artificial
artificial

I built an inference-time epistemic framework that extends coherent LLM threads to 325k–1M tokens. Here’s how it works.

As an independent researcher I've used various LLMs to help me dive deeply into research projects but I've been frustrated by the fact that LLMs start to become unusable after the thread has accumulated 50-80k tokens. I don't know how many …

Bigger context windows seem to be solving a different problem than understanding

One thing I've been wondering lately: We often talk about larger context windows as if they're equivalent to better understanding. But in practice those feel like different problems. Access to information keeps improving. Understanding re…

Mom Baffled After Daughter Struggles With Connect The Dots Activity—Only To Realize It’s AI Slop

submitted by /u/ComicSandsNews [link] [comments]

I launched a brand-new author identity with zero web presence. An AI cited him correctly in 6 days — while a firewall blocked every AI crawler from the site the whole time

I ran a small experiment on myself and the result broke my mental model of how AI "knows" things, so I'm sharing it. The setup: on May 11 I created a brand-new pseudonymous fantasy author entity ("Marin T. Kael") with no prior w…

Why do we call it intelligence?

Are LLMs very useful? Yes. Can they replace many jobs? Yes. Can they pose a threat if not regulated? Yes. But does that make them intelligent? Hell no! LLMs are just a glorified autocomplete function. There is nothing in a transformer architecture tha…

Are we slowly moving toward two different kinds of AI?

I’ve been noticing a clear split lately. The big mainstream models are getting more and more restricted with heavy safety rules, while at the same time more people are switching to local or less restricted models because they actually let you explore i…

Why can’t claude use agents.md?

It's pretty annoying that Codex uses agents.md and Claude Code uses Claude.md. There should be some industry standards to this stuff? submitted by /u/Complete-Sea6655 [link] [comments]

the part of AI agents nobody talks about: what happens when two agents try to use the same email inbox

been building agent infrastructure for a while and this is one of the messiest edge cases i keep seeing. most agent setups use a shared mailbox. works fine for one agent. breaks badly at scale. what goes wrong: – two agents poll the same inbox simultan…

AI agents being governed by other AI agents, nothing to see here

Who governs AI agents once they're running in production? I went looking for the answer. It's more complicated than the press releases suggest. This week Cognizant and ServiceNow announced a partnership specifically to close what they're ca…