Raven / backtest caelangander.com

23 products · 4 chainsPre-registered 2026-09-22

Backtest

Every published chain scored again as of 2010, 2013 and 2016 by the same code the chain pages use, from nothing published after each year, and checked against which products arrived first.

The result

At 2010 the score ranked 13 of 21 pairs the right way (0.62); counting papers alone ranked 14.5 (0.69), and 2,694 of 10,000 shuffles did as well. By the rule fixed in commit 094380f on 2026-09-22, the score did not rank arrivals.

Without faster-than-light messaging and full-dive, the score ranked 6 of 13 pairs (0.46) and papers alone 8 (0.62).

Revised after the result

At 2010 the score ranked 11 of 18 pairs the right way (0.61); counting papers alone ranked 12.5 (0.69), and 3,173 of 10,000 shuffles did as well. By the rule fixed in commit 3c855e1 on 2026-09-30, the score did not rank arrivals.

Without faster-than-light messaging and full-dive, the score ranked 5 of 11 pairs (0.45) and papers alone 7 (0.64).

Each cutoff, revised:

  • 2010: 11 of 18 pairs (0.61); papers alone 0.69; 3,173 of 10,000 shuffles as high; anchor cloud computing
  • 2013: 5 of 7 pairs (0.71); papers alone 0.79; 2,961 of 10,000 shuffles as high; anchor cloud computing
  • 2016: 1 of 1 pair (1.00); papers alone 1.00; 4,952 of 10,000 shuffles as high; anchor cloud computing
Every outcome the revision changed, read from the two pre-registrations; the sources, and a note on each entry, are in backtest-v2.json.
Product Was Now Why
Debris shielding first flown micrometeoroid shield, 1973 first flown micrometeoroid shield, 1968 The 1973 station shield was not the first flown; a lunar module carrying a micrometeoroid shield flew in 1968. Found after the first run.
On-orbit servicing first commercial satellite life-extension service, 2020 first paid repair of a satellite in orbit, 1985 A satellite's owner paid for a repair in orbit in 1985, before the first commercial life-extension service of 2020.
Teleoperated robots first teleoperated bomb-disposal robot delivered, 1972 first commercially made remote manipulators delivered, 1951 The 1972 bomb-disposal vehicle was a government in-house design, not a delivery to a buyer; commercially made remote manipulators reached outside buyers from 1951, on a second-hand source.
Quantum key distribution first commercial quantum key distribution installation, 2007 the same; the note changed No earlier delivery was documented; the note no longer calls the 2007 installation paid, since no source says so.
Quantum networks first commercial quantum network service, 2022 not by 2025 2022 was the network's announcement, and its first customer, in December 2023, ran collaborative validation runs with no terms stated, which the rule reads as a demonstration.
Commit
3c855e1 on 2026-09-30
Revision sha256
9dc963e8c05b632b60971e4ea42c18e3ceef050198b92ab60582895a305dff2d
First pre-registration sha256
645456e20d913b9c74d4be3880ca9b9617801707303fbc2aeb85d8bbf6ef9f06
First result sha256, known when revised
c12150b67873f653955814d7fe22646fccdd5f12f0647941b098195ed7657a14
Ruled
2026-09-30
Run
Python 3.14.3; the shuffle counts belong to this interpreter

This pre-registration was ruled on 2026-09-30, after the first result was known, and committed before any score was computed from it. Its arrival rule, cutoffs, measure, seed and anchor candidates are the first's; only the outcomes in the table changed. The pair counts, 18, 7 and 1, follow from the arrival years alone and were known before the commit.

What was fixed first

Commit
094380f3e745833bed5d403684219a8c750375e3 on 2026-09-22
Pre-registration sha256
645456e20d913b9c74d4be3880ca9b9617801707303fbc2aeb85d8bbf6ef9f06
Run
Python 3.14.3; the shuffle counts belong to this interpreter
Cutoffs
2010, 2013 and 2016; the headline is 2010
Arrival
the first year a product in the category reached a buyer: delivered to someone other than its developers and funders, by sale, lease or service performed; a contract signed for something not yet delivered does not count, and neither does a demonstration. Wearable computing's years are the ones that chain declared on 2026-09-20, before any backtest existed, each the first consumer or mass-market product of its category; they are kept as declared, and each entry's note says where the strict rule finds an earlier delivery
Measure
Within one chain, every two tested products of which one arrived before the other, or the other not by 2025; right when the earlier scored higher at the cutoff, half for a tie, scores compared at 2 decimals
Baseline
The same pairs, read by each product's research works counted from 2000 to the cutoff
Shuffle
10,000 shuffles of the scores within each chain at each cutoff, seed 20260921
Verdict rule
At 2010, the score ranked arrivals only if its share is above 0.5, above the baseline's, and fewer than 500 of 10,000 shuffles reach it
Read again without
Faster-than-light messaging and Full-dive, at every cutoff; this line never changes the verdict
Anchor candidates
large language model, graphene, smartphone, cloud computing, social media, deep learning, CRISPR
Mature control
smoke detector

Before the pre-registration was committed, a feasibility read computed some pieces as of earlier years: for wearable computing, citation reach at 2010, 2012 and 2014, which of its barrier documents survive each cut, and growth against the live boom anchor; for every chain, whether its root crosses a tenth of its peak in the window's first year. No past score was computed before the commit. The pair counts, 21, 10 and 4, follow from the arrival years alone and were known before it.

Found after the run: the label for debris shielding, first flown micrometeoroid shield in 1973, is contradicted by a shield flown in 1968 and 1969. The first pre-registration is hashed and stays as it was; the correction is made in the revision.

What arrived

Every published product and its first arrival, by the rule fixed first; the sources, and a note on each entry, are in backtest.json.
Chain Product First arrival Tested at
Orbital debris Active debris removal not by 2025 2010, 2013, 2016
Orbital debris Debris shielding first flown micrometeoroid shield, 1973 none
Orbital debris On-orbit servicing first commercial satellite life-extension service, 2020 2010, 2013, 2016
Orbital debris Small satellites first commercially built small satellite delivered, 1992 none
Humanoid robots Social robots first consumer social robot, 1999 none
Humanoid robots Care robots first robot leased for elder care, 2004 none
Humanoid robots Teleoperated robots first teleoperated bomb-disposal robot delivered, 1972 none
Quantum entanglement Quantum key distribution first commercial quantum key distribution installation, 2007 none
Quantum entanglement Quantum networks first commercial quantum network service, 2022 2010, 2013, 2016
Quantum entanglement Quantum teleportation not by 2025 2010, 2013, 2016
Quantum entanglement Quantum computing first commercial quantum computer delivered, 2011 2010
Quantum entanglement Quantum sensing first commercial atomic clock, 1956 none
Quantum entanglement Post-quantum cryptography first commercial encryption sold as resistant to quantum attacks, 2011 2010
Quantum entanglement Faster-than-light messaging not by 2025 2010, 2013, 2016
Wearable computing Smart glasses first consumer smart glasses, 2013 2010
Wearable computing Wrist-worn computers first consumer activity tracker, 2009 none
Wearable computing VR headsets first consumer virtual reality headset, 2016 2010, 2013
Wearable computing Hearables first mass-market wireless earbuds, 2016 2010, 2013
Wearable computing Data gloves first consumer data glove, 1989 none
Wearable computing Motion controllers first mass-market motion controller, 2006 none
Wearable computing Eye tracking first eye tracking in a consumer headset, 2016 2010, 2013
Wearable computing Haptic suits first commercial haptic suit, 2018 2010, 2013, 2016
Wearable computing Full-dive not by 2025 2010, 2013, 2016

Each cutoff

2010: 13 of 21 pairs (0.62); papers alone 0.69; 2,694 of 10,000 shuffles as high; anchor cloud computing
Growth from 2000 to 2010, the last five years' works over the first five's, each plus one; the mature control, smoke detector, grew 1.33x. The anchor is the candidate that grew most, of those that grew more than the mature control.
Candidate Multiple Reading
large language model 2.89x grew more than the mature control
graphene 15.46x grew more than the mature control
smartphone 11.62x grew more than the mature control
cloud computing 100.31x chosen
social media 0.99x grew no more than the mature control
deep learning 2.39x grew more than the mature control
CRISPR 4.26x grew more than the mature control
Orbital debrisHumanoid robotsQuantum entanglementWearable computing2011201520202025not by 2025
Tested products at 2010: score up, 0 at a band's floor and 1 at its top; arrival year across; the column at the right is not by 2025.
Orbital debris: 0 of 1 pair (0.00); papers alone 1 (1.00).
Product Arrival Score Growth Dependency Precedence Stages Research works
On-orbit servicing first commercial satellite life-extension service, 2020 0.15 0.06 0.05 undetermined 0.33 310
Active debris removal not by 2025 0.66 0.70 0.93 undetermined 0.33 28

Humanoid robots: no product still to arrive at 2010.

Quantum entanglement: 4 of 8 pairs (0.50); papers alone 4 (0.50).
Product Arrival Score Growth Dependency Precedence Stages Research works
Post-quantum cryptography first commercial encryption sold as resistant to quantum attacks, 2011 0.32 0.37 0.09 undetermined 0.50 36
Quantum computing first commercial quantum computer delivered, 2011 0.25 0.00 0.24 undetermined 0.50 8,055
Quantum networks first commercial quantum network service, 2022 0.35 0.15 0.42 undetermined 0.50 758
Faster-than-light messaging not by 2025 0.13 0.00 0.15 undetermined 0.25 176
Quantum teleportation not by 2025 0.34 0.00 0.53 undetermined 0.50 1,253
Wearable computing: 9 of 12 pairs (0.75); papers alone 9.5 (0.79).
Product Arrival Score Growth Dependency Precedence Stages Research works
Smart glasses first consumer smart glasses, 2013 0.36 0.01 0.08 undetermined 1.00 1,902
Eye tracking first eye tracking in a consumer headset, 2016 0.41 0.23 0.004 undetermined 1.00 5,003
Hearables first mass-market wireless earbuds, 2016 0.11 0.00 0.00 undetermined 0.33 1
VR headsets first consumer virtual reality headset, 2016 0.33 0.00 0.00 undetermined 1.00 27
Haptic suits first commercial haptic suit, 2018 0.28 0.00 0.33 undetermined 0.50 4
Full-dive not by 2025 0.20 0.09 0.00 undetermined 0.50 1

Without faster-than-light messaging and full-dive, the score ranked 6 of 13 pairs (0.46) and papers alone 8 (0.62).

2013: 7 of 10 pairs (0.70); papers alone 0.75; 2,392 of 10,000 shuffles as high; anchor cloud computing
Growth from 2000 to 2013, the last five years' works over the first five's, each plus one; the mature control, smoke detector, grew 1.63x. The anchor is the candidate that grew most, of those that grew more than the mature control.
Candidate Multiple Reading
large language model 3.11x grew more than the mature control
graphene 54.77x grew more than the mature control
smartphone 92.33x grew more than the mature control
cloud computing 571.31x chosen
social media 2.87x grew more than the mature control
deep learning 4.46x grew more than the mature control
CRISPR 16.47x grew more than the mature control
Orbital debrisHumanoid robotsQuantum entanglementWearable computing201420202025not by 2025
Tested products at 2013: score up, 0 at a band's floor and 1 at its top; arrival year across; the column at the right is not by 2025.
Orbital debris: 0 of 1 pair (0.00); papers alone 1 (1.00).
Product Arrival Score Growth Dependency Precedence Stages Research works
On-orbit servicing first commercial satellite life-extension service, 2020 0.17 0.10 0.08 undetermined 0.33 528
Active debris removal not by 2025 0.64 0.72 0.87 undetermined 0.33 112

Humanoid robots: no product still to arrive at 2013.

Quantum entanglement: 2 of 2 pairs (1.00); papers alone 1 (0.50).
Product Arrival Score Growth Dependency Precedence Stages Research works
Quantum networks first commercial quantum network service, 2022 0.39 0.15 0.53 undetermined 0.50 1,280
Faster-than-light messaging not by 2025 0.15 0.00 0.19 undetermined 0.25 249
Quantum teleportation not by 2025 0.36 0.00 0.58 undetermined 0.50 1,715
Wearable computing: 5 of 7 pairs (0.71); papers alone 5.5 (0.79).
Product Arrival Score Growth Dependency Precedence Stages Research works
Eye tracking first eye tracking in a consumer headset, 2016 0.41 0.24 0.004 undetermined 1.00 9,714
Hearables first mass-market wireless earbuds, 2016 0.11 0.00 0.00 undetermined 0.33 1
VR headsets first consumer virtual reality headset, 2016 0.33 0.00 0.00 undetermined 1.00 35
Haptic suits first commercial haptic suit, 2018 0.29 0.02 0.36 undetermined 0.50 12
Full-dive not by 2025 0.17 0.00 0.00 undetermined 0.50 1

Without faster-than-light messaging and full-dive, the score ranked 3 of 5 pairs (0.60) and papers alone 3 (0.60).

2016: 3 of 4 pairs (0.75); papers alone 0.75; 3,336 of 10,000 shuffles as high; anchor cloud computing
Growth from 2000 to 2016, the last five years' works over the first five's, each plus one; the mature control, smoke detector, grew 1.74x. The anchor is the candidate that grew most, of those that grew more than the mature control.
Candidate Multiple Reading
large language model 3.11x grew more than the mature control
graphene 110.47x grew more than the mature control
smartphone 258.13x grew more than the mature control
cloud computing 1,014.80x chosen
social media 6.24x grew more than the mature control
deep learning 18.98x grew more than the mature control
CRISPR 126.17x grew more than the mature control
Orbital debrisHumanoid robotsQuantum entanglementWearable computing201720202025not by 2025
Tested products at 2016: score up, 0 at a band's floor and 1 at its top; arrival year across; the column at the right is not by 2025.
Orbital debris: 0 of 1 pair (0.00); papers alone 1 (1.00).
Product Arrival Score Growth Dependency Precedence Stages Research works
On-orbit servicing first commercial satellite life-extension service, 2020 0.31 0.12 0.14 undetermined 0.67 772
Active debris removal not by 2025 0.62 0.77 0.76 undetermined 0.33 285

Humanoid robots: no product still to arrive at 2016.

Quantum entanglement: 2 of 2 pairs (1.00); papers alone 1 (0.50).
Product Arrival Score Growth Dependency Precedence Stages Research works
Quantum networks first commercial quantum network service, 2022 0.43 0.19 0.59 undetermined 0.50 2,075
Faster-than-light messaging not by 2025 0.16 0.00 0.24 undetermined 0.25 343
Quantum teleportation not by 2025 0.37 0.00 0.62 undetermined 0.50 2,186
Wearable computing: 1 of 1 pair (1.00); papers alone 1 (1.00).
Product Arrival Score Growth Dependency Precedence Stages Research works
Haptic suits first commercial haptic suit, 2018 0.52 0.15 0.40 undetermined 1.00 26
Full-dive not by 2025 0.20 0.09 0.00 undetermined 0.50 3

Without faster-than-light messaging and full-dive, the score ranked 1 of 2 pairs (0.50) and papers alone 1 (0.50).

The second reading

Later research growth, which decides nothing: each product's works in 2021 to 2025 over its works in the five years to the cutoff, each plus one, over the same ratio for all works. A pair is two products of one chain whose growth differs at 2 decimals, right when the higher score belongs to the higher growth, half for a tie in score; every product counts, tested or not.
Cutoff Pairs right Share
2010 36 of 66 0.55
2013 33 of 66 0.50
2016 42 of 66 0.64

Limitations

  • Barriers were not read at any cutoff: the documents on file were chosen with later knowledge, so every score here is read with barriers unsampled and carries no barrier penalty.
  • The products, their search terms and which stages count as measured were chosen in 2026, knowing which products had arrived.
  • Counts come from today's index, which has added works to past years since; a cutoff reads the record as it stands now, cut at the year, not as it stood then.
  • The 19 arrival years were typed by hand from public sources, which backtest.json carries beside each year.
  • The arrival years for orbital debris, humanoid robots and quantum entanglement were first ruled overnight by the model that ran this backtest, under the author's instruction to document rather than wait; the author ruled on them on 2026-09-30, after the first result was known, and the revision changed 5 outcomes. Wearable computing's are the years that chain declared before the backtest existed.
  • The revision was made with the first result known, so it is not a pre-registration of the same strength as the first; the first result, fixed before any outcome was read, leads this page.
  • The anchor candidates were named in 2026; the rule chose cloud computing at 2010, 2013 and 2016.
  • The measure rests on 21 pairs at 2010, 10 pairs at 2013 and 4 pairs at 2016.
  • Hearables had no work carrying references published by 2010 and 2013, so its citation share scored as no edge measured.
  • Precedence was undetermined for 13 of 13 tested products at 2010, 10 of 10 at 2013 and 7 of 7 at 2016, so those scores average the other parts.