Ryan Shrout ✓

@ryanshrout · Union, KY · joined 23 Apr 2007

Ramblings of a technology guy. President and GM at Signal65. Formerly Graphics and AI product at Intel, former owner at PC Perspective.

19 484Followers

1 916Following

27 661Posts total

62.5KViews on collected posts

Against accounts of the same size

7 posts from the last 90 days, next to the 10K–100K follower range. shown widely, but few of those viewers react.

Median views2 038this account2 151median for 10K–100K

Reach, %10.46%this account6.48%median for 10K–100K

Engagement, %0.88%this account1.54%median for 10K–100K

Metric	This account	Median for 10K–100K	Ratio
Median views per post	2 038	2 151	0.95×
Reach (views ÷ followers)	10.46%	6.48%	1.61×
Engagement rate	0.88%	1.54%	0.57×

Others in this range → Compare with another account → How these benchmarks are built →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

49.7K2 Sep

2.2K

2K3 Sep

1.1K

756

672

Last 7 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.02%2 Sep

1.30%

0.88%3 Sep

0.87%

0.17%

1.06%

1.19%

Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 1.54%.

What the audience does

Likes70.8%68 in total

Reposts6.2%6 in total

Replies11.5%11 in total

Quotes5.2%5 in total

Bookmarks6.2%6 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Latest posts

So, has OpenAI said anything about this on its platforms officially yet? This is actually a good reason to try out new GPT-6 or something even after I've been embedded in Claude for a while now. Has any model provider pushed back? Or created a US-specific version of the model? 672 views · 8 likes · 0 reposts · 0 replies 03 Sep 2026 Meta may have just had its next Llama moment. Muse Spark 1.3 lands SECOND on @Signal_65 PINNACLE, 38% fewer weighted errors than Claude Opus 5, and a correct task costs $0.85 against $1.36 for Opus and $1.22 for GPT-5.6 Sol. Both of those just fell off the cost frontier. It 756 views · 5 likes · 2 reposts · 1 replies 03 Sep 2026 https://t.co/X30RaPbaOk 6K views · 6 likes · 0 reposts · 1 replies 03 Sep 2026 I've been saying for a while that NVIDIA is putting real muscle behind open weight models as the future, and today it put $12.93 billion behind that view by agreeing to buy Hugging Face. Jensen co-signed an open letter on open weights a few weeks back, and now the company owns 1.1K views · 7 likes · 1 reposts · 2 replies 03 Sep 2026 Well that is certainly frustrating. https://t.co/p0a0cmIHM3 2K views · 16 likes · 1 reposts · 1 replies 03 Sep 2026 Two days after we launched @Signal_65 PINNACLE, Anthropic shipped the model that shows why we built it. Claude Fable 5.1 fails about half as many agent workflows as anything we had measured, and it makes up an answer one time in 140 instead of one in 13. That is the number that 2.2K views · 20 likes · 2 reposts · 6 replies 02 Sep 2026 The thing that keeps AI agents out of production is not intelligence, it is the failure rate. Every workflow an agent fails is one a person has to catch, and at 14 failures in every 100 workflows, which is where Claude Opus 5 and GPT-5.6 Sol sit on @Signal_65 PINNACLE, most https 49.7K views · 6 likes · 0 reposts · 0 replies 02 Sep 2026