Breaking news / model launch
GPT-5, Seedance, new-model timelines. Produces the biggest spikes.
- ChatGPT 5 might be the greatest invention of all time 2.8M
- Seedance 2 explainer 217.5K
- Rapid AI-model timeline 141.6K
The Playbook
Why the videos win.
The patterns behind Unc Luke's top TikToks, from a deep dive into @lord.luke5. What works, why, and what to test next.
Source: lord.luke5 TikTok deep dive, Oct 6, 2026. Public numbers are snapshots.
Positioning
“Unc Luke explains the human consequence of AI power shifts.”
That's stronger than "AI news". It gives a repeatable editorial identity across models, benchmarks, policy, education, creators and automation.
The winning formula
Four ingredients, every time.
- 01
Recognizable subject
GPT-5, PewDiePie, Claude, OpenAI, "cheating": fast-recognition terms, so the stakes land before anyone reads the caption.
- + 02
Implied conflict
Not "what is this video about?" but "who or what is about to lose, win, be exposed, or become obsolete?"
- + 03
Visual proof
The cover does the first sentence. It shows the relationship between things, not just a label.
- + 04
Strong opinion or practical consequence
News plus consequence: a new model makes the old one look obsolete; better detection means students lose a shortcut.
That formula explains why the GPT-5 comparison, the PewDiePie/OpenAI story, "we can't cheat anymore", the benchmark post and "ignore the hate" all outperform the more neutral list-style updates.
Three lanes
Not one format. Three jobs.
Conflict and controversy
PewDiePie/OpenAI, "ignore the hate", cheating and detection. Generates the most discussion and shareability.
- PewDiePie blacklisted by OpenAI 643.5K
- Ignore the hate (AI needing water) 470.4K
- We can't cheat anymore (Claude) 354.5K
Proof and benchmark
Terminal-Bench, model comparisons, local and open-weight AI. Your credibility engine.
See the proof lanePatterns
What the top posts have in common
- 01
The hook is a conflict, not a category
- 02
The subject is recognizable without context
- 03
The cover does the first sentence
- 04
The best topics are "news plus consequence"
- 05
The green-screen / screenshot-native format is working
Members
The full playbook
The funnel, the series, the improvements to test, and a 10-video test plan.