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$1,000 purchases human-brain computational capacity.

Reference judgmentWrong / missedDisputedResearch snapshot · October 15, 2026
Source confidence & research status
i
Editorial paraphrase · evidence v0.3. AI-assisted editorial assessments; original book editions not independently collated. Attribution and outcome confidence are recorded separately.

Source state: TEXT CONFIRMED IN LISTED SOURCE.

Attribution confidence
MEDIUM
Outcome confidence · deadline / review
HIGH / HIGH
Timing confidence / kind
LOW · UNESTABLISHED
Population
Technology markets and relevant users; no universality unless the forecast expressly requires it.

Our reading of the claim

Reference (stated reasonable reading)

Wrong / missed

Criterion: About $1,000 purchases the forecast’s roughly 10^16 calculations/second brain-hardware budget, using an explicit arithmetic proxy.

Deadline: 2020 · Included in this comparison

At original deadlineNOT FULFILLED
By review dateNOT FULFILLED

A 2020 RTX 3080 delivered roughly 3×10^13 FP32 operations/second, well below 10^16 even before the rest of the PC. The checked $999-launch RTX 5080 class remains below 10^16 even using the much less comparable low-precision AI figure. The constant-dollar adjustment does not bridge the large FP32 gap.

Deadline and follow-up notes

At deadline: A 2020 RTX 3080 delivered roughly 3×10^13 FP32 operations/second, well below 10^16 even before the rest of the PC.

By review: The checked $999-launch RTX 5080 class remains below 10^16 even using the much less comparable low-precision AI figure. The constant-dollar adjustment does not bridge the large FP32 gap.

Evidence: P04 (opens in a new tab)N09 (opens in a new tab)N10 (opens in a new tab)N11 (opens in a new tab)

View this reading in the scorecard →
01

The forecast and its attribution.

EDITORIAL PARAPHRASE

$1,000 purchases human-brain computational capacity.

So what is the singularity? — Ray Kurzweil Q&A

2005 · Attribution / year unconfirmed
Question 6

AUTHOR ARCHIVE REPUBLICATION

Source publication: 2011-01-01 · Access: text checked

Page identifies the dialogue as 2005. Store dialogue year 2005 separately from archive publication date 2011. Not a checked scan of the 2005 book.

Catalogue entry P04
Open listed source (opens in a new tab)
Normalized claim
$1,000 purchases human-brain computational capacity.
Success criteria
About $1,000 purchases the forecast’s roughly 10^16 calculations/second brain-hardware budget, using an explicit arithmetic proxy.
Claim type
Performance / cost
02

Timeline

PREDICTION MADE2005Attributed forecast year; original edition not collated
ORIGINAL TARGET2020Deadline supplied by this assessment
FULL REALIZATION—No achievement year established

UNESTABLISHED: Not fully realized by 2026-10-15; overdue, not an observed delay

Outcome at original deadlineNOT FULFILLED
Outcome at reviewNOT FULFILLED

Supplied target wording: 2020. The original deadline is preserved if a later forecast revises it. Forecast horizon: not established. Drift is a calendar-year difference, not a precise elapsed duration.

03

The evidence.

CONTEXT · 2011-01-01

So what is the singularity? — Ray Kurzweil Q&A (opens in a new tab)

Page identifies the dialogue as 2005. Store dialogue year 2005 separately from archive publication date 2011. Not a checked scan of the 2005 book.. Page identifies the dialogue as 2005. Store dialogue year 2005 separately from archive publication date 2011. Not a checked scan of the 2005 book.

Source checked as of 2026-10-15
AUTHOR ARCHIVE REPUBLICATION

Source publication: 2011-01-01 · Access: text checked

Page identifies the dialogue as 2005. Store dialogue year 2005 separately from archive publication date 2011. Not a checked scan of the 2005 book.

Catalogue entry P04
CONTEXT · 2020-09-01

NVIDIA: RTX 30-series launch specifications and pricing (opens in a new tab)

RTX 3080 launch price $699 and roughly 30 FP32 shader TFLOPS. Tensor, ray-tracing and shader operations are not interchangeable.. RTX 3080 launch price $699 and roughly 30 FP32 shader TFLOPS. Tensor, ray-tracing and shader operations are not interchangeable.

Source checked as of 2026-10-15
PRIMARY RESEARCH OR OFFICIAL

Source publication: 2020-09-01 · Access: web text or indexed extract checked

RTX 3080 launch price $699 and roughly 30 FP32 shader TFLOPS. Tensor, ray-tracing and shader operations are not interchangeable.

Catalogue entry N09
CONTEXT · Publication date not recorded

NVIDIA: RTX 5080 specifications (opens in a new tab)

10,752 CUDA cores, 2.62 GHz boost; theoretical FP32 about 56.3 TFLOPS using 2 operations/core/cycle. AI TOPS use different precision and cannot establish brain equivalence.. 10,752 CUDA cores, 2.62 GHz boost; theoretical FP32 about 56.3 TFLOPS using 2 operations/core/cycle. AI TOPS use different precision and cannot establish brain equivalence.

Source checked as of 2026-10-15
PRIMARY RESEARCH OR OFFICIAL

Source publication: not recorded · Access: web text or indexed extract checked

10,752 CUDA cores, 2.62 GHz boost; theoretical FP32 about 56.3 TFLOPS using 2 operations/core/cycle. AI TOPS use different precision and cannot establish brain equivalence.

Catalogue entry N10
CONTEXT · Publication date not recorded

NVIDIA: Blackwell GeForce RTX 50-series launch (opens in a new tab)

RTX 5080 launch MSRP $999, 1,801 AI TOPS. Launch prices are not represented as October 2026 retail quotes; a GPU also is not a whole PC.. RTX 5080 launch MSRP $999, 1,801 AI TOPS. Launch prices are not represented as October 2026 retail quotes; a GPU also is not a whole PC.

Source checked as of 2026-10-15
PRIMARY RESEARCH OR OFFICIAL

Source publication: 2025-01 · Access: web text or indexed extract checked

RTX 5080 launch MSRP $999, 1,801 AI TOPS. Launch prices are not represented as October 2026 retail quotes; a GPU also is not a whole PC.

Catalogue entry N11

Capability, adoption, and timing

A related breakthrough is not automatically fulfillment. Review must check the actual capability, how widely it was required to be used, the specified technology, and the original deadline. A prototype cannot establish a claim about routine or widespread use.

i
Alternative interpretation: FP32 is an explicit editorial comparison, not a biological unit. Low-precision/sparse TOPS, CPU instructions and brain synaptic operations cannot be equated without a model.
04

Research notes & history

FP32 is an explicit editorial comparison, not a biological unit. Low-precision/sparse TOPS, CPU instructions and brain synaptic operations cannot be equated without a model.

Open questions

  • Original-edition collation remains an attribution task; it does not erase the stated outcome assessment.
Imported from
kurzweil_verification_v0_3_package/predictions.canonical.v0.3.json
Legacy identifier
None
Forecast family
F-BRAIN-COMPUTE
Parent statement
Not assigned
File checksum
93ae54d9ea2f1bd1817c481b85e2b707812bcd934c74d0f1715fa098d9b5f51b
Inspect preserved source fields
release_record
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Review history

— Evidence v0.2: UNSCORABLE. The Q&A provides a numerical modeling estimate, not a scientifically settled conversion between brain function and GPU operations. Promotional low-precision accelerator throughput cannot establish full human-brain emulation. Change: Complete deadline/current outcome assessment under explicit scope; separate uncertainty from verdict.

— Evidence v0.3: EDITORIAL_ASSESSMENT_COMPLETE; supplied verdict WRONG. A 2020 RTX 3080 delivered roughly 3×10^13 FP32 operations/second, well below 10^16 even before the rest of the PC. The checked $999-launch RTX 5080 class remains below 10^16 even using the much less comparable low-precision AI figure. The constant-dollar adjustment does not bridge the large FP32 gap.

Related forecasts.

K033Supercomputers reach approximately 2×10^16 calculations per second.K034$1,000 in 1999 dollars buys brain-scale computation.K035$1,000 buys approximately 1,000 brains of computation.