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IBM Technology

AI Model vs. Agentic Harness: What Really Makes AI Work

Published 25 Aug 2026 · 40 daily observations recorded · last updated 2026-10-17

Views
183,663
Avg views / hour
143.7
since publish (lifetime average)
Recent velocity
100.4
+2,410 views over 24h (2026-10-16 → 2026-10-17)
vs channel baseline
8.9×
Channel median
20,410
over 175 comparable videos

Recent growth

Last 7 days
+18,372 views
measured 2026-10-10 → 2026-10-17 (168h)
Last 30 days
+69,223 views
measured 2026-09-17 → 2026-10-17 (720h)

Performance history

Every observation TubeSum recorded, plotted as measured.

Views over time — 40 observed points, 74.4K to 184K views 0 64.3K 129K 193K Sep 2, 2026 · 74,360 views Sep 4, 2026 · 82,533 views Sep 7, 2026 · 89,773 views Sep 11, 2026 · 98,611 views Sep 12, 2026 · 100,283 views Sep 13, 2026 · 101,429 views Sep 14, 2026 · 103,522 views Sep 15, 2026 · 105,679 views Sep 16, 2026 · 108,782 views Sep 17, 2026 · 114,440 views Sep 18, 2026 · 117,498 views Sep 19, 2026 · 119,442 views Sep 20, 2026 · 121,002 views Sep 21, 2026 · 124,195 views Sep 22, 2026 · 126,048 views Sep 23, 2026 · 129,190 views Sep 24, 2026 · 131,700 views Sep 25, 2026 · 133,922 views Sep 26, 2026 · 135,562 views Sep 27, 2026 · 137,065 views Sep 28, 2026 · 138,950 views Sep 29, 2026 · 140,935 views Sep 30, 2026 · 142,831 views Oct 1, 2026 · 144,540 views Oct 2, 2026 · 147,412 views Oct 3, 2026 · 149,204 views Oct 4, 2026 · 150,394 views Oct 5, 2026 · 153,783 views Oct 6, 2026 · 154,804 views Oct 7, 2026 · 158,284 views Oct 8, 2026 · 161,640 views Oct 9, 2026 · 163,095 views Oct 10, 2026 · 165,291 views Oct 11, 2026 · 167,199 views Oct 12, 2026 · 171,090 views Oct 13, 2026 · 171,844 views Oct 14, 2026 · 175,507 views Oct 15, 2026 · 176,940 views Oct 16, 2026 · 181,253 views Oct 17, 2026 · 183,663 views Sep 2 Sep 27 Oct 17

Based on 40 observations · last observed Oct 17, 2026 · straight lines connect consecutive observations — TubeSum does not measure the days between them.

All observations

The same points the chart plots, as exact numbers. Gaps mean no observation was taken that day.

Date Views Avg views / hour Channel median
2026-10-17 183,663 143.7 20,410
2026-10-16 181,253 144.7 20,414
2026-10-15 176,940 145.2 20,414
2026-10-14 175,507 145.6 20,414
2026-10-13 171,844 146.7 20,414
2026-10-12 171,090 147.2 20,414
2026-10-11 167,199 148.9 20,414
2026-10-10 165,291 150.4 20,414
2026-10-09 163,095 151.7 20,414
2026-10-08 161,640 152.3 20,505
2026-10-07 158,284 152.6 20,505
2026-10-06 154,804 153.9 20,505
2026-10-05 153,783 154.7 20,505
2026-10-04 150,394 157.5 20,505
2026-10-03 149,204 158.7 20,505
2026-10-02 147,412 160.8 20,505
2026-10-01 144,540 163.7 20,505
2026-09-30 142,831 166.3 20,505
2026-09-29 140,935 168.8 20,505
2026-09-28 138,950 171.1 20,505
2026-09-27 137,065 174.2 20,505
2026-09-26 135,562 177.7 20,505
2026-09-25 133,922 180.7 20,505
2026-09-24 131,700 184.2 20,505
2026-09-23 129,190 187.0 20,505
2026-09-22 126,048 189.0 20,505
2026-09-21 124,195 190.5 20,505
2026-09-20 121,002 195.5 20,505
2026-09-19 119,442 200.7 20,505
2026-09-18 117,498 202.6 20,505
2026-09-17 114,440 206.2 20,505
2026-09-16 108,782 208.0 20,505
2026-09-15 105,679 211.8 20,505
2026-09-14 103,522 217.5 20,505
2026-09-13 101,429 224.9 20,505
2026-09-12 100,283 230.0 20,505
2026-09-11 98,611 239.9 20,505
2026-09-07 89,773 288.7 —
2026-09-04 82,533 345.3 —
2026-09-02 74,360 381.3 —

Content analysis

Transcript, chapters and structure for this video live on its analysis page — performance and content are separate documents on TubeSum.

Read transcript & analysis →