The GitHub Actions job "Required Checks" on 
texera.git/gh-readonly-queue/main/pr-5724-2b9add956c9e63c3c4f6e717221a0c5e33e54875
 has failed.
Run started by GitHub user Yicong-Huang (triggered by Yicong-Huang).

Head commit for run:
27765050f8969b647415aed5952e80a96e399597 / Yicong Huang 
<[email protected]>
ci: bump runners from ubuntu-22.04 to ubuntu-latest (#5724)

### What changes were proposed in this PR?

Bump five `ubuntu-22.04` pins to `ubuntu-latest` so the remaining CI
jobs match the rest of the workflows.

| File | Job(s) |
| --- | --- |
| `.github/workflows/build.yml` | `amber`, `amber-integration` (Linux
leg), `platform` |
| `.github/workflows/benchmarks.yml` | `bench` |
| `.github/workflows/benchmarks-pr-comment.yml` | bench PR comment |

The pin came from #3194 (Jan 2025) when the 24.04 image temporarily
dropped sbt and broke libncurses. Both causes are gone: sbt is now
installed explicitly via `sbt/[email protected]`, and 24.04 has been
stable for over a year.

### Any related issues, documentation, discussions?

Closes #5723. Reverses the temporary workaround in #3194.

### How was this PR tested?

CI on this PR exercises every bumped job — `Required Checks` covers
`amber`, `amber-integration`, and `platform`; Benchmarks covers `bench`;
`benchmarks-pr-comment` runs on the artifact hand-off after Benchmarks.

### Was this PR authored or co-authored using generative AI tooling?

Generated-by: Claude Code (Claude Opus 4.7)

Report URL: https://github.com/apache/texera/actions/runs/27582707206

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