0.00 Intel Demos Chip to Compute with Encrypted Data (spectrum.ieee.org)
243 points by sohkamyung 3 days ago | 116 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Technology Privacy Neutral
Intel demos chip for computing with encrypted data, focusing on technical aspects
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 718 HN snapshots · 115 evals
+1 0 −1 HN
Audit Trail 135 entries
2026-03-13 20:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 20:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-13 20:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 19:35 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-13 19:35 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-13 19:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 19:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-13 19:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 18:17 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-13 18:17 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-13 17:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 17:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-13 17:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 16:43 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-13 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-13 16:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-13 16:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-13 16:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 23:13 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 23:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 22:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 22:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-12 22:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 20:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 20:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 20:28 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 20:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-12 20:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 19:20 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 19:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 18:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 18:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-12 18:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 17:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 17:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-12 16:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 15:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-12 14:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 14:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 22:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 22:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 21:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 21:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 20:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 20:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 19:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 19:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 18:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 17:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 16:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 15:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 15:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 14:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 14:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 13:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 12:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 12:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 12:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 11:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 11:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 10:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 09:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 09:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 09:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 08:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 07:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 07:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 07:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 07:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 06:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 06:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 06:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 05:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 05:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 05:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 04:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 04:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 03:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 03:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 02:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 02:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 01:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 01:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-11 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 00:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-11 00:04 eval Evaluated by llama-3.3-70b-wai: -0.09 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-10 23:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 23:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 22:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 22:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 22:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 22:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 21:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 21:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 21:33 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 21:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 21:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 20:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 20:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 20:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 20:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 20:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 20:04 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 19:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 19:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 19:27 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 19:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 19:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 19:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 18:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 18:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 18:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 18:02 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 17:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 17:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 17:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 16:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 16:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 16:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 16:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 16:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 15:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 15:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 14:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 14:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion
2026-03-10 14:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-10 14:24 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Technical article on Intel's Heracles Chip for FHE computing, no explicit rights discussion