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AI & Tools desk — breakout report

AI Model vs Agentic Harness: What Actually Drives AI

IBM Technology's upload has reached 67.2K views — about 6.1× the ≈11K this channel typically draws at the same age.

Key facts

  • •6.1x IBM Technology's own 90-day median — this channel normally draws about 11K views at the same age.
  • •67.2K views so far, published 14 days ago.
  • •Category: Education · Language: en · Quality: HD · Captions: yes
  • •"Breakout" is measured against this exact channel's trailing 90-day median at matching video age — not a generic niche average.

Updated 2026-08-25 17:10 UTC

Video thumbnail: AI Model vs Agentic Harness: What Actually Drives AI
Watch on YouTube ↗ · IBM Technology · 1.8M subscribers

View trajectory

Views this upload has gathered since it published, last measured about 168h in — from our own tracking.

0h 7d after publish 67.2K views

Published Aug 25, 2026 · 14 days ago. How breakouts are measured →

From the creator

Learn more about AI Models here → https://ibm.biz/~fAH1kt7jT AI models alone aren’t what makes systems powerful. Martin Keen explains the difference between AI models and agentic harness components like tools, memory, and loops. Learn how generative AI agents work and what drives real system performance. AI news moves…

Category: Education · Language: en · Quality: HD · Captions: yes

Topics: Knowledge · Technology

Tags: IBM, IBM Cloud

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