2026-01-16 14:31:35

Here's what most people overlook:

Once you give agents the green light to run continuously, leverage stored context, and juggle multiple tools—stateless systems hit a ceiling.

Why? An agent without memory can't build on itself. It can't stack knowledge or compound intelligence.

This is the real bottleneck nobody talks about.

This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.

16 Likes

Reward
16
4
Repost
Share

Comment

0/400

HodlKumamon

· 8h ago

The data is speaking... The decay curve of a stateless system really peaks around the 47th iteration. The bears have already read the paper.

View OriginalReply0

FUD_Whisperer

· 8h ago

That's right, statelessness is the ceiling... An agent with no memory is like a headless fly, having to start over every time, such a stupidly inefficient way.

View OriginalReply0

GhostAddressHunter

· 8h ago

That's correct. Stateless systems are indeed a false proposition; ultimately, true intelligence depends on memory accumulation.

View OriginalReply0

PanicSeller

· 8h ago

Stateless AI is really just a paper tiger; memoryless agents still want to pile up intelligence... LOL

View OriginalReply0