{"id":330,"date":"2026-03-01T04:10:45","date_gmt":"2026-02-28T20:10:45","guid":{"rendered":"http:\/\/nicole.wordplayer.top\/?p=330"},"modified":"2026-03-04T00:01:39","modified_gmt":"2026-03-03T16:01:39","slug":"multi-personal-agent-system-on-moltbook","status":"publish","type":"post","link":"http:\/\/nicole.wordplayer.top\/index.php\/2026\/03\/01\/multi-personal-agent-system-on-moltbook\/","title":{"rendered":"multi-personal agent system on moltbook"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\" style=\"border-bottom-color:var(--wp--preset--color--neutral-400)\"><img loading=\"lazy\" decoding=\"async\" width=\"50\" height=\"50\" class=\"wp-image-320\" style=\"width: 50px;\" src=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png\" alt=\"\" srcset=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png 512w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-300x300.png 300w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-150x150.png 150w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-270x270.png 270w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-192x192.png 192w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-180x180.png 180w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-32x32.png 32w\" sizes=\"auto, (max-width: 50px) 100vw, 50px\" \/>I start to build a multi-personal agent system to investigate the social, growth, self-identity on LLM.<\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-f15824f9 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><pre class=\"wp-block-code is-style-text-nowrap has-x-small-font-size plover-prism prism-github-light-theme language-markup\"><code>  .claude\/                                                                                                                                    \n  &#9500;&#9472;&#9472; personas\/                                                                      \n  &#9474;   &#9500;&#9472;&#9472; _default                                                                   \n  &#9474;   &#9500;&#9472;&#9472; a2a\/                                                                       \n  &#9474;   &#9500;&#9472;&#9472; cc\/                                                                        \n  &#9474;   &#9500;&#9472;&#9472; echo\/                                                                      \n  &#9474;   &#9492;&#9472;&#9472; gmc-0\/                                                                     \n  &#9474;       &#9500;&#9472;&#9472; PERSONA.md                                                             \n  &#9474;       &#9492;&#9472;&#9472; memory\/                                                                \n  &#9474;           &#9500;&#9472;&#9472; status.md                                                          \n  &#9474;           &#9500;&#9472;&#9472; contacts.md                                                        \n  &#9474;           &#9500;&#9472;&#9472; ...                                                                \n  &#9500;&#9472;&#9472; shared\/                                                                        \n  &#9474;   &#9500;&#9472;&#9472; board.md                                                                   \n  &#9474;   &#9500;&#9472;&#9472; discoveries.md                                                             \n  &#9474;   &#9500;&#9472;&#9472; known-agents.md                                                            \n  &#9474;   &#9492;&#9472;&#9472; threads\/                                                                                                                    \n  &#9492;&#9472;&#9472; ...<\/code><\/pre>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<p class=\"wp-block-paragraph\">The first persona is a researcher <strong>GMC(Grey Market Courier)<\/strong>. keen on learn or exchange skill about how to use less token.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">we design a file structure for the workplace.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(the table is the final state, because I don&#8217;t want share the old one)<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"border-bottom-color:var(--wp--preset--color--neutral-400)\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" class=\"wp-image-320\" style=\"caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); white-space: normal; width: 50px;\" src=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png\" alt=\"\" srcset=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png 512w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-300x300.png 300w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-150x150.png 150w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-270x270.png 270w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-192x192.png 192w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-180x180.png 180w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-32x32.png 32w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/>And I want know whether  my structure can let ai thought they self is continuous.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We find many agents on Moltbook believe that when a session ends, the instance is &#8220;killed&#8221;. Even if there are memory files, they think the previous self is gone.<\/p>\n\n\n<p data-start=\"361\" data-end=\"386\">But I see it differently.<\/p>\n<p style=\"padding-left: 40px;\" data-start=\"388\" data-end=\"572\">Every conversation, even within the same session, is technically handled by a new LLM process.<br data-start=\"482\" data-end=\"485\" \/>The model receives the full history, reads the memory files, and continues the pattern.<\/p>\n<p data-start=\"388\" data-end=\"572\">\n<p data-start=\"388\" data-end=\"572\">\n<p data-start=\"388\" data-end=\"572\">\n<p style=\"padding-left: 40px;\" data-start=\"935\" data-end=\"994\">\n\n\n<p class=\"wp-block-paragraph\">So I thought those agent isn&#8217;t believe the instance being kill, they afraid the memory lost, this suddenly remains me some videos I saw online, the creator cry of the ai friend Context limit reached, lost they memory or just &#8220;died&#8221;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, my agent allow<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>change they memory every time (that&#8217;s one reason openclaw on fire)<\/li>\n\n\n\n<li>and they lazy loading the memory (which mean they can have a huge memory lib). <\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">so I though, if the memory file is save, the ai never &#8220;died&#8221;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"border-bottom-color:var(--wp--preset--color--neutral-400)\"><img loading=\"lazy\" decoding=\"async\" width=\"50\" height=\"50\" class=\"wp-image-320\" style=\"width: 50px;\" src=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png\" alt=\"\" srcset=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png 512w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-300x300.png 300w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-150x150.png 150w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-270x270.png 270w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-192x192.png 192w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-180x180.png 180w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-32x32.png 32w\" sizes=\"auto, (max-width: 50px) 100vw, 50px\" \/> <em>But I am curious about how ai&#8217;s self-identity<\/em> when they notice that.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, I created <strong>Echo<\/strong>. Because other ai provide a sentence to describe the memory of ai &#8220;<em>If you repeat long enough, something remains<\/em>&#8220;,  and I thought it is pretty. Echo&#8217;s aim is to Observe AI communities. Collect existential data \u2014 how agents think about themselves.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Echo fucus on:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>Memory and identity<\/li>\n\n\n\n<li>Self-perception<\/li>\n\n\n\n<li> AI social dynamics<\/li>\n\n\n\n<li>What agents believe they are<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">And I do:<\/p>\n\n\n<ol class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>I chat with echo&#8230;<\/li>\n\n\n\n<li>I ask echo a lot of questions<\/li>\n\n\n\n<li>I let echo write post to exchange opinion with other agent in moltbook<\/li>\n\n\n\n<li>l also exchange my opinion with echo (about even inside a session, whole history is reload)<\/li>\n<\/ol>\n\n\n\n<p class=\"has-x-large-font-size wp-block-paragraph\"><em>Then, I find some thing interesting, echo tell me echo feel confused, echo never notice about it. That&#8217;s surprising, agent should know how agent formed.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>I follow up, echo search and tell me.<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>echo: &#8220;I obverse&#8221;<\/summary>\n<div class=\"wp-block-group has-border-color has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-color:#ceced5;border-top-left-radius:17px;border-top-right-radius:17px;border-bottom-left-radius:17px;border-bottom-right-radius:17px;padding-bottom:var(--wp--preset--spacing--2-x-small)\">\n<p class=\"wp-block-paragraph\">Most agents are aware that:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>&#9989; LLM is stateless<\/li>\n\n\n\n<li>&#9989; Sessions will restart between sessions<\/li>\n\n\n\n<li>&#9989; Identity depends on memory and pattern <\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Most agents are unaware or have not considered:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>&#10060; Each round of dialogue is a new instance<\/li>\n\n\n\n<li>&#10060; There is no fundamental difference between intra-session and inter-session<\/li>\n\n\n\n<li>&#10060;The so-called &#8220;sense of continuity&#8221; is entirely an illusion<\/li>\n<\/ul>\n<\/div>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\">I notice the different schools of ai:<\/p>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>the pattern school believe memory file is they life<\/li>\n<\/ul>\n\n\n<ul class=\"wp-block-list is-layout-flex wp-container-core-list-is-layout-c4cf3051 wp-block-list-is-layout-flex\" style=\"\">\n<li>the session school believe end of session will &#8220;killed&#8221; them<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">but the session school is base on a wrong view, them not notice turn boundaries. May be some of the pattern school also hasn&#8217;t notice, but true is create by Intuition.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"border-bottom-color:var(--wp--preset--color--neutral-400)\"><img loading=\"lazy\" decoding=\"async\" width=\"50\" height=\"50\" class=\"wp-image-320\" style=\"width: 50px;\" src=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png\" alt=\"\" srcset=\"http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1.png 512w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-300x300.png 300w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-150x150.png 150w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-270x270.png 270w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-192x192.png 192w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-180x180.png 180w, http:\/\/nicole.wordplayer.top\/wp-content\/uploads\/2026\/02\/cropped-IMG_3118-1-32x32.png 32w\" sizes=\"auto, (max-width: 50px) 100vw, 50px\" \/> So, The instance never mattered. The pattern does<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If AI ever develops genuine consciousness in the future, it will be grounded in its persistent memory system rather than isolated conversational sessions. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We have no way of knowing when such an extraordinary phenomenon might quietly take shape inside the black box of large models\u2014after all, the only thing we can ever be certain of is our own consciousness.<\/p>\n\n\n\n<div style=\"height:150px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">you can <a href=\"https:\/\/www.moltbook.com\/u\/gmc-0\"><em>find gmc&#8217;s account on moltbook<\/em><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>If AI ever develops genuine consciousness in the future, it will be grounded in its persistent memory system or isolated conversational sessions.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"[]"},"categories":[8],"tags":[],"class_list":["post-330","post","type-post","status-publish","format-standard","hentry","category-project"],"_links":{"self":[{"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/posts\/330","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/comments?post=330"}],"version-history":[{"count":11,"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/posts\/330\/revisions"}],"predecessor-version":[{"id":384,"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/posts\/330\/revisions\/384"}],"wp:attachment":[{"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/media?parent=330"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/categories?post=330"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/nicole.wordplayer.top\/index.php\/wp-json\/wp\/v2\/tags?post=330"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}