Research library
Materials science: completion history
All area pages | Area definition | Scoring rubric
Created November 7, 2026. The three earlier snapshots are retrospective judgment-based estimates, not scores recorded at the time. The current assessment is unchanged. Historical confidence is very low; current confidence is low. Zero can indicate an evidence gap rather than absent capability.
Chart layout updated November 8, 2026: one graph with four dated lines. Scores and assessment dates are unchanged. Overlapping lines indicate equal values; point labels show November 7, 2026. The table below contains every date's exact values.

Scalable graph | Combined 14-page report
Percentage estimates
| Measurable outcome | Nov 7, 2025 (reconstructed) | May 7, 2026 (reconstructed) | Oct 7, 2026 (reconstructed) | Nov 7, 2026 (saved) |
|---|---|---|---|---|
| Deployment value | 0% | 15% | 15% | 15% |
| Discovery efficiency | 25% | 25% | 25% | 25% |
| Functional improvement | 20% | 40% | 40% | 40% |
| Identity and novelty | 20% | 15% | 15% | 15% |
| Scale and durability | 0% | 30% | 30% | 30% |
| Synthesis success | 35% | 30% | 30% | 30% |
Reconstruction notes and component scores
Components below are execution / breadth / agenda-setting / validation / sustained autonomous improvement, each out of 20. Their sum gives the percentage. The component values are judgments, not published statistics. Source links document evidence available by the cutoff, not the numerical estimate itself. The source section lists availability dates and version caveats. No area-wide average is calculated.
Deployment value
The earlier synthesis study does not establish representative-device value. The April 2026 mini-module earns limited deployment-proxy credit; commercial lifetime economics remain unknown.
| Assessment date | Component points | Evidence used |
|---|---|---|
| 2025-11-07 (reconstructed) | 0 / 0 / 0 / 0 / 0 = 0% | alab23 |
| 2026-05-07 (reconstructed) | 5 / 5 / 0 / 5 / 0 = 15% | pv |
| 2026-10-07 (reconstructed) | 5 / 5 / 0 / 5 / 0 = 15% | pv |
| 2026-11-07 (saved) | 5 / 5 / 0 / 5 / 0 = 15% | Original score and evidence |
Discovery efficiency
Laboratory autonomy supports limited process credit throughout. The correction narrows outcome accounting but does not establish the required full cost/time measure.
| Assessment date | Component points | Evidence used |
|---|---|---|
| 2025-11-07 (reconstructed) | 5 / 5 / 5 / 5 / 5 = 25% | alab23 |
| 2026-05-07 (reconstructed) | 5 / 5 / 5 / 5 / 5 = 25% | alab |
| 2026-10-07 (reconstructed) | 5 / 5 / 5 / 5 / 5 = 25% | alab |
| 2026-11-07 (saved) | 5 / 5 / 5 / 5 / 5 = 25% | Original score and evidence |
Functional improvement
Earlier synthesis autonomy is only an enabling proxy for useful properties. April's certified device result supports stronger execution and validation.
| Assessment date | Component points | Evidence used |
|---|---|---|
| 2025-11-07 (reconstructed) | 5 / 5 / 5 / 5 / 0 = 20% | alab23 |
| 2026-05-07 (reconstructed) | 15 / 5 / 5 / 10 / 5 = 40% | pv |
| 2026-10-07 (reconstructed) | 15 / 5 / 5 / 10 / 5 = 40% | pv |
| 2026-11-07 (saved) | 15 / 5 / 5 / 10 / 5 = 40% | Original score and evidence |
Identity and novelty
The 2025 reconstruction grants provisional identification credit to the original report, not verified novelty. January's correction reduces validation credit; this is revised confidence, not physical capability loss.
| Assessment date | Component points | Evidence used |
|---|---|---|
| 2025-11-07 (reconstructed) | 5 / 5 / 0 / 10 / 0 = 20% | alab23 |
| 2026-05-07 (reconstructed) | 5 / 5 / 0 / 5 / 0 = 15% | alab |
| 2026-10-07 (reconstructed) | 5 / 5 / 0 / 5 / 0 = 15% | alab |
| 2026-11-07 (saved) | 5 / 5 / 0 / 5 / 0 = 15% | Original score and evidence |
Scale and durability
The earlier synthesis source lacks qualifying scale/durability results. April device-scale and stability evidence supports a laboratory-level score, not commercial production.
| Assessment date | Component points | Evidence used |
|---|---|---|
| 2025-11-07 (reconstructed) | 0 / 0 / 0 / 0 / 0 = 0% | alab23 |
| 2026-05-07 (reconstructed) | 10 / 5 / 5 / 5 / 5 = 30% | pv |
| 2026-10-07 (reconstructed) | 10 / 5 / 5 / 5 / 5 = 30% | pv |
| 2026-11-07 (saved) | 10 / 5 / 5 / 5 / 5 = 30% | Original score and evidence |
Synthesis success
Original synthesis claims support provisional validation in the historical assessment. The 2026 reanalysis reduces that component; the original headline is not retained as an independently verified success rate.
| Assessment date | Component points | Evidence used |
|---|---|---|
| 2025-11-07 (reconstructed) | 10 / 5 / 5 / 10 / 5 = 35% | alab23 |
| 2026-05-07 (reconstructed) | 10 / 5 / 5 / 5 / 5 = 30% | alab |
| 2026-10-07 (reconstructed) | 10 / 5 / 5 / 5 / 5 = 30% | alab |
| 2026-11-07 (saved) | 10 / 5 / 5 / 5 / 5 = 30% | Original score and evidence |
Dated sources
All sources accessed November 7, 2026. Dates below are publication or conservative availability dates, as noted.
alab23 | 2023-11-29 - A-Lab original publication. Use as originally reported laboratory automation, not as a verified scientific-novelty count; later corrected.
alab | 2026-01-19 - A-Lab author correction, Nature. Correction narrows synthesis identification and clarifies scientific novelty.
pv | 2026-04-14 - Autonomous perovskite optimization, Nature. Device efficiency, mini-module and laboratory durability evidence.
Future updates
Keep these reconstructions separate from subsequently recorded observations. Append new dated assessments with changed component scores and source evidence; do not silently replace historical reasoning. The shared historical-method notes describe how these snapshots were made.