Source: https://seerepo.com/r/keras-team/keras/ai
Markdown source: https://seerepo.com/r/keras-team/keras/ai.md
Description: AI signed 0.5% of the 11,732 commits of keras. Each AI tool with its commits, and the last ones it signed.

# How much of keras did AI write?

AI signed 0.5% of the 11,732 commits of keras. Signed by Gemini (59), Jules (3), Claude (1), and Cursor (1).

Since its first commit, on March 28, 2015.

## Who signed the commits

- Gemini: 59 commits (0.5%)
- Jules: 3 commits (0%)
- Claude: 1 commit (0%)
- Cursor: 1 commit (0%)
- People: 99.5%

## Commits per month

Each month's commits up to its last one, with those an AI signed. Merges don't count.

- 2024-12: 78 commits, 0 signed by AI (0%)
- 2025-01: 62 commits, 0 signed by AI (0%)
- 2025-02: 50 commits, 0 signed by AI (0%)
- 2025-03: 60 commits, 0 signed by AI (0%)
- 2025-04: 52 commits, 0 signed by AI (0%)
- 2025-05: 49 commits, 0 signed by AI (0%)
- 2025-06: 42 commits, 0 signed by AI (0%)
- 2025-07: 50 commits, 4 signed by AI (8%)
- 2025-08: 50 commits, 3 signed by AI (6%)
- 2025-09: 40 commits, 1 signed by AI (2.5%)
- 2025-10: 57 commits, 11 signed by AI (19.3%)
- 2025-11: 29 commits, 3 signed by AI (10.3%)
- 2025-12: 54 commits, 7 signed by AI (13%)
- 2026-01: 72 commits, 3 signed by AI (4.2%)
- 2026-02: 114 commits, 5 signed by AI (4.4%)
- 2026-03: 170 commits, 3 signed by AI (1.8%)
- 2026-04: 128 commits, 2 signed by AI (1.6%)
- 2026-05: 95 commits, 2 signed by AI (2.1%)
- 2026-06: 76 commits, 6 signed by AI (7.9%)
- 2026-07: 80 commits, 0 signed by AI (0%)
- 2026-08: 68 commits, 6 signed by AI (8.8%)
- 2026-09: 129 commits, 4 signed by AI (3.1%)
- 2026-10: 177 commits, 2 signed by AI (1.1%)
- 2026-11: 16 commits, 1 signed by AI (6.3%)

## The last commits an AI signed

- 2026-11-05 · Gemini · [48d2bec](https://github.com/keras-team/keras/commit/48d2bec6a000f5fe4c552d5801a1a42d48e68789): Add tests for op edge cases found in the MLX backend (#24104)
- 2026-10-08 · Gemini · [e32e4a1](https://github.com/keras-team/keras/commit/e32e4a18b0fd1b5e88c652e333211ae46bff5cf4): Fix several Doc issues for `mobilenet`, `mobilenet_v2`, and `mobilenet_v3` (#23765)
- 2026-10-07 · Gemini · [5d0d25d](https://github.com/keras-team/keras/commit/5d0d25d7a6b586c9fbaac87125b4b8a44c6cac93): Update padding mode in average pooling tests (#23681)
- 2026-09-30 · Gemini · [acf8a78](https://github.com/keras-team/keras/commit/acf8a78a0af64dc205594f97d481b9ffef74500c): Fix MultiHot.compute_output_spec to use self.dtype instead of inputs.dtype (#23738)
- 2026-09-30 · Gemini · [eb9c2ff](https://github.com/keras-team/keras/commit/eb9c2ffcf0db51d2734fd83fb8372b2c72906186): Fix CategoricalCrossentropy.compute_output_spec to respect axis argument (#23737)
- 2026-09-09 · Claude · [9501b95](https://github.com/keras-team/keras/commit/9501b9539a50e528358027d1658204d6db4677f9): Fix nextafter returning inf instead of the largest finite value (#23417)
- 2026-09-04 · Gemini · [3723b3f](https://github.com/keras-team/keras/commit/3723b3fb4a990352d1760c8534274b5487e9aa7b): Optimize Numpy backend vectorized_map with zip (#23430)
- 2026-08-26 · Gemini · [37e91d5](https://github.com/keras-team/keras/commit/37e91d59b957b57b9961d97bd120499ddfb36841): Fix calibration memory, AWQ staging, and sampling reproducibility (#23514)
- 2026-08-21 · Gemini · [3422977](https://github.com/keras-team/keras/commit/3422977a5e38fb2f7709aaa9a08e47f0c43d0f60): Batch GPTQ calibration forwards and use Cholesky inverse-Hessian (#23481)
- 2026-08-21 · Gemini · [6944627](https://github.com/keras-team/keras/commit/6944627dd8bfeaad272e9aa4f968cc0f63beef76): Align AWQ with reference (mean stat, weight-aware scale, clipping) (#23478)

## How we know

Every AI coding tool leaves its signature in the commits it makes: a Co-Authored-By line, its own author name, or the merge of its branch. SeeRepo reads those signatures in the repo's history; a commit without one counts as made by people, and merges don't count.

Every AI tool SeeRepo recognizes: https://seerepo.com/agents

## Frequently asked questions

### Which AI tool signed the most commits in keras?

Gemini, with 59 of the 11,732 commits of keras.

The proof: [its last signed commit, 48d2bec](https://github.com/keras-team/keras/commit/48d2bec6a000f5fe4c552d5801a1a42d48e68789)

### Since when does AI sign commits in keras?

Since July 2025: the first month an AI tool signed a commit of keras.

### How many commits does keras have?

keras has 11,732 commits since March 28, 2015. Merges don’t count.

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.