<caption><image_37>The image is a slide from a presentation titled "Gavin's work list". The slide has a blue background with white text. The title of the slide is "Cross-implementation test suite to ensure implementations are well-behaved". Below the title, there is a list of six bullet points that explain the work list. The bullet points are:

- Fast initial download (headers-only)
- Watch for more talented, trustworthy people to help out
- Embrace and encourage responsible implementation diversity

The slide appears to be part of a presentation or presentation.</caption> of the Bitcoin protocol you know how do we know that that they're behaving themselves and how do we know that they won't misbehave themselves um if they get weird inputs or or whatever so I've actually been working on a framework to kind of test the the theit the different Bitcoin implementations at a high level um and of course I'll I'll test the Bitcoin we have now at a high level um which will be a really good first step too um if you have started up
{"source": "grass-yt-cc-by.0ljx4bbJrYE|shard_10052_62|create_multimodal_data.extract_yt_and_generate_transcripts.49|shard_10052|create_multimodal_data.generate_captions.49|shard_10052|create_multimodal_data.generate_captions.49", "params": {"id": "0ljx4bbJrYE", "channel_id": "UCOv9LmEtLR-HzDcupGT6UIw", "duration": 2305, "view_count": 6967, "age_limit": 0, "like_count": 96, "channel_follower_count": 1350, "license": "Creative Commons Attribution license (reuse allowed)", "uploader_id": "@vlogwrap", "yt_tar_file": "/leonardo_work/EUHPC_E03_068/audio/fixed_download/grass-yt-cc-by//shard_10052/0ljx4bbJrYE.tar.gz"}}