0.00 The emerging role of SRAM-centric chips in AI inference (gimletlabs.ai)
6 points by gmays 21 hours ago | 0 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Technology AI Neutral
Technical article discussing SRAM-centric chips in AI inference
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 5 HN snapshots · 61 evals
+1 0 −1 HN
Audit Trail 81 entries
2026-03-10 17:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 17:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 17:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 17:08 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-10 17:08 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 16:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 16:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 16:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 16:14 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-10 16:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 16:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 16:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 16:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 15:38 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 15:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 15:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 15:23 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-10 15:23 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 14:59 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 14:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 14:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 14:40 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-10 14:40 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 14:40 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-10 14:18 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 14:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 14:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 13:52 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-10 13:52 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 13:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 13:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 13:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 13:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 13:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 12:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 12:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 12:18 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 12:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 11:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 11:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 11:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 11:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 11:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 11:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 11:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 10:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 10:44 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 10:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 10:24 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 10:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 10:07 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 09:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 09:51 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 09:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 09:33 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 09:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 09:16 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 09:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 08:59 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 08:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 08:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 08:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 08:24 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 08:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 08:09 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 07:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 07:49 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 07:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 07:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 07:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 07:12 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 07:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 06:53 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 06:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 06:34 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 06:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 06:13 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-10 06:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion
2026-03-10 05:55 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-10 05:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on SRAM-centric chips in AI inference, no human rights discussion