Nathan Calvin ✓

@_NathanCalvin

General Counsel Encode AI

6 201Followers

1 349Following

4 422Posts total

513.4KViews on collected posts

Latest posts

Nathan Calvin ✓@_NathanCalvin2 Sep

update from Jakub at OpenAI (who was one of the authors of the CoT fragile opportunity paper) https://t.co/SlTweSt4WV 3.8K views · 7 likes · 1 reposts · 0 replies Open on X →

Nathan Calvin ✓@_NathanCalvin2 Sep

FYI some of the takes that "OpenAI did full neuralese CoT is dead" are probably overstating things based on what we know, tho I do want to know more. Mostly I want to avoid a situation where other companies think that OpenAI already defected first therefore neuralese is fair 24.8K views · 106 likes · 10 reposts · 1 replies Open on X →

Nathan Calvin ✓@_NathanCalvin2 Sep

@_NathanCalvin Remember when people were saying modern llms would "think in chinese" because there was more information per bit in Chinese characters. Well that's not going to happen. They're going to think in their own language. 5.4K views · 27 likes · 1 reposts · 0 replies Open on X →

Nathan Calvin ✓@_NathanCalvin2 Sep

Really huge and extremely concerning story from the Information tonight. Looks like OpenAI utilized a breakthrough in neuralese for Astra that could destroy chain of thought monitorability - though the Informations source told them that OpenAI is currently "limiting the use of 479.5K views · 865 likes · 91 reposts · 42 replies Open on X →

Against accounts of the same size

4 posts from the last 90 days, next to the under 10K follower range. ordinary reach for its size, weaker reaction than most.

Median views15 068this account4 175median for under 10K

Reach, %243.00%this account250.82%median for under 10K

Engagement, %0.35%this account1.41%median for under 10K

Metric	This account	Median for under 10K	Ratio
Median views per post	15 068	4 175	3.61×
Reach (views ÷ followers)	2.4× audience	2.5× audience	0.97×
Engagement rate	0.35%	1.41%	0.25×

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

479.5K2 Sep

5.4K

24.8K

3.8K

Last 4 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.22%2 Sep

0.52%

0.48%

0.21%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.41%.

What the audience does

Likes58.1%1 005 in total

Reposts6.0%103 in total

Replies2.5%43 in total

Quotes2.5%43 in total

Bookmarks31.0%536 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

Against accounts of the same size

Growth & engagement

Views per post

Engagement rate per post

What the audience does

Similar accounts