.
- AMO Experiment Index owns the cross-platform experiment lookup.
- Versioning and Review Policy owns global page status, review, and staleness policy.
- Reference Changelog and Site Errata own broader correction records.
An archive entry may repeat a dated conclusion because preserving that conclusion is its purpose. It should not repeat a derivation, a full bibliography, or a current numerical table that already has a canonical home.
Snapshot Semantics
Section titled “Snapshot Semantics”A snapshot is an as-of claim
Section titled “A snapshot is an as-of claim”The statement
amo-frontiers-2026-07-26classified a platform claim as active
means that the cited evidence available at the declared cutoff supported that classification. It does not mean the classification remained correct for all later dates.
Each snapshot distinguishes three times:
| Time field | Meaning |
|---|---|
| evidence cutoff | latest publication or public record admitted to the review |
| freeze date | date on which the page set, labels, and manifest were fixed |
| correction date | date on which an error in the frozen record was documented |
A correction can be later than the freeze date without changing the evidence cutoff. A later scientific result normally creates a new snapshot rather than a correction.
Claim labels are preserved with their scope
Section titled “Claim labels are preserved with their scope”The 2026 map uses the following labels:
| Label | Archived meaning |
|---|---|
| established | directly demonstrated or standard within the claim’s stated scope |
| active | supported research program with central capability, scale, or interpretation still developing |
| conjectural | plausible extrapolation or model-dependent claim lacking decisive evidence |
| speculative | scientifically discussable proposal with a long or unvalidated evidence chain |
| controversial | live disagreement about evidence, interpretation, or sufficiency |
| not established | an explicit negative boundary; not a claim that the result is impossible |
The noun governed by the label must be retained. “A gate primitive is established” and “fault-tolerant computation is established” are different claims even when they refer to the same apparatus.
Publication state is part of the snapshot
Section titled “Publication state is part of the snapshot”A preprint, accepted manuscript, version of record, correction, erratum, and reanalysis are different evidence objects. The snapshot preserves which one was available at the cutoff. Later peer review can strengthen a claim, weaken it, or leave its scientific content unchanged; it does not retroactively make the earlier source a version of record.
Negative findings are first-class records
Section titled “Negative findings are first-class records”The archive records absences that constrain interpretation:
- no confirmed new force or dark-matter field;
- no permanent EDM or new CP-odd nuclear moment;
- no demonstrated general-purpose fault-tolerant AMO computer;
- no universal quantum-simulation advantage;
- no arbitrary chemical-reaction control; and
- no model-independent attosecond “movie” of a many-electron process.
Deleting these boundaries from a later summary would create survivorship bias toward positive milestones.
Archive Entry Contract
Section titled “Archive Entry Contract”Required metadata
Section titled “Required metadata”Every annual entry should contain:
| Field | Requirement |
|---|---|
snapshot_id | stable, unique identifier containing scope and freeze date |
title | human-readable map title |
evidence_cutoff | inclusive date and any source-state qualification |
frozen_at | freeze date or RFC 3339 timestamp |
routes | complete set of frontier pages covered |
claim_vocabulary | version or explicit definitions of evidence labels |
source_revision | repository revision when available |
source_sha256 | exact-byte digest for each archived source |
renderer | Astro, Starlight, KaTeX, and relevant integration versions |
verification | build, rendered-math, route, and search-index result |
supersedes | previous snapshot identifier, if any |
superseded_by | next snapshot identifier, once frozen |
corrections | append-only correction identifiers |
A compact machine-readable representation can use:
snapshot_id: 'amo-frontiers-2026-07-26'title: '2026 AMO Frontier Map'evidence_cutoff: '2026-07-26'frozen_at: '2026-07-26'claim_vocabulary: 'amo-frontier-labels-1'source_revision: nullsource_hash_algorithm: 'sha256'renderer: astro: '7.1.3' starlight: '0.41.4' katex: '0.17.0'verification: production_build: 'pass' pages_built: 2139 rendered_math_errors: 0 broken_snapshot_routes: 0supersedes: nullsuperseded_by: nullcorrections: []The 2026 entry records source hashes because a repository revision identifier was not available for this workspace freeze. Future entries should record both a revision and hashes.
Integrity is not scientific validation
Section titled “Integrity is not scientific validation”For exact source bytes , the manifest records
Matching shows that the bytes have not changed relative to the manifest. It does not show that the prose, mathematics, citation, or interpretation is correct. Scientific review, source criticism, and rendered verification remain separate checks.
Line-ending conversion, Unicode normalization, or a one-character edit changes the digest. A verifier must hash the exact archived bytes, not text copied from the browser.
A snapshot contains a map, not a hidden fork
Section titled “A snapshot contains a map, not a hidden fork”The archive freezes:
- the set of frontier routes;
- the review cutoff;
- each route’s broad established, active, and unestablished boundaries;
- the year’s most interpretation-relevant changes;
- negative findings;
- source hashes and renderer metadata; and
- later corrections.
It links to detailed pages for the full evidence and to canonical background
for derivations. When a live page is superseded, its old full source can be
moved under frontiers/living-review-archive/ with
status: 'historical' and knowledge_status: 'historical'.
2026 AMO Frontier Map
Section titled “2026 AMO Frontier Map”Snapshot metadata
Section titled “Snapshot metadata”| Field | Frozen value |
|---|---|
| snapshot identifier | amo-frontiers-2026-07-26 |
| title | 2026 AMO Frontier Map |
| evidence cutoff | 26 July 2026 |
| detailed frontier pages | 10 |
| claim vocabulary | amo-frontier-labels-1 |
| source revision | not recorded; exact-byte SHA-256 manifest supplied |
| renderer baseline | Astro 7.1.3, Starlight 0.41.4, KaTeX 0.17.0 |
| production verification | 2,139 pages built; Pagefind indexed 2,139 HTML files; sitemap generated |
| previous snapshot | none |
| archive-level corrections at freeze | none |
Frontier status map
Section titled “Frontier status map”| Frontier | Established baseline at the cutoff | Active boundary |
|---|---|---|
| Precision AMO | coherent transduction, clocks, magnetometers, and atom interferometers | networks, long baselines, moving platforms, entanglement assistance, and new-physics interpretation |
| Optical clocks | lattice and ion clocks, frequency combs, and phase-stabilized fibre comparison | clock networks, transportable geodesy, entanglement, nuclear-clock systematics, and dark-field searches |
| Cold molecules | selected direct cooling and trapping, ultracold assembly, microwave shielding, molecular degeneracy, and pair entanglement | larger polyatomic cycles, defect-free arrays, dipolar phases, molecular qubits, and symmetry measurements |
| Rydberg arrays | thousand-atom storage arrays, hundred-atom simulators, parallel gates, logical encodings, and erasure-aware ingredients | repeated correction, integrated fault tolerance, calibrated optimization, and useful algorithmic scale |
| Ultracold-atom quantum simulation | Hubbard realizations, site-resolved microscopy, antiferromagnetic correlations, topological bands, and one-dimensional Abelian gauge mappings | low-temperature doping, interacting topology, higher-dimensional gauge theory, synthetic dimensions, and nonequilibrium validation |
| Quantum optics | antibunched and heralded photons, interference, squeezing, Gaussian processing, non-Gaussian preparation, and remote-memory entanglement | efficient indistinguishable sources, repeaters, integrated loss tolerance, optical GKP resources, and network advantage |
| Cavity and circuit QED | coherent single-emitter coupling, enhanced emission, dispersive control, collective radiance, ultrastrong coupling, and bosonic storage | multimode interfaces, delayed feedback, corrected bosonic memories, transduction, and modular links |
| Attosecond and ultrafast science | high-harmonic generation, attosecond pulses, streaking, RABBITT, pump–probe spectroscopy, diffraction, and strong-field ionization | quantitative charge migration, coupled electron–nuclear reconstruction, condensed-phase HHG, X-ray methods, and quantum-light driving |
| Molecular control | coherent transfer, alignment and orientation, selected pathway interference, feedback shaping, and prepared ultracold-state control | near-unit transfer, product-resolved reactions, single-molecule shaping, response-aware optimization, and nonadiabatic steering |
| Fundamental symmetries | weak parity violation, atomic parity violation, and calibrated reversal methods | EDMs, NSD-PV, Schiff and magnetic-quadrupole moments, radioactive molecules, isotope shifts, and new-boson searches |
Exact-byte source manifest
Section titled “Exact-byte source manifest”The following SHA-256 values were computed from the ten UTF-8 source files in the workspace at freeze. They include the files’ original line endings.
Show source hashes
attosecond-and-ultrafast-frontiers.mdx dd82cebc71d52a968b2206155acd06c13cfafcd3dfe68ff3bb271d3154d17c29cavity-and-circuit-qed-frontiers.mdx 59c28ccfbeb0cd8ddc7a64f22149e8352fd8414e95212202b6713704ed8f83e9cold-molecule-frontiers.mdx 406e0317c609e17242b9b63f5e1eb132c3d9db95c2e2510ac5ebfe909b6e1e2bfundamental-symmetry-frontiers.mdx 6e8ba0141abb3b8851a455214aa5627395ffe91186686e544f7937654ab35873molecular-control-frontiers.mdx d7db92b9493e5797dd921d491610c5d40c240f3dead14cd562703c71cae7d77aoptical-clock-frontiers.mdx c3cf2d1dd2cdeb55543cbfbfd68dabf66351916193532581231a5098a845264fprecision-amo-frontiers.mdx 778832b37bb9fafd098727b0ff7ec70a09287596cc32a59f30430a01dfbbd0f2quantum-optics-frontiers.mdx 17da816a2f5dc120a766d84395abd90dd8fb1b8e03a11e78ba1a4b3696645b19rydberg-array-frontiers.mdx e8be1424cac6a19fa606d0817f754a4c47c6c7ceb4a66e7abfb6c476eb68a15aultracold-atom-quantum-simulation.mdx e429db9a2cfba110bf34149d66326e9534ad4ce6504bc52d217764845d20a8f82026 Cross-Program Baseline
Section titled “2026 Cross-Program Baseline”The 2026 review did not rank frontiers by publicity, funding, qubit count, frequency precision, or a single record. It adopted common evidence rules so that unlike platforms could be compared without pretending they solve the same problem.
Preserve the inference chain
Section titled “Preserve the inference chain”Across the ten pages, claims were organized as
Each arrow adds assumptions. A detected photon pattern is not yet a many-body phase; a molecular frequency is not yet an electron EDM; a transduced microwave tone is not yet a transferred arbitrary quantum state; and a nonlinear isotope shift is not yet a fifth force.
The archive retains the narrowest statement directly supported by the measurement and labels later interpretations separately.
Scale is a resource vector
Section titled “Scale is a resource vector”The 2026 map rejected single-number platform rankings. Representative resource vectors were:
| Program | Resources that had to be considered together |
|---|---|
| clocks and sensors | instability, systematic uncertainty, uptime, link performance, coverage, and deployability |
| neutral-atom arrays | loaded atoms, connected interactions, gate fidelity, loss, erasure conversion, decoding, and repeated cycles |
| molecular arrays | state purity, filling, shielding, coherence, addressability, and readout |
| quantum networks | source probability, coupling, conversion, transmission, detection, memory lifetime, and accepted-event definition |
| quantum simulation | preparation temperature, Hamiltonian calibration, observable access, finite-size control, and classical cross-check |
| ultrafast reconstruction | pulse characterization, response model, inversion uniqueness, gauge and basis dependence, and timing calibration |
| symmetry tests | coherence, reversal leverage, response coefficients, systematics, confidence construction, and operator complementarity |
A larger value of one component can expose a deficit in another. More atoms increase neither useful computation nor simulation validity when loss, calibration, or readout is uncontrolled.
Platform primitive, integrated system, and scientific outcome are distinct
Section titled “Platform primitive, integrated system, and scientific outcome are distinct”The review used a three-level evidence ladder:
- primitive: a gate, interface, state-preparation step, pulse, transition, source, detector, or calibration;
- integrated system: several primitives operating together with an end-to-end benchmark; and
- scientific outcome: a validated answer to the claimed physics or information-processing question.
Examples preserved in the snapshot include:
- a molecular clock transition that suppresses field sensitivity is a control primitive, not an EDM limit;
- a kilometre transduction link carrying a coherent signal is an integrated interface milestone, not arbitrary quantum-state transfer;
- fault-tolerant ingredients in a neutral-atom array are stronger than isolated gates, but do not yet establish sustained useful fault-tolerant computation;
- a self-bound molecular droplet is a many-body observation, while supersolidity requires additional coherence and order evidence; and
- an attosecond reconstruction can establish an observable-dependent delay without producing a unique classical trajectory of an electron.
Error bars do not absorb model inadequacy
Section titled “Error bars do not absorb model inadequacy”The 2026 pages separated:
- statistical uncertainty;
- calibrated systematic uncertainty;
- theory-response uncertainty;
- finite-size or truncation error;
- model discrepancy;
- selection and trial effects; and
- publication-state uncertainty.
Adding these as if they were independent Gaussian variances is not always valid. A missing Hamiltonian term, a nonidentifiable inverse problem, or an unrecognized source of King-plot curvature is not repaired by widening a statistical error bar without a model.
Reproducibility means repeating the relevant claim
Section titled “Reproducibility means repeating the relevant claim”The required replication depends on the claim:
| Claim | High-value replication |
|---|---|
| record clock ratio | independent clocks, links, epochs, and ratio closure |
| logical neutral-atom operation | repeated cycles with loss, erasure, decoder, and feed-forward included |
| quantum-simulation phase | independent observable, system size, preparation path, and classical limit |
| remote entanglement | end-to-end heralding, memory survival, and multi-segment extension |
| chemical control | predicted product-resolved change under a prespecified control |
| EDM or new-force candidate | distinct apparatus with a complementary response coefficient |
| ultrafast movie | independent pulse characterization and an inversion that tests model alternatives |
Repeating the same analysis on more data can reduce noise while leaving a shared model error untouched.
2026 Change Ledger
Section titled “2026 Change Ledger”This ledger is selective. It records developments that changed an evidence boundary or clarified what a headline did not establish. Full references remain on the linked frontier pages.
| Frontier | Change admitted by the cutoff | Archived interpretation |
|---|---|---|
| Precision AMO | Al/Yb, Al/Sr, and Yb/Sr ratios reached total uncertainties at or below ; the AION prototype demonstrated differential clock-transition interferometry under large synthetic laser noise | ratio reproducibility and long-baseline ingredients advanced; no new constant variation, dark-matter field, or gravitational wave was detected |
| Optical clocks | multispecies ratios improved; a solid-state thorium reference reported a temperature-insensitive region and cross-crystal reproducibility; two nuclear-clock feedback demonstrations appeared as preprints; a optical link advanced dissemination | nuclear-clock operation and network engineering moved forward, but a complete nuclear-clock uncertainty budget and a global optical time network were not established |
| Cold molecules | microwave-dressed NaCs formed self-bound droplets and arrays; a ground-state NaRb gas formed a Bose–Einstein condensate of roughly 500 molecules and a tunable droplet | molecular degeneracy and droplet formation became multi-platform observations; crystalline order, supersolidity, and broad shielding universality remained active |
| Rydberg arrays | a neutral-atom fault-tolerance architecture entered the version of record with up to 448 atoms; two Yb experiments joined erasure conversion, logical operation, and adaptive ingredients | many fault-tolerant components coexisted at meaningful scale; sustained useful general-purpose fault tolerance remained active |
| Ultracold-atom simulation | dimensional crossover was mapped with temperature as a control axis; bound-cluster tunnelling produced a massive spatial superposition; the 2025 low-temperature Hubbard result became the central cooling benchmark | state preparation and observable reach improved; broad quantum advantage and full higher-dimensional gauge dynamics were not established |
| Quantum optics | remote ion–ion entanglement through of fibre survived beyond the mean establishment time; integrated twin-field QKD expanded to 20 client chips; continuous-variable generation, gates, and readout were monolithically combined | repeater-relevant memory and integrated networking crossed important boundaries; a multi-segment repeater and general quantum internet did not |
| Cavity and circuit QED | a cavity-array microscope interfaced atoms across more than 40 free-space modes; a one-kilometre cryogenic photonic link preserved coherent signals; a superconducting Rice–Mele waveguide produced tunable directional edge states | parallel interfaces, long links, and directional coupling advanced; arbitrary quantum-state transfer and modular fault-tolerant networking remained unshown |
| Attosecond and ultrafast science | ion–photoelectron entanglement in dissociating became a control parameter; liquid high harmonics gained trajectory-resolved timing; quantum statistics entered isolated-atom tunnelling; the shortest-pulse claim acquired a reconstruction dispute | new observables and control were established, while universal tunnelling time and model-independent trajectory claims remained unsupported |
| Molecular control | matter-wave chemistry showed phase doubling and nonclassical correlations; resonant atom–ion charge exchange showed interference across many partial waves; an open vibronic simulator gained a second engineered bosonic mode | coherence reached new reaction and simulation regimes; arbitrary product-selective chemistry and universally predictive short-range phases did not |
| Fundamental symmetries | the first direct deuteron EDM limit was published; YbF demonstrated a complete ultracold-beam spin interferometer; YbOH demonstrated engineered field-insensitive transitions; radioactive-molecule and new-boson analyses advanced | storage-ring and molecular control readiness improved; no permanent EDM, new CP-odd nuclear moment, molecular weak energy difference, or fifth force was observed |
Developments retained from 2025
Section titled “Developments retained from 2025”Several 2025 results remained the 2026 baseline because no later version-of-record result superseded them. Examples include calcium multitransition isotope-shift constraints, AcF and RaF spectroscopy, optical-GKP generation, molecular STIRAP benchmarks, bosonic-memory experiments, and low-temperature fermionic Hubbard preparation.
“What changed this year” therefore does not mean “only papers dated 2026 matter.” It records changes in the frontier assessment. A 2025 result can remain the controlling evidence in the 2026 map.
Corrections attached to cited papers were included
Section titled “Corrections attached to cited papers were included”Where a source had a publisher correction or erratum by the cutoff, the corrected record governed the snapshot. Examples include the correction associated with the neutral-atom fault-tolerance article and the established erratum to the Hg EDM paper. Consulting only the original article without its correction is not a faithful reconstruction of the 2026 review.
2026 Negative Findings and Open Claims
Section titled “2026 Negative Findings and Open Claims”The snapshot’s most important restraint is often the sentence after a milestone.
| Frontier | Not established at the 2026 cutoff |
|---|---|
| precision AMO | confirmed variation of a constant, dark-matter signal, new force, or long-baseline observatory detection |
| optical clocks | demonstrated superiority of a nuclear clock, full global optical time distribution, or new-physics discovery |
| cold molecules | universally transferable shielding, scalable defect-free molecular computation, molecular supersolidity, or symmetry violation |
| Rydberg arrays | sustained general-purpose fault-tolerant computation or practical optimization advantage under full resource accounting |
| ultracold-atom simulation | universal quantum-simulation advantage, complete finite-size removal, or generic higher-dimensional gauge-theory realization |
| quantum optics | practical multi-segment repeater, loss-tolerant general photonic processor, or universal quantum-network advantage |
| cavity and circuit QED | loss-tolerant remote processor interconnect, arbitrary-state kilometre transduction, or operational advantage from an ultrastrong-coupling ground state |
| attosecond and ultrafast science | universal tunnelling time, unique many-electron trajectory reconstruction, or unlimited sub-attosecond temporal resolution |
| molecular control | routine arbitrary reaction control, universally reliable optimal-control transfer, or complete predictive nonadiabatic dynamics |
| fundamental symmetries | permanent EDM, Schiff moment, nuclear magnetic quadrupole moment, molecular weak enantiomeric energy difference, or fifth force |
Active does not mean equally near completion
Section titled “Active does not mean equally near completion”An active program can be:
- improving a mature null experiment;
- assembling the first complete instrument;
- validating one missing primitive;
- resolving a theory uncertainty;
- scaling an integrated system;
- testing a disputed interpretation; or
- converting a proposal into a measured observable.
The label records a live, evidence-bearing program. It does not estimate a calendar date for success.
Conjectural projections remain conditional
Section titled “Conjectural projections remain conditional”The 2026 pages retained conjectural claims when they were useful and clearly labelled, including:
- future energy-scale reach inferred from a low-energy null result;
- fault-tolerant or optimization advantage extrapolated from primitives;
- nuclear-clock superiority before complete systematic evaluation;
- network advantage projected from component efficiencies;
- chemical selectivity projected from an optimized model; and
- new-particle interpretations that set other effective operators to zero.
The archive preserves the assumptions that make each projection meaningful. It does not promote a projection because a later press summary used declarative language.
Disputed claims require an issue, not a vague warning
Section titled “Disputed claims require an issue, not a vague warning”For a controversial classification, the archive should state what is disputed:
- reconstruction uniqueness;
- statistical coverage;
- Hamiltonian fidelity;
- resource accounting;
- publication status;
- theory response;
- finite-size extrapolation; or
- whether the measured observable supports the advertised noun.
“More work is needed” is too vague to reconstruct the disagreement.
Corrections and Supersession
Section titled “Corrections and Supersession”Correction and update are different operations
Section titled “Correction and update are different operations”A correction repairs the frozen record because the record was wrong at its own cutoff. Examples are a misquoted number, omitted erratum, broken route, incorrect publication label, sign error, or claim that exceeded the available evidence.
An update incorporates evidence that became available after the cutoff. It belongs to the next snapshot.
The distinction can be written as
Here is an append-only correction record. It does not erase the original snapshot identifier.
Required correction record
Section titled “Required correction record”An archive correction should state:
| Field | Meaning |
|---|---|
| correction identifier | stable identifier such as amo-2026-E1 |
| recorded date | when the correction was published |
| affected snapshot and route | exact historical scope |
| issue | what the snapshot said or omitted |
| corrected statement | replacement wording or data |
| evidence | source that demonstrates the error |
| scientific impact | none, local, status-changing, or cross-program |
| hash impact | hashes or archived files affected |
If the correction changes a scientific status label, the old label and new label must both remain visible.
Supersession preserves both directions
Section titled “Supersession preserves both directions”When the 2027 map is frozen:
- the 2026 entry gains
superseded_by: amo-frontiers-2027-...; - the 2027 entry gains
supersedes: amo-frontiers-2026-07-26; - live frontier pages point to the newest assessment;
- historical citations can still target the 2026 anchor; and
- no 2026 negative finding is deleted merely because a later experiment succeeds.
An individual frontier page may be superseded before the annual map if a major correction or discovery makes its live assessment unsafe. Preserve the old source under the archive route and record the exceptional freeze.
Current correction log
Section titled “Current correction log”amo-frontiers-2026-07-26: no archive-level correction was recorded at
freeze.
This statement is itself dated 26 July 2026. Future corrections should be appended immediately below it with stable identifiers; they should not alter the sentence to imply that no correction was ever needed.
Annual Rollover Workflow
Section titled “Annual Rollover Workflow”1. Declare scope before searching
Section titled “1. Declare scope before searching”Fix:
- the frontier routes under review;
- the inclusive evidence cutoff;
- accepted source states;
- claim-label definitions;
- whether cross-volume developments are in scope; and
- the date by which unresolved source checks defer to the next cycle.
Changing the scope after seeing an exciting result creates an inconsistent map. An exceptional late paper can be included only if the cutoff changes for the whole snapshot and the affected searches are rerun.
2. Audit the previous map
Section titled “2. Audit the previous map”For every archived claim, ask:
- Did a result become established, remain active, or weaken?
- Was a projection tested?
- Did a preprint enter the version of record?
- Was a correction, retraction, or expression of concern issued?
- Did theory alter the interpretation without changing the data?
- Did a better canonical home appear?
- Is a negative finding still true?
The audit starts from the old map rather than from a fresh list of recent papers. That preserves continuity and makes status transitions visible.
3. Search by claim and by platform
Section titled “3. Search by claim and by platform”A reliable search uses two directions:
- claim-first: search for the observable, capability, or disputed interpretation across platforms;
- platform-first: search each major apparatus or method for results that may alter a neighboring claim.
For example, a new nuclear-structure calculation can change a molecular EDM interpretation even though the experiment did not publish new data. A network component can alter a quantum-repeater budget without itself being a repeater demonstration.
Prefer version-of-record papers, publisher corrections, standards, and authoritative reviews. Preprints can enter when they materially define the frontier, but their provisional state must be visible.
4. Update the evidence ledger
Section titled “4. Update the evidence ledger”Each candidate change should record:
| Item | Question |
|---|---|
| measured object | What was directly observed or fitted? |
| comparison | Relative to which baseline, model, or previous result? |
| uncertainty | Statistical, systematic, theory, and model components? |
| scope | Species, state, geometry, task, distance, duration, or parameter range? |
| publication state | Preprint, accepted paper, version of record, correction, or reanalysis? |
| claim effect | Which archived status sentence changes, if any? |
| canonical route | Where does the full explanation belong? |
A paper can be important yet leave the map unchanged. Such a paper belongs in the detailed bibliography, not necessarily in the annual change ledger.
5. Review cross-program consistency
Section titled “5. Review cross-program consistency”Before freezing, compare repeated nouns across pages:
- “coherence” must identify the degree of freedom and observable;
- “fidelity” must state the operation, conditioning, and loss treatment;
- “quantum advantage” must name the task and resource accounting;
- “network” must distinguish components, links, memories, and end-to-end operation;
- “control” must identify the target outcome and validation;
- “discovery” must distinguish measured anomaly from model interpretation; and
- “record” must state the metric and comparison class.
Cross-page inconsistency is an archive-level problem even when each sentence looks plausible in isolation.
6. Freeze source and provenance
Section titled “6. Freeze source and provenance”After scientific review:
- stop substantive edits to the snapshot set;
- record route and frontmatter metadata;
- record repository revision when available;
- compute exact-byte SHA-256 hashes;
- record dependency versions from the lockfile;
- create the human-readable map;
- create machine-readable metadata when supported; and
- assign
supersedesandsuperseded_byrelations.
If a file changes after hashing, recompute the manifest and rerun every verification affected by the edit. A manifest assembled from different source moments is not one snapshot.
7. Run acceptance checks
Section titled “7. Run acceptance checks”The minimum release gate is:
| Check | Acceptance condition |
|---|---|
| content schema | all frontmatter validates |
| MDX | every covered page compiles |
| KaTeX | no error markup or red fallback math |
| internal routes | all snapshot and canonical links resolve |
| figures | referenced assets exist and have useful alternatives |
| production build | completes without a new relevant warning |
| rendered structure | expected title, sections, tables, and disclosures appear |
| sitemap | archive and live routes are included |
| search | snapshot identifier and distinctive claims are retrievable |
| manifest | recomputed source hashes match |
Build success alone does not verify scientific accuracy. Scientific review alone does not verify that the archived object is renderable or retrievable.
8. Publish the map before resuming live edits
Section titled “8. Publish the map before resuming live edits”Append the new annual section, link it from the live frontier index, and record the old–new relation. Only then resume ordinary updates to the live pages.
Future annual sections should follow:
2026 AMO Frontier Map2027 AMO Frontier Map2028 AMO Frontier Map...When an annual section becomes too large for one page, preserve this route as the archive index and move each frozen map to a dated child route. Do not reuse a child route for a later year.
Mid-cycle exceptional freezes
Section titled “Mid-cycle exceptional freezes”A mid-cycle snapshot is warranted when:
- a discovery claim materially changes several pages;
- a major result is retracted or corrected;
- a convention or response calculation changes cross-program inference;
- a sidebar or canonical-home reorganization would make the old map unrecoverable; or
- an archive integrity failure affects the frozen source.
Routine records and incremental improvements wait for the annual cycle. This keeps snapshot identifiers meaningful.
Integrity, Citation, and Reuse
Section titled “Integrity, Citation, and Reuse”Verify bytes and metadata separately
Section titled “Verify bytes and metadata separately”A complete verification has at least four independent questions:
- Integrity: do the source bytes match their hashes?
- Provenance: where, when, and by which workflow was the snapshot made?
- Renderability: does the declared environment build the pages?
- Scientific traceability: do the claims point to the right evidence and canonical explanation?
W3C PROV supplies a general vocabulary for entities, activities, and agents. The archive does not require a full PROV graph, but its metadata should be convertible to that model: a source page is an entity, review and build are activities, and the snapshot is a derived entity.
Hashes detect change, not authorship
Section titled “Hashes detect change, not authorship”SHA-256 is used here as a change detector. A bare digest does not establish:
- who created the source;
- whether the manifest is authentic;
- whether the source was reviewed;
- whether dependencies are trustworthy; or
- whether the scientific claims are correct.
A repository revision, signed release, trusted publication record, or independent mirror can strengthen authenticity. Those mechanisms are additive rather than substitutes for claim-level review.
Cite the object that supports the sentence
Section titled “Cite the object that supports the sentence”For current scientific content, cite the live frontier page and its
last_reviewed date.
For a historical statement about the review itself, cite the archive entry:
Living Review Archive, snapshot
amo-frontiers-2026-07-26, evidence cutoff 26 July 2026, section “2026 AMO Frontier Map.”
For a primary scientific result, cite the original paper. The archive is evidence of how the result was classified, not a replacement for the paper.
Stable anchors matter
Section titled “Stable anchors matter”Annual headings and correction identifiers should remain stable. If the archive is split into child pages, preserve redirects or explicit migration links. A citation to a historical section should not silently land on the newest map.
If persistent external identifiers are added later, version metadata and
relations such as IsNewVersionOf and IsPreviousVersionOf should accompany
them. DataCite’s version and related-identifier fields provide a suitable
general model.
FAIR does not mean frozen forever
Section titled “FAIR does not mean frozen forever”The FAIR principles ask that digital research objects be findable, accessible, interoperable, and reusable. For this archive:
- findable: stable route, snapshot ID, title, date, and search indexing;
- accessible: ordinary web page plus source in the maintained project;
- interoperable: explicit dates, routes, status vocabulary, hashes, and machine-readable metadata;
- reusable: clear scope, provenance, correction policy, and links to primary evidence.
FAIR describes stewardship qualities. It does not require pretending that an old scientific assessment remains current.
Reuse must preserve the cutoff
Section titled “Reuse must preserve the cutoff”A figure, table, or status sentence reused from a snapshot must retain:
- snapshot identifier;
- evidence cutoff;
- claim scope;
- source links;
- correction state; and
- any publication-state caveat.
Removing the date from a historical platform comparison turns an auditable snapshot into an unattributed current claim.
Common Failure Modes
Section titled “Common Failure Modes”Silently replacing the annual map
Section titled “Silently replacing the annual map”Changing “2026” values to “2027” values under the same anchor destroys the earlier record. Append a new map and link the versions.
Treating the archive as the current reference
Section titled “Treating the archive as the current reference”The archive answers “what was the assessment at the cutoff?” The live frontier page answers “what is the current maintained assessment?”
Archiving only positive records
Section titled “Archiving only positive records”Milestones without negative findings systematically inflate maturity. Preserve what was not demonstrated and which projections remained conditional.
Copying canonical derivations into snapshots
Section titled “Copying canonical derivations into snapshots”This creates several stale homes for the same mathematics. Archive the dated conclusion and link to the enduring derivation.
Hashing rendered HTML but not source
Section titled “Hashing rendered HTML but not source”Rendered HTML changes with templates, dependencies, and asset pipelines. Source hashes and renderer metadata answer different questions; preserve both when a full render archive is made.
Recomputing a hash after an undocumented edit
Section titled “Recomputing a hash after an undocumented edit”A matching new hash only proves consistency with the edited file. The edit still needs a correction or a new snapshot, depending on its cause.
Calling a late paper a correction
Section titled “Calling a late paper a correction”Evidence published after the cutoff normally belongs to the next snapshot. It corrects the old map only when it demonstrates that the map misstated evidence already available within scope.
Losing publication state
Section titled “Losing publication state”Replacing “preprint” with “paper” after publication makes the old assessment anachronistic. The next map can record the status transition.
Ranking unlike quantities
Section titled “Ranking unlike quantities”Qubit count, clock uncertainty, EDM magnitude, entanglement distance, pulse duration, and molecular temperature do not share an ordering relation. Each requires its own task and resource context.
Treating no correction as proof of correctness
Section titled “Treating no correction as proof of correctness”An empty correction log means no archive-level correction has been recorded. It is not a guarantee that no error exists.
Exercises
Section titled “Exercises”Exercise 1: Correction or next snapshot?
Section titled “Exercise 1: Correction or next snapshot?”Classify each event for amo-frontiers-2026-07-26:
- A cited 2025 paper had an erratum published in May 2026, but the snapshot missed it.
- A new experiment published in September 2026 improves a record.
- A route in the 2026 map was misspelled.
- A 2027 review reinterprets unchanged 2025 data with a new response calculation.
Solution
- Correction. The erratum existed before the cutoff, so the frozen map failed to represent in-scope evidence.
- Next snapshot. The result did not exist at the cutoff.
- Correction. The historical route record is objectively broken. Record the old and fixed route and update affected hashes.
- Next snapshot in the ordinary case. The new theory is post-cutoff evidence, even though the experimental data are older. If the new review merely exposes an arithmetic or citation error that was already demonstrable in 2026, that narrower issue can also receive a correction.
Exercise 2: What does a hash mismatch prove?
Section titled “Exercise 2: What does a hash mismatch prove?”An archived file is recovered with Unix line endings, while the manifest was computed from Windows line endings. The prose is visually identical, but the SHA-256 value differs. What can be concluded?
Solution
The recovered bytes do not match the exact object that was hashed. The mismatch does not show that the scientific text changed, because line-ending conversion is sufficient to alter the digest.
Record the normalization history if it is known. Do not replace the old hash silently. A normalized-text digest can be added as a separate field in a future format, but it must not be confused with the exact-byte digest.
Exercise 3: Preserve the noun governed by a status label
Section titled “Exercise 3: Preserve the noun governed by a status label”In 2026, an array demonstrated logical gates and repeated syndrome information. A summary says “fault-tolerant neutral-atom computing was established.” Diagnose the archive problem and write a narrower statement.
Solution
The summary promotes evidence for several fault-tolerant ingredients into evidence for an integrated, sustained computing capability. The governed noun changed.
A defensible archive sentence is:
Several fault-tolerant neutral-atom primitives and integrated logical operations were established; sustained useful general-purpose fault-tolerant computation remained active.
The narrower statement preserves both the milestone and the missing system boundary.
Exercise 4: Which object should be cited?
Section titled “Exercise 4: Which object should be cited?”You are writing:
- “The current leading electron-EDM limit is …”
- “The July 2026 frontier review classified YbOH clock transitions as a control milestone rather than an EDM result.”
- “Takahashi et al. measured electric- and magnetic-sensitivity suppression in YbOH.”
Which source type belongs with each sentence?
Solution
- Cite the current live Fundamental Symmetry Frontiers page and the primary limit paper. A historical snapshot may be stale.
- Cite snapshot
amo-frontiers-2026-07-26on this page, because the sentence is about the review’s dated classification. - Cite the Takahashi et al. primary paper. The archive can document how the result was interpreted, but it is not the experimental source.
Exercise 5: Design a minimal annual freeze
Section titled “Exercise 5: Design a minimal annual freeze”You have ten reviewed pages, but no Git commit identifier. What is the minimum defensible freeze, and what limitation must be stated?
Solution
Record:
- a unique snapshot ID;
- evidence cutoff and freeze date;
- complete route list;
- claim-label definitions;
- exact-byte hash for every source;
- renderer and dependency versions;
- build and rendered-verification results;
- annual status and negative-finding summaries; and
- correction and supersession fields.
State that no repository revision or signed release identifies the source state. The hash manifest can detect changes relative to itself, but without an independently trusted copy it provides weaker provenance and authenticity than a revision-backed release.
Connections
Section titled “Connections”Live frontier assessments
Section titled “Live frontier assessments”- Precision AMO Frontiers
- Optical Clock Frontiers
- Cold Molecule Frontiers
- Rydberg Array Frontiers
- Ultracold Atom Quantum Simulation
- Quantum Optics Frontiers
- Cavity and Circuit QED Frontiers
- Attosecond and Ultrafast Frontiers
- Molecular Control Frontiers
- Fundamental Symmetry Frontiers
Governance and reproducibility
Section titled “Governance and reproducibility”- Versioning and Review Policy defines review triggers, promotion, staleness, and changelog behavior.
- Page Status Labels defines site-wide editorial and knowledge states.
- Learn Changelog records reader-facing structural and convention milestones.
- Reference Changelog and Site Errata record cross-site corrections.
- Computational Reproducibility Benchmarks develops environment, artifact, convergence, and evidence practices for computational AMO work.
- AMO Bibliography and Reading Guide and the AMO Experiment Index provide canonical source and platform discovery.
References
Section titled “References”- M. D. Wilkinson et al., “The FAIR Guiding Principles for Scientific Data Management and Stewardship,” Scientific Data 3, 160018 (2016), doi:10.1038/sdata.2016.18 — findability, accessibility, interoperability, and reuse of digital research objects.
- T. Lebo et al., PROV-O: The PROV Ontology, W3C Recommendation (30 April 2013) — interoperable entities, activities, agents, and derivation relations.
- National Institute of Standards and Technology, FIPS PUB 180-4: Secure Hash Standard (2015) — specification of SHA-2 message-digest algorithms used for change detection.
- DataCite, Metadata Schema 4.6 (2025) — version, date, description, identifier, and related-resource metadata.
- National Academies of Sciences, Engineering, and Medicine, Reproducibility and Replicability in Science, National Academies Press (2019) — distinctions among computational reproducibility, experimental replication, uncertainty, and evidential confidence.
- Versioning and Review Policy — local canonical policy for page review, staleness, promotion, and changelog triggers.
- Frontiers and Open Problems — live AMO claim taxonomy, reading protocol, and route map from which the 2026 snapshot was frozen.