0.00 Video Encoding and Decoding with Vulkan Compute Shaders in FFmpeg (www.khronos.org)
20 points by AshleysBrain 9 days ago | 1 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Technology Neutral
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg.
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 69 HN snapshots · 62 evals
+1 0 −1 HN
Audit Trail 82 entries
2026-03-19 05:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 05:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-19 05:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-19 04:12 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 04:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 03:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 03:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-19 03:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-19 02:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 02:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 02:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 02:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-19 02:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-19 01:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 01:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 01:13 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 01:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-19 01:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-18 22:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 22:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 21:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 21:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 21:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-18 20:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 20:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 20:32 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 20:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 20:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-18 17:54 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 17:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 17:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 17:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 17:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-18 16:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 16:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 15:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 15:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 14:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 14:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 14:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 14:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 13:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 13:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 13:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 12:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 12:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 12:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 11:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 11:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 11:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 10:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 10:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 10:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 09:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 09:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 09:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 08:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 08:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 08:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 07:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 07:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 07:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 07:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 06:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 06:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 05:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 05:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 05:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 05:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 04:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 04:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 04:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 04:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 03:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 03:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 02:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 02:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 00:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-18 00:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on video encoding and decoding with Vulkan Compute Shaders in FFmpeg, no explicit human rights discuss
2026-03-18 00:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-18 00:17 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral)
reasoning
Technical blog post on video encoding with Vulkan