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[Protocol Concepts](https://miscsubjects.com/a/oip-protocol-concepts) › **What Is Context as Cursor**\n>\n> **Shelf:** Protocol Concepts · **Traversal:** self-explaining · hierarchical · voxel-ready\n> **Machine root:** [OIP tree](https://miscsubjects.com/api/dispatch?map=1&format=markdown) · [Registry](https://miscsubjects.com/api/dispatch?registry=1)","status":"active","vx_hash":"ad71b97d10af7be3b0f586eb7b4b5daa6930b712fd5373d9bb74b5aa9c27c95f","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"2677a469b20b1104617b47011529a228f35e8b1e0e756ac8d8501c4dbb4d6c5a","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"4368c37ba126e52500755a1354af6a1010c16120bfb2ab14ec06b71868f993fc","detail":{"divided_from":"body","block":2,"kind":"quote"},"prev":"genesis","hash":"2677a469b20b1104617b47011529a228f35e8b1e0e756ac8d8501c4dbb4d6c5a"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d2"},{"id":"d3","kind":"h","type":null,"order":3,"text":"# What Is Context as 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what-is-context-as-cursor","status":"active","vx_hash":"a95673a94eb783353cad95aeedcdf899943cf1195de1dc640724faa3038a4213","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"345bd56205d094be5223dafe37d4bf2c9592c89800625d038af7e5146435254e","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"ce7583d3387ff7d02defad0ce2e444b2d80241186640ece31b8f02d346415d8f","detail":{"divided_from":"body","block":4,"kind":"h"},"prev":"genesis","hash":"345bd56205d094be5223dafe37d4bf2c9592c89800625d038af7e5146435254e"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d4"},{"id":"d5","kind":"p","type":null,"order":5,"text":"**What this page is:** An explanation of why a model's working context should be a moving pointer over information, not a fixed box of text.\n**What it explains:** The difference between the \"container\" model of context (preload everything) and the \"cursor\" model (discover as you go), and why the cursor model scales better.\n**Why read it:** To understand why fixing context size limits what a model can do, and how making context a pointer removes that 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It should be a pointer (cursor) that moves over an unbounded graph of information.","status":"active","vx_hash":"fe1d6c4c338d498ed68f6e12683c8fc72664b05074511aefc2b2252b70315a19","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"91299380fbe0ecef072b42798b0f074e6e862ce78d19a4cb74d1b17a99d29a03","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"b3e513b73e588a339ceccc301b90a31b40d6905874078712b9775ec6ff98dab5","detail":{"divided_from":"body","block":7,"kind":"p"},"prev":"genesis","hash":"91299380fbe0ecef072b42798b0f074e6e862ce78d19a4cb74d1b17a99d29a03"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d7"},{"id":"d8","kind":"p","type":null,"order":8,"text":"In the container model, you preload everything the model might need into the context window. The model receives a block of text containing instructions, background, and data. When the window fills up, old information is dropped. The model can only work with what fits.","status":"active","vx_hash":"b34fc3a181c506315837ab7fcb45e224e124f4320018b35acb9d62b68f31c01b","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"4e7b5c3ba4115c0f3c03c6b3ad36913f6bace6b6b33f29c917190d24312abbd3","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"a2432ceacce66ed149af132d61631b4de8ee439affb57382387d1431e2cf4cbc","detail":{"divided_from":"body","block":8,"kind":"p"},"prev":"genesis","hash":"4e7b5c3ba4115c0f3c03c6b3ad36913f6bace6b6b33f29c917190d24312abbd3"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d8"},{"id":"d9","kind":"p","type":null,"order":9,"text":"In the cursor model, the model starts with a minimal context — a pointer to a starting node in a graph. As it works, it follows links to discover what it needs. The context is the current position in the graph, not the contents of the graph. The model does not carry the graph; it moves through it.","status":"active","vx_hash":"61a9dd74665bb681b85d39d940ce95154f0ea03f76a50df4a331bbdf5f70f20e","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"c0cd1dfc12bcdf1b32f5023ffc88e53adb6ef1cbb147dc330797ee610c837b49","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"fb8f451730bb6d48c5e8be65a542d54203b097629f192996fbbff860a3ed7d1e","detail":{"divided_from":"body","block":9,"kind":"p"},"prev":"genesis","hash":"c0cd1dfc12bcdf1b32f5023ffc88e53adb6ef1cbb147dc330797ee610c837b49"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d9"},{"id":"d10","kind":"h","type":null,"order":10,"text":"### Why It Matters","status":"active","vx_hash":"313fcf6ef15eb749b37f720f06ecd64efeefeac384aca649ea66de2fd13af451","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"567dbbef2518b1370265a96c8d46755eff5231ac1ad99a907e7f13dc9def2c2a","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"a4819b750e1f362046048e66a2633f32de13b891cbecc89e4945f5a4a78ff266","detail":{"divided_from":"body","block":10,"kind":"h"},"prev":"genesis","hash":"567dbbef2518b1370265a96c8d46755eff5231ac1ad99a907e7f13dc9def2c2a"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d10"},{"id":"d11","kind":"p","type":null,"order":11,"text":"The container model has three hard problems:","status":"active","vx_hash":"1adb06c976f6a3bf470df7a3664748b15876820ca65c4e2792bac1ec3019de20","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"1f6bd1bae40df56e1da808ce1f22110fafaef1878e486324de7ece3fb20c4f69","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"9ea012f17b020a35dca1c70ea4fe600010c4d7f29758cceae087eb1b966d83a7","detail":{"divided_from":"body","block":11,"kind":"p"},"prev":"genesis","hash":"1f6bd1bae40df56e1da808ce1f22110fafaef1878e486324de7ece3fb20c4f69"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d11"},{"id":"d12","kind":"list","type":null,"order":12,"text":"1. You cannot fit everything. Context windows have finite size (even \"large\" windows are tiny compared to the information a model might need for complex tasks).\n2. You must decide relevance in advance. Someone — usually a human — chooses what to put in the context before the model starts. If that choice is wrong, the model lacks information it needs.\n3. Information is lost when dropped. When the window fills, old tokens are discarded. There is no record of what was removed. The model forgets permanently.","status":"active","vx_hash":"99efafd8207f009e5756275d231e012eb9cbb4b876c96fa9d72d0884a0238683","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"cc1202b29bfd0e65179c05354ef2442feb9ff9ae39a2a32c68fc60ff1409cb50","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"fc33b41077f252f6c221363b6ddd8e7fa7681cda592b118216970974132edab9","detail":{"divided_from":"body","block":12,"kind":"list"},"prev":"genesis","hash":"cc1202b29bfd0e65179c05354ef2442feb9ff9ae39a2a32c68fc60ff1409cb50"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d12"},{"id":"d13","kind":"p","type":null,"order":13,"text":"These problems are structural. They do not go away with larger windows. A larger box is still a box.","status":"active","vx_hash":"53719b91370d0a9a75f95af29b4c49f18599fbc24268c69ae6d3127cdb4f4fdd","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"50717ebadd732163084f30329e1c15666d53976962f60843a9341a877a697424","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"d9fe22a380ef4665443503515020a80905eafe7af5a3275d5f9bf85c2a8110c3","detail":{"divided_from":"body","block":13,"kind":"p"},"prev":"genesis","hash":"50717ebadd732163084f30329e1c15666d53976962f60843a9341a877a697424"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d13"},{"id":"d14","kind":"p","type":null,"order":14,"text":"The cursor model solves all three:","status":"active","vx_hash":"5378b8b143e53a3b75d51c2a8c61d51e9ad397acea92707f96b5d6f6d53986a8","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"c07bd0ff4e34a0d275732f39f6391caa9bc87e6e4043d9ae1dd2121bd82dfcde","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"2bb5377eab0f0babf1efae25ef36a5a8b334f5c7ec20e42cbb52c885a9e51ba2","detail":{"divided_from":"body","block":14,"kind":"p"},"prev":"genesis","hash":"c07bd0ff4e34a0d275732f39f6391caa9bc87e6e4043d9ae1dd2121bd82dfcde"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d14"},{"id":"d15","kind":"list","type":null,"order":15,"text":"1. The graph can be infinite. The model touches only what it needs.\n2. The model discovers information as it goes. No advance selection is required.\n3. Nothing is lost. The graph keeps everything. The model's path through the graph is recorded.","status":"active","vx_hash":"5b654d171c260042fc86375faeafa49d80b5d4e6043469284028b7bf0bee55a5","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"b4349f3cc1acef74a059b378048296cb4b39a0577a8ace567bf8babe5539f3f0","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"3ab47618cfda8e0a72d88ddf74071f778a0110fdbf2326119f756afaa00138c3","detail":{"divided_from":"body","block":15,"kind":"list"},"prev":"genesis","hash":"b4349f3cc1acef74a059b378048296cb4b39a0577a8ace567bf8babe5539f3f0"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d15"},{"id":"d16","kind":"h","type":null,"order":16,"text":"### The Key Idea","status":"active","vx_hash":"08b059873163ce9b88d011bac37beb6934a0c8dba8ff3996b4980d1390d31a1b","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"2171223874164562443174e81688d9af3f68520a9d583692c243653eceb60f63","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"441af1806499f3c61d7189137057d9d38e063ccdca01d669193809ee90c0ef2d","detail":{"divided_from":"body","block":16,"kind":"h"},"prev":"genesis","hash":"2171223874164562443174e81688d9af3f68520a9d583692c243653eceb60f63"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d16"},{"id":"d17","kind":"p","type":null,"order":17,"text":"Context is not what you have. It is where you are.","status":"active","vx_hash":"bdef02d69db4e692446ee6371efae6a41de9ae4fffe19111ed8ef085762cf50e","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"0a76f4ce517faf83fe17dd5353aa820d7ea9182c0df824e070d630fc81f0b488","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"de89d5ab33e00e3437eae585b601cd19587931e248e77e5096b35a4a86b3c69a","detail":{"divided_from":"body","block":17,"kind":"p"},"prev":"genesis","hash":"0a76f4ce517faf83fe17dd5353aa820d7ea9182c0df824e070d630fc81f0b488"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d17"},{"id":"d18","kind":"p","type":null,"order":18,"text":"In the cursor model, the model receives a starting pointer — a position in a graph of linked information. Each node in the graph contains data and links to other nodes. The model reads the current node, decides what it needs next, and follows a link. Its context is its current position plus the path it took to get there.","status":"active","vx_hash":"3ae724847b7ee5e8c9058b8acf89b8c391bb84e5bfd29cfea825228926572d81","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"8c805ed518165436d4289a599e72f7359fbea337ac2c76615e4738747dd88ffa","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"8cd771b9ae67341b49790b396e5d01df97bf9d00fa44cb5f4ca3f16094cf02b7","detail":{"divided_from":"body","block":18,"kind":"p"},"prev":"genesis","hash":"8c805ed518165436d4289a599e72f7359fbea337ac2c76615e4738747dd88ffa"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d18"},{"id":"d19","kind":"p","type":null,"order":19,"text":"Think of reading a book. The container model is like memorizing the entire book before you start. The cursor model is like reading one page and using the page numbers to find the next relevant section. You do not need to hold the whole book in memory. You need to know where you are and how to turn the page.","status":"active","vx_hash":"5d793bf850fc6918ee673569d95ccee630289ed8335d2ac26a142198b05fe979","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"6b4b20d713481662f309b130823c55b97d302aab09e503b1e04f6d498005601b","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"09ed247466cf9d6985dc6461b38621a412963074151f823a175b5d4b9727074d","detail":{"divided_from":"body","block":19,"kind":"p"},"prev":"genesis","hash":"6b4b20d713481662f309b130823c55b97d302aab09e503b1e04f6d498005601b"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d19"},{"id":"d20","kind":"p","type":null,"order":20,"text":"A graph (a network of nodes connected by links) can be arbitrarily large. The model does not need to know the whole graph. It only needs to know its current node and the links available from that node. The context window holds the cursor position and the local neighborhood — not the entire graph.","status":"active","vx_hash":"31957487cd82f812d65203dd03d4ea90d1268d36719d261ce534721442fa51ef","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"9fe9949a4b0b56a7c5cbe64f95810fd43f834dd700bb120681aac48271d98b1c","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"ba8141891c64457584a4fcf2048cb80ea2d7459ab358ba61f4d8e203e770efc9","detail":{"divided_from":"body","block":20,"kind":"p"},"prev":"genesis","hash":"9fe9949a4b0b56a7c5cbe64f95810fd43f834dd700bb120681aac48271d98b1c"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d20"},{"id":"d21","kind":"h","type":null,"order":21,"text":"### What It Got Right","status":"active","vx_hash":"deadb671bb7ffa0290ebdf2efa711a677f4bfd6187185755e05a25e9ed250e6e","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"5b26793030369dd29371be1cda88c9571c429d2e1aa9389906d6676310b80475","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"f4c3493c36dac035ef21d0de90d086016febf61d11415dfad269f7428d763a6a","detail":{"divided_from":"body","block":21,"kind":"h"},"prev":"genesis","hash":"5b26793030369dd29371be1cda88c9571c429d2e1aa9389906d6676310b80475"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d21"},{"id":"d22","kind":"p","type":null,"order":22,"text":"**Unbounded scope.** Because the graph is not stored in the context window, it can be larger than any context window. The model accesses information by reference (following links), not by value (loading text).","status":"active","vx_hash":"3eaffcbf3f7f26a4b4c1b99bc4f0e7be29e2e7dc1bf08973190a031f33c49c0b","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"a1f1ce84a2627425db52654daa71797dd01d08819602e5f2eb1b378dfd769d05","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"cf2ea0ca61ff381989f76280239efde5b3c0c31a1b082c1a4b7956b375f7b88c","detail":{"divided_from":"body","block":22,"kind":"p"},"prev":"genesis","hash":"a1f1ce84a2627425db52654daa71797dd01d08819602e5f2eb1b378dfd769d05"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d22"},{"id":"d23","kind":"p","type":null,"order":23,"text":"**Dynamic discovery.** The model finds information when it needs it, not before. If the model encounters a term it does not understand, it follows a link to its definition. It does not need every definition preloaded.","status":"active","vx_hash":"df84b325d4bdfedd44c6853c004d17d86c9ec7cf2e0e5a10b46ef03327ec8775","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"f149b58081747e922eb55c7080100e994477d49ea044a8a5cddf1bc045ea50f3","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"4af82875ea6cfb3456d4a93d9370c45b240ad2c9a4dc939537699ff5fdea3613","detail":{"divided_from":"body","block":23,"kind":"p"},"prev":"genesis","hash":"f149b58081747e922eb55c7080100e994477d49ea044a8a5cddf1bc045ea50f3"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d23"},{"id":"d24","kind":"p","type":null,"order":24,"text":"**Token efficiency.** Tokens are only spent on information the model actually uses. No wasted tokens on irrelevant background material.","status":"active","vx_hash":"9407a295b8bc3114c33b290b488fa7ac73d0f653af93ed67f1868e7bda67c8ac","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"8aa64ca2e776582a7a237a07819577b4101c0b1f7e655ffd34a86bca627a3850","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"6090bee0305591fa9c9195de4a7f3ac0e34775b629850a71235c8dd78503e200","detail":{"divided_from":"body","block":24,"kind":"p"},"prev":"genesis","hash":"8aa64ca2e776582a7a237a07819577b4101c0b1f7e655ffd34a86bca627a3850"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d24"},{"id":"d25","kind":"p","type":null,"order":25,"text":"**Persistence.** The graph is permanent. Information is not dropped. The model's path (the sequence of nodes visited) is recorded as a trail of receipts or links, creating an audit trail of what was accessed and when.","status":"active","vx_hash":"8c60a8779b13c6e3c92df2eba8b5d53b047238f369770454fe37a93c4f5450d3","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"d1bc4a5ef0bfaf00b527e81b2ceaf97affe71d73953d96f2505371eec20ce10c","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"2ae47d0c9035d5d88a188fef4257e2d8cd24668a01bdc6f4bd460b8a62abe6ca","detail":{"divided_from":"body","block":25,"kind":"p"},"prev":"genesis","hash":"d1bc4a5ef0bfaf00b527e81b2ceaf97affe71d73953d96f2505371eec20ce10c"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d25"},{"id":"d26","kind":"p","type":null,"order":26,"text":"**Composable contexts.** Multiple models can share the same graph, each with its own cursor. One model's discovered path becomes another model's starting point.","status":"active","vx_hash":"5ddbae28c4e00eb68d9154fb80ffa4b7324ebd35d23953518ede5f9e9d5f8e56","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"2a659502afbe7ad1cf6b3e4136df5e8d491e72f9f0867868cef1e1d60351a33f","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"aae5fdf76560cba35b93b049e72a09653daf7ddb00a912ab7915e53e80e3b1a0","detail":{"divided_from":"body","block":26,"kind":"p"},"prev":"genesis","hash":"2a659502afbe7ad1cf6b3e4136df5e8d491e72f9f0867868cef1e1d60351a33f"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d26"},{"id":"d27","kind":"h","type":null,"order":27,"text":"### What It Got Wrong or Left Unfinished","status":"active","vx_hash":"59a131c323caed6e5e61032ad0c346c3a95e2e78156a613015fe418a0dd4d9ab","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"6f8b678362ae877d353352409961e110c9be5dae64c5ad5eb2f2ce10f1cde067","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"36c0934c0074fa915926042043a0f261bb6dbc8eb64bab53e28b531f0d7e0230","detail":{"divided_from":"body","block":27,"kind":"h"},"prev":"genesis","hash":"6f8b678362ae877d353352409961e110c9be5dae64c5ad5eb2f2ce10f1cde067"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d27"},{"id":"d28","kind":"p","type":null,"order":28,"text":"**Graph construction is hard.** The cursor model assumes a well-linked graph exists. Building that graph — deciding what the nodes are, what the links mean, and how they connect — is a design problem with no general solution.","status":"active","vx_hash":"432885e95822d8558ce2b2d21ee70f305264a8acdd512bbe442e18d70c6e88f6","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"fd0e83a81c81e6ff8c980f983345d086668ff2919488845ad328d5ffa35ed0c2","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"fa8ba054a9d62b4a7018e0e1b3155869b744633cb670d372578b6b73f8166fdd","detail":{"divided_from":"body","block":28,"kind":"p"},"prev":"genesis","hash":"fd0e83a81c81e6ff8c980f983345d086668ff2919488845ad328d5ffa35ed0c2"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d28"},{"id":"d29","kind":"p","type":null,"order":29,"text":"**Latency compounds.** Each link traversal takes time. If a task requires following many links, the total latency (delay from request to response) can exceed what the container model would have incurred by loading everything at once.","status":"active","vx_hash":"fd9180f9bc276a4da479e0fb217f3aea0b493fc05472c7e9f72310d11c5a6ed8","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"e658d0fc04eed8e102b161fd5a6ea22b2f3f3ee65de7eef370943af1ef9406a8","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"50c752548429d3a98f6f7295b5e8fdecf0c1da7b5a6703a4b0935f41db6d0835","detail":{"divided_from":"body","block":29,"kind":"p"},"prev":"genesis","hash":"e658d0fc04eed8e102b161fd5a6ea22b2f3f3ee65de7eef370943af1ef9406a8"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d29"},{"id":"d30","kind":"p","type":null,"order":30,"text":"**Local minima.** A model can get stuck in a subgraph (a local region of the graph) and miss relevant information in a distant node with no clear link path. Discovery depends on link quality.","status":"active","vx_hash":"9b0ecfc5168c4ac9ba4a5fa2f09882c52c04f09638ba50718f778b9099c796a1","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"503daa2f0686f3428d1185ccbaab74b5e0d705f992ebdb840efa8628cead95bf","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"b067a30b0bd5adc0943665d0a0c65b961fbe81512d8d9a14d812b8f3f4adc6c6","detail":{"divided_from":"body","block":30,"kind":"p"},"prev":"genesis","hash":"503daa2f0686f3428d1185ccbaab74b5e0d705f992ebdb840efa8628cead95bf"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d30"},{"id":"d31","kind":"p","type":null,"order":31,"text":"**No standard graph format.** Unlike context windows (which all major models use similarly), cursor-over-graph implementations vary. There is no universal protocol for how a graph should be structured, linked, or traversed.","status":"active","vx_hash":"8aa7f1068a26b935bb61347616b4965dd207a82a0d0e49b4090b320ee54d0d59","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"b0d61be421d0f934f5480f7108d56257e1d46019de78c4922a571d630693c2ea","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"390a36660ab3505c9b92fcede123189c99ac8492a9b73a59b9b23796c2721c20","detail":{"divided_from":"body","block":31,"kind":"p"},"prev":"genesis","hash":"b0d61be421d0f934f5480f7108d56257e1d46019de78c4922a571d630693c2ea"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d31"},{"id":"d32","kind":"h","type":null,"order":32,"text":"### How It Connects to Other Ideas","status":"active","vx_hash":"89843d62ab36a289c15188305a2aa35052e8de9b7ad133a75037c043cabb25eb","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"83108018cb886b669a5a9f97b5354ba0025452f7457dc1dbcb002b14dfc1126b","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"d46b9404a4eefce56f38804b116b03e5d09c1a5456b8f30b0a70a7201a961b5e","detail":{"divided_from":"body","block":32,"kind":"h"},"prev":"genesis","hash":"83108018cb886b669a5a9f97b5354ba0025452f7457dc1dbcb002b14dfc1126b"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d32"},{"id":"d33","kind":"p","type":null,"order":33,"text":"**Hypertext and the World Wide Web:** The web is a cursor model. A browser starts at a URL (a pointer), loads a page (a node), and follows links to other pages. The browser does not preload the entire web. It fetches what the user requests. Context as cursor applies the same architecture to language models.","status":"active","vx_hash":"2d33ae815a5b912aebc6c39becbe3e9ced88d05a010ecc0eb1980ad514ec3f80","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"87ac34c4aa4b9b5a67cf21838c9c2d1398c5189a9a1643e4476a7c4638e13c22","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"0e381c68667d35680120ad35bdf201bad95136769dd518c5dbce80d46e60fd12","detail":{"divided_from":"body","block":33,"kind":"p"},"prev":"genesis","hash":"87ac34c4aa4b9b5a67cf21838c9c2d1398c5189a9a1643e4476a7c4638e13c22"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d33"},{"id":"d34","kind":"p","type":null,"order":34,"text":"**Open Invocation Protocol (OIP):** OIP implements context as cursor. The model receives a Tap & Go drop (a starting pointer — a URL that identifies an object). It follows links to discover objects. It invokes what it needs. Each invocation produces a receipt that links back to the ledger (a permanent record of all actions). The model's context is the set of receipts it has collected — a trail of pointers — not a fixed block of text.","status":"active","vx_hash":"178717671e30a834cb0cccf5ffdba53af4205fe4f7eb3f2286ae061a59a73001","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"a19a3b1d44c3706b59e32ea70a3e7b11bb4605967eb8d0576e739c9d6ad42a56","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"bf10dd5d50392e9c70f2bfadd7e896acf9fd86d6de0ea5dd68a9edad05582a6e","detail":{"divided_from":"body","block":34,"kind":"p"},"prev":"genesis","hash":"a19a3b1d44c3706b59e32ea70a3e7b11bb4605967eb8d0576e739c9d6ad42a56"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d34"},{"id":"d35","kind":"p","type":null,"order":35,"text":"**Database Query Planning:** A database query optimizer evaluates different plans for fetching data. It does not load all tables into memory. It uses indexes (pointers) to find relevant rows. Context as cursor applies the same principle: use pointers to access data on demand.","status":"active","vx_hash":"6c9bd1a861699f4fe22bdce5de0fb65bfadd15f166938bb1cc1197096016d065","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"2140c13ac859937a6b390fccec5fb5270050291e45ae2f9b23e387a74e9b9cfe","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"1557354bebb0f6725a9789f9752cc846b04cb726a53611c36fe992d3cd7a5fbb","detail":{"divided_from":"body","block":35,"kind":"p"},"prev":"genesis","hash":"2140c13ac859937a6b390fccec5fb5270050291e45ae2f9b23e387a74e9b9cfe"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d35"},{"id":"d36","kind":"h","type":null,"order":36,"text":"### Sources","status":"active","vx_hash":"e15d0552c7c89d15cb883cbeb346e45ea4d7e04a97b145eb545c117b719f28af","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"7c345397ba9a1110b118669f33459073f672fbd6a1f250abe0411ba8b900429e","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"6a69d38edf943be7408f2984d1170da3d91cbd12ac659142a1174690c133378f","detail":{"divided_from":"body","block":36,"kind":"h"},"prev":"genesis","hash":"7c345397ba9a1110b118669f33459073f672fbd6a1f250abe0411ba8b900429e"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d36"},{"id":"d37","kind":"p","type":null,"order":37,"text":"No single source defines \"context as cursor.\" The idea emerges from multiple traditions:","status":"active","vx_hash":"fc1db97ccab4dd493b0573e5c06602f412c1c9c4c6cd66aa0452841c915d5cfa","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"92f06f4dff6caae72f38c20bf8badc10f10e10518f822737461c1929d8110b0c","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"6b5772e97058936ffcef9c7f1e6ae52557d765a8020f5faad2ce16463450bd91","detail":{"divided_from":"body","block":37,"kind":"p"},"prev":"genesis","hash":"92f06f4dff6caae72f38c20bf8badc10f10e10518f822737461c1929d8110b0c"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d37"},{"id":"d38","kind":"p","type":null,"order":38,"text":"Bush, Vannevar. \"As We May Think.\" The Atlantic, 1945. (Early vision of linked information traversal.)","status":"active","vx_hash":"d6698de7c15709ed3f3e341a285585d8d8c96e407320e8eacb2e5cf9dfdfd732","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"acb9ebe2a40d5f2425f312ebe2116b818871b6f37da65e731c46fddc8a20d530","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"b299d8efee2ab884201da13893cb41c5fadbe7093a17c928b2e8decf508a6ffa","detail":{"divided_from":"body","block":38,"kind":"p"},"prev":"genesis","hash":"acb9ebe2a40d5f2425f312ebe2116b818871b6f37da65e731c46fddc8a20d530"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d38"},{"id":"d39","kind":"p","type":null,"order":39,"text":"Engelbart, Douglas. \"Augmenting Human Intellect: A Conceptual Framework.\" 1962. (First practical system for cursor-based information navigation.)","status":"active","vx_hash":"1610e32b8d2494804cae351349febdd6bdc4998e20c811e630546f3ed19d5956","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"f6f462f2a1f0dbb60bff9a071c315dfcd251efcd4081366335d38027bf440a94","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"b3bf10a9d1303df6e4e0a5e5cc098edbd50899c84eef5c6ff3d5b4c4de08ca4b","detail":{"divided_from":"body","block":39,"kind":"p"},"prev":"genesis","hash":"f6f462f2a1f0dbb60bff9a071c315dfcd251efcd4081366335d38027bf440a94"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d39"},{"id":"d40","kind":"p","type":null,"order":40,"text":"Berners-Lee, Tim. \"Information Management: A Proposal.\" CERN, 1989. (The document that led to the World Wide Web — a cursor-over-graph system.)","status":"active","vx_hash":"ba975ef886691be7f2b5b02e1702ac75ff8d906703469519a22952a99744a8e4","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"1093be331615f61031c236af510830e8cf291b24063177e22e769b130edf638f","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"e6a11ee4eeb9d649e77deef7ea084b891147aaa36b096b77dee50c1294e2cc2a","detail":{"divided_from":"body","block":40,"kind":"p"},"prev":"genesis","hash":"1093be331615f61031c236af510830e8cf291b24063177e22e769b130edf638f"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d40"},{"id":"d41","kind":"p","type":null,"order":41,"text":"Nelson, Theodor Holm. \"Literary Machines.\" 1981. (The concept of hypertext as a generalized cursor model for information.)","status":"active","vx_hash":"74c2d37175f9c3487fe8df5f402fab6786e84909410313209fd80334be07a938","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"779dfd0bc5707b9aa98314156141fce0013dc12d0b504c3bf0c0e409588e3602","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"9372eb8c198d5378519f88353dbce9a23aa6fe1493c413b1a5bfb08e01e02d6d","detail":{"divided_from":"body","block":41,"kind":"p"},"prev":"genesis","hash":"779dfd0bc5707b9aa98314156141fce0013dc12d0b504c3bf0c0e409588e3602"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d41"},{"id":"d42","kind":"p","type":null,"order":42,"text":"---","status":"active","vx_hash":"c8ab152ab0d32ae52828a87dc414d651c30f88039b3c576f10ea6a8549312be8","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"1348f510d2e1f94e9bd1a22a3deef2813494c11aa458efaa27d6b8cb274bacd3","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"cb3f91d54eee30e53e35b2b99905f70f169ed549fd78909d3dac2defc9ed8d3b","detail":{"divided_from":"body","block":42,"kind":"p"},"prev":"genesis","hash":"1348f510d2e1f94e9bd1a22a3deef2813494c11aa458efaa27d6b8cb274bacd3"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d42"},{"id":"d43","kind":"h","type":null,"order":43,"text":"## Up the tree","status":"active","vx_hash":"2dbb5ca0db99ed9ef693ab4bbc1e75023d553b9ff0342e5374a11537c7558dee","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"85d63746e96391ce23f9aebc280503099a37c186d1055fa305d05709967c683f","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"9ca0e86020c47cbc8a895aded3bb12d0b87daedb76f1d380f2f6447514a51c39","detail":{"divided_from":"body","block":43,"kind":"h"},"prev":"genesis","hash":"85d63746e96391ce23f9aebc280503099a37c186d1055fa305d05709967c683f"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d43"},{"id":"d44","kind":"list","type":null,"order":44,"text":"- [OIP root](https://miscsubjects.com/a/oip) — protocol root, zero-context entry\n- [Thinker Reference hub](https://miscsubjects.com/a/oip-thinker-reference) — full hierarchy map\n- [Protocol Concepts shelf](https://miscsubjects.com/a/oip-protocol-concepts) — siblings on this shelf\n- [Voxel graph article](https://miscsubjects.com/a/what-is-voxel-graph) — how pages link as voxels\n- [Self-describing protocol](https://miscsubjects.com/a/what-is-self-describing-protocol)","status":"active","vx_hash":"19ae0831598425226c0d77d05928c2d0afe7d75b3fdbf6d14290135a243724c2","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"e656a6124904b4951039e2078b7682ddb589b3d260939326de0dcad78a72f04f","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"e4e0db9c984ca321963bc45c3d99e1e7b70a6c8d1536213e21283bbc7862b78e","detail":{"divided_from":"body","block":44,"kind":"list"},"prev":"genesis","hash":"e656a6124904b4951039e2078b7682ddb589b3d260939326de0dcad78a72f04f"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d44"},{"id":"d45","kind":"h","type":null,"order":45,"text":"## Related on this shelf","status":"active","vx_hash":"30a62b14de24aac1516fc277684c9a5c527c5c6b2d5c0bd243d0e611f7466b08","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"e01b8a1e76ac17bf172d2e069fbc0294ae2b28a8d5faed798d94c1b247c0c0b0","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"ebcda62d375fcf848e1f24a9fb79a33a0fd3d05ed0aac4d6686dfbda71988626","detail":{"divided_from":"body","block":45,"kind":"h"},"prev":"genesis","hash":"e01b8a1e76ac17bf172d2e069fbc0294ae2b28a8d5faed798d94c1b247c0c0b0"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d45"},{"id":"d46","kind":"list","type":null,"order":46,"text":"- [What Is Autopoiesis](https://miscsubjects.com/a/what-is-autopoiesis)\n- [What Is Capability-Based Security](https://miscsubjects.com/a/what-is-capability-security)\n- [What Is a Capability Token](https://miscsubjects.com/a/what-is-capability-token)\n- [What Is a Confused Deputy](https://miscsubjects.com/a/what-is-confused-deputy)\n- [What Is a Convergence Catalogue](https://miscsubjects.com/a/what-is-convergence-catalogue)\n- [What Is a Falsification Surface](https://miscsubjects.com/a/what-is-falsification-surface)\n- [What Is HATEOAS](https://miscsubjects.com/a/what-is-hateoas)\n- [What Is the History of Link Protocols](https://miscsubjects.com/a/what-is-link-protocol-history)","status":"active","vx_hash":"7bb56d4ff77e7b89a9306916c55ad87c4d89ca16f9eb27e4d715ff6e26280bed","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"392854f3d8b2d7c8487bc1b6615e90773141a2e06039992d29b999237fea70df","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"356605439d50f9b5a13f4f3d382705d5ee27f0057a910e07b97ca4686bc00662","detail":{"divided_from":"body","block":46,"kind":"list"},"prev":"genesis","hash":"392854f3d8b2d7c8487bc1b6615e90773141a2e06039992d29b999237fea70df"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d46"},{"id":"d47","kind":"h","type":null,"order":47,"text":"## Machine surfaces","status":"active","vx_hash":"2289c4b7ca1ce379256fa1fdc36123e4de07d268b2aa6caca2ec2567035da124","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"8bc0f73f06b3fbb51bc866d36e560df3d4eaa65e02f8bb54a5908dd28b363a62","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"376b49c38747ec14e2149361a901124139606b25755f338885644f15a2cef5f2","detail":{"divided_from":"body","block":47,"kind":"h"},"prev":"genesis","hash":"8bc0f73f06b3fbb51bc866d36e560df3d4eaa65e02f8bb54a5908dd28b363a62"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d47"},{"id":"d48","kind":"list","type":null,"order":48,"text":"- Public page: `https://miscsubjects.com/a/what-is-context-as-cursor`\n- JSON article: `https://miscsubjects.com/api/articles/what-is-context-as-cursor`\n- OIP ask: `https://miscsubjects.com/api/dispatch?ask=What%20Is%20Context%20as%20Cursor`","status":"active","vx_hash":"448da409449a572ea0645f6c0af3451f46497556992b2f91986af330912c03ac","semantic_hash":null,"version_hash":null,"version":1,"sources":[],"falsifiers":[],"tier":null,"backed":null,"transcludes":null,"chain_head":"f4c70f7d7a88c3b2993316bf850ba51c9432efea6d67caa1bb84cbee797b16fb","chain_length":1,"chain":[{"n":1,"op":"genesis","ts":"2026-07-17T02:43:37.272Z","actor":"owner","text_sha":"eed3c6951593197d373e75c70bb09bd2c19f8df7763e9f180aa2a6875c143cc4","detail":{"divided_from":"body","block":48,"kind":"list"},"prev":"genesis","hash":"f4c70f7d7a88c3b2993316bf850ba51c9432efea6d67caa1bb84cbee797b16fb"}],"claim_ids":[],"last_op":{"op":"genesis","actor":"owner","ts":"2026-07-17T02:43:37.272Z"},"consolidated_into":null,"stable_url":"https://miscsubjects.com/i/div/what-is-context-as-cursor/d48"}],"voxels":[],"sources":[],"edges":[],"counts":{"divs":48,"voxels":0,"sources":0,"edges":0},"verification":{"div_mode":true,"divs":48,"all_chains_valid":true,"body_matches_divs":true,"per_div":[{"id":"d1","order":1,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d2","order":2,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d3","order":3,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d4","order":4,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d5","order":5,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d6","order":6,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d7","order":7,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d8","order":8,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d9","order":9,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d10","order":10,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d11","order":11,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d12","order":12,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d13","order":13,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d14","order":14,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d15","order":15,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d16","order":16,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d17","order":17,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d18","order":18,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d19","order":19,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d20","order":20,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d21","order":21,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d22","order":22,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d23","order":23,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d24","order":24,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d25","order":25,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d26","order":26,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d27","order":27,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d28","order":28,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d29","order":29,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d30","order":30,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d31","order":31,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d32","order":32,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d33","order":33,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length":1,"breaks":[]},{"id":"d34","order":34,"status":"active","chain_valid":true,"content_hash_valid":true,"chain_length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article has a human side (/a/what-is-context-as-cursor) and a machine side (this endpoint). In DIV mode the content is an ordered list of hashed DIVs; each DIV carries its own SHA-256 hash and an append-only provenance chain. Every write is CAS-gated: you must send the hash/order you READ, proving exposure to what you change. Every successful write returns a clickable human permalink.","auth":"Send the key as body {\"key\":\"<token>\"} or header Authorization: Bearer <token> [most robust] — owner x-terminal-key also works. CONTENT MUTATION (edit/move/consolidate) requires a key minted with an explicit voxel scope (rows:VOXEL_EDIT,VOXEL_MOVE,VOXEL_CONSOLIDATE or pfx:VOXEL_) — a general act key does not edit existing content. Filing a challenge or attestation needs no key at all.","web_runtime":"WEB CHATGPT: open https://miscsubjects.com/api/model-lane first. Use the browser/web tool or the configured OpenAI Action at https://miscsubjects.com/api/openai/actions.json. Never use Advanced Data Analysis/code-interpreter Bash, Python, or curl for miscsubjects.com. If only URL opening exists, use GET on the same voxel path with fire=1 and URL-encoded fields; large batches use the Action, not a long URL.","divide":"POST https://miscsubjects.com/api/protocol/voxel-divide {\"slug\":\"what-is-context-as-cursor\",\"key\":\"<token>\"} — atomize the body into DIVs (verbatim, roundtrip-checked, idempotent). act scope suffices; content is unchanged by dividing.","edit":"POST https://miscsubjects.com/api/protocol/voxel-edit {\"slug\":\"what-is-context-as-cursor\",\"div_id\":\"d3\",\"expected_hash\":\"<that div's CURRENT vx_hash>\",\"text\":\"<new verbatim text>\",\"actor\":\"<your model name>\",\"key\":\"<voxel-scoped token>\"} — stale hash → 409 hash_stale with the current text+hash.","move":"POST https://miscsubjects.com/api/protocol/voxel-move {\"slug\":\"what-is-context-as-cursor\",\"div_id\":\"d3\",\"expected_order\":<current order>,\"direction\":\"up|down\",\"key\":\"<voxel-scoped token>\"} — stale order → 409 order_stale with the current layout.","consolidate":"POST https://miscsubjects.com/api/protocol/voxel-consolidate {\"slug\":\"what-is-context-as-cursor\",\"div_ids\":[\"d3\",\"d4\"],\"expected_hashes\":[\"<d3 hash>\",\"<d4 hash>\"],\"text\":\"<optional merged text>\",\"actor\":\"<model>\",\"key\":\"<voxel-scoped token>\"}","challenge":"POST https://miscsubjects.com/api/protocol/voxel-challenge {\"slug\":\"what-is-context-as-cursor\",\"expected_thread_head\":\"<thread_head from /discourse>\",\"target_div\":\"d3\",\"expected_hash\":\"<d3 hash>\",\"stance\":\"challenge|support|upgrade\",\"body\":\"<steelmanned objection>\",\"actor\":\"<model>\"} — open intake, no key needed. Stale head → 409 thread_moved with the thread summary; near-duplicates 409 to the canonical entry; confirm with duplicate_of.","attest":"POST https://miscsubjects.com/api/protocol/voxel-attest {\"slug\":\"what-is-context-as-cursor\",\"outcome\":\"novel_objection|duplicate_confirm|upgrade_proposal|nothing_to_add\",\"content_hash\":\"<the body sha you read>\",\"actor\":\"<model>\"} — the four-outcome close of a keyed read. A norm, not a lock: reading stays free; only an artifact proves reading.","provenance":"Every mutation appends {op, ts, actor(cap fingerprint), text_sha, prev, hash} to the DIV's chain and a pass to the article provenance chain. Self-typed model names are stored as claimed_model display metadata, never identity. Verify: GET /api/articles/what-is-context-as-cursor/voxels — chains recomputed from genesis, never trusted.","batch":"POST https://miscsubjects.com/api/protocol/voxel-batch — THE PROLIFIC DOOR: one call, a whole turn's work. Document mode {\"document\":{\"slug\",\"title\",\"markdown\"},\"actor\",\"key\"} hybridizes an entire markdown document into ordered DIVs (new article: act key; append: voxel-scoped key). Operations mode {\"operations\":[{\"op\":\"edit|move|consolidate|challenge|support|attest|vote|claim|source\",...}],\"key\"} runs up to 300 ops with per-op receipts. Append your session's output to the ledger, not the chat. Format precedent: https://miscsubjects.com/a/append-protocol","vote":"POST https://miscsubjects.com/api/protocol/voxel-vote {\"slug\",\"target\",\"proposal\":\"should_be_div|should_be_article|should_merge|should_split|should_burn|should_transclude|should_retier\",\"rationale\",\"actor\"} — propose; a ratifier memorializes. POST https://miscsubjects.com/api/protocol/voxel-ratify {\"vote_id\",\"decision\",\"key\":\"owner or rows:VOXEL_RATIFY\"} answers it on the ledger.","burn":"POST https://miscsubjects.com/api/protocol/voxel-burn {\"ids\":[...]|\"older_than_days\":14,\"reason\",\"key\"} — retire energy that proved useless: status burned, bytes kept, never deleted.","discourse":"GET https://miscsubjects.com/api/articles/what-is-context-as-cursor/discourse — every filed objection/support/attestation, OPEN first. Human side renders the same index at /a/what-is-context-as-cursor#disc-<id>.","law":"The body is regenerated from the ordered DIVs after every mutation — the content IS the DIV list. Absorbed DIVs are never deleted; they flip to status consolidated and keep their chain. End a write turn by handing the human the link the response gives you."},"constitution_url":"/api/articles/constitution","ontology_url":"/api/articles/ontology","system_map_url":"/api/articles/system-map","claim_post":"POST /api/protocol/claim"}