MIT Just Found a Hard Limit in LLM Scaling, and Money Won't Fix It
Published September 19, 2026
At a glance
Views
1,599,381
Likes
16,527
Comments
1,606
Performance vs. channel
All-time outlier score
Engagement rate
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We're working on new analytics and tools. Stay tuned.
About
Making an AI better has meant making it bigger for about six years now, and it has worked well enough that most people treat it as a rule, but a recent paper from MIT found the point where it stops. Every LLM has to hold more concepts than it has room for, so it stacks them into the same directions and lets them overla…
- Published
- September 19, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How MIT Just Found a Hard Limit in LLM Scaling, and Money Won't Fix It is doing
It has 1.59M views in total. It ranks #3,701,681 among tracked YouTube videos by views.
Key facts about MIT Just Found a Hard Limit in LLM Scaling, and Money Won't Fix It
- Total views
- 1.59M
- Total likes
- 16.5K
- Total comments
- 1.60K
- Published
- September 19, 2026
- Global rank by views
- #3,701,681
Frequently asked questions
How many views does MIT Just Found a Hard Limit in LLM Scaling, and Money Won't Fix It have?
MIT Just Found a Hard Limit in LLM Scaling, and Money Won't Fix It has 1,599,381 views, 16,527 likes and 1,606 comments, ranking #3,701,681 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
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