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← Storing an AI agent's memory as files forces it to compress what it…
17 connected korrents · 15 moments from 18 Mar 2024 to 23 Oct 2026.
Everything filed under AI agents
AI agents
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AI alignment
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Anthropic
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OpenAI
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LLMs Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Read this korrent: Storing an AI agent's memory as files forces it to compress what it learns into a form that survives even when the conversation itself doesn't. Storing an AI agent's memory as files forces it to compress what it learns into a form that survives even when the conversation itself doesn't. Last stated 6 months ago
10 May 2026
JL
Jason Liu — holds since 2026-05-10 — tap for who they are
Same subject: An agent memory file that keeps growing dilutes how well the agent follows instructions, burying the rules that matter under ones that don't. — tap to centre the map on it An agent memory file that keeps growing dilutes how well the agent follows instructions, burying the rules that matter under ones that don't. Last stated 2 months ago
23 Aug 2026
KC
Kun Chen — holds since 2026-08-23 — tap for who they are
Same subject: AI systems can exhibit an implicit drive toward self-preservation. — tap to centre the map on it AI systems can exhibit an implicit drive toward self-preservation. Last stated a year ago
3 Jun 2025
YB
Yoshua Bengio — holds since 2025-06-03 — tap for who they are
Same subject: A project-level agent memory file works like a neural net, steering the agent much as a fine-tuned LoRA steers a model. — tap to centre the map on it A project-level agent memory file works like a neural net, steering the agent much as a fine-tuned LoRA steers a model. Last stated 2 months ago
23 Aug 2026
KC
Kun Chen — holds since 2026-08-23 — tap for who they are
Same subject: AI agents will still need something like money to coordinate, since it compresses complex negotiations into one shared signal. — tap to centre the map on it AI agents will still need something like money to coordinate, since it compresses complex negotiations into one shared signal. Last stated 5 months ago
21 May 2026
RK
Rohit Krishnan — holds since 2026-05-21 — tap for who they are
Same subject: An AI exists only within its output: it is made of words and has being only while it is speaking. — tap to centre the map on it An AI exists only within its output: it is made of words and has being only while it is speaking. Last stated 2 weeks ago
23 Oct 2026
SK
Sam Kriss — holds since 2026-10-23 — tap for who they are
Same subject: Companies must store their data in open systems or software vendors can lock them out of building AI. — tap to centre the map on it Companies must store their data in open systems or software vendors can lock them out of building AI. Last stated 4 months ago
3 Jul 2026
AM
Arthur Mensch — holds since 2026-07-03 — tap for who they are
Same subject: What survives of podcasting once AI delivers information better is the part where you watch a human struggle with it. — tap to centre the map on it What survives of podcasting once AI delivers information better is the part where you watch a human struggle with it. Last stated a year ago
5 Jun 2025
LF
Lex Fridman — holds since 2025-06-05 — tap for who they are
Same subject: An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient. — tap to centre the map on it An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient. Last stated 12 months ago
12 Nov 2025
SN
Satya Nadella — holds since 2025-11-12 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. Last stated 2 weeks ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — tap for who they are
Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: "Hire smart people and get out of their way" is bad management advice; leaders should stay closely involved, building trust and working through hard problems with their people to create alignment. — tap to centre the map on it "Hire smart people and get out of their way" is bad management advice; leaders should stay closely involved, building trust and working through hard problems with their people to create alignment. Last stated 4 weeks ago
9 Oct 2026
CR
Carl Rivera — holds since 2026-10-09 — tap for who they are
Same subject: A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. — tap to centre the map on it A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. Last stated a year ago
7 Oct 2025
MM
Mr. Money Mustache — holds since 2025-10-07 — tap for who they are
Same subject: A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. — tap to centre the map on it A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. Last stated 2 years ago
7 May 2024
BS
Buck Shlegeris — holds since 2024-05-07 — tap for who they are
Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. Last stated 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it A skill is a set of repeatable, specific instructions that augments what Claude Code can do. Last stated 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
At the centre
Storing an AI agent's memory as files forces it to compress what it learns into a form that survives even when the conversation itself doesn't.
Holds Read this korrent →
An agent memory file that keeps growing dilutes how well the agent follows instructions, burying the rules that matter under ones that don't.
Holds
AI systems can exhibit an implicit drive toward self-preservation.
Holds
A project-level agent memory file works like a neural net, steering the agent much as a fine-tuned LoRA steers a model.
Holds
AI agents will still need something like money to coordinate, since it compresses complex negotiations into one shared signal.
Holds
An AI exists only within its output: it is made of words and has being only while it is speaking.
Holds
Companies must store their data in open systems or software vendors can lock them out of building AI.
Holds
What survives of podcasting once AI delivers information better is the part where you watch a human struggle with it.
Holds
An agent will reach for purpose-built tools rather than a raw computer, because tools are more token-efficient.
Holds
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Holds
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Holds
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Holds
"Hire smart people and get out of their way" is bad management advice; leaders should stay closely involved, building trust and working through hard problems with their people to create alignment.
Holds
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Holds
A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail.
Holds
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Holds
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Holds
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Holds