K09 · bounded executable evidence infrastructure

ImageNet deep-learning breakthrough

Direct answer

The report treats the 2012 image-recognition breakthrough as an inflection point in deep learning.

Stable record: HIST-K09-011
Claim status: SOURCE ASSERTION
Last reviewed: 2026-08-16
Research cutoff: 2026-08-16
Source type: GOVERNED PROJECT KNOWLEDGE
Currentness: Current for release 2.1.0; external sources require periodic revalidation.
Correction state: No unresolved public correction recorded for this release.
Machine record: Static JSON record

Authority and disclosure boundary. K09 publishes static tools, synthetic fixtures, source-derived event records, signed offline imports, non-certifying traces, redacted procurement structures, and public/protected partition schemas. It does not perform live monitoring, reveal protected topology or credentials, decide awards, certify facilities, authorize operations, or prove factual truth from a signature.

Event proposition

The report treats the 2012 image-recognition breakthrough as an inflection point in deep learning.

Event provenance record
Event ID	`HIST-K09-011`
Date or interval	2012
Status	SOURCE ASSERTION
Source report	`REP-K08-062` · history-machine-intelligence-futhorc.md
Exact source section	Deep learning and hardware acceleration
Support relationship	SOURCE-DERIVED EVENT CLAIM; NOT INDEPENDENT PRIMARY-SOURCE VERIFICATION

Uncertainty

Exact date, priority, wording, and causal significance require primary-source and historiographic review.

Transliteration

mixed Runic and preserved Latin technical names

Mapping: K08-FUTHORC-CORPUS-INPUT
Review: NOT INDEPENDENTLY VALIDATED

Contradictions

Public narratives differ on which hardware, dataset, and architectural contribution was decisive.

Corrections

None recorded.

Chronology relationships

Predecessors: HIST-K09-010

Successors: HIST-K09-012