Refresh project statistics and source audit

Make dataset copy reader focused

Sync GitHub commit d6ce730

Sync GitHub commit bede15e

Sync GitHub commit 62cbb0b

Release v0.8.0: map model recurrence to governed operations

Prefer published venues for arXiv resources

Publish native Parquet dataset shard

Rewrite public copy around reader decisions

Tighten public copy and value proposition

Refresh Loop Engineering brand mark

Sync v0.6.0 source-audited release

Sync 540-resource audit from GitHub

Correct publication source labels

Sync metadata-rich resource tables

Sync GitHub b8539eb

Correct dataset source line type

Improve resource discovery and evidence metadata

Sync 509: 25 new resources; annotation cleanup; card body, date_added, load_dataset snippet

Fix source audit metadata

Audit resource dataset signals

Publish dataset mirror with resource sheet