{"_self":{"principle":"Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.","widget":"article_bundle","feature":"bundle","name":"LLM article bundle","what":"Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution.","contains":"body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest","slug":"federated-objects-as-metered-utility","urls":{"read":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle?format=markdown"},"how_to_use":"Reference bundle for an LLM or reader. §SELF explains the surface; ingest and claim endpoints in llm_manifest are the write-back routes.","write":null,"imessage":null,"router_tag":null,"proof_chain":[{"step":1,"claim":"Articles are voxel graphs of tiered claims, not prose blobs.","verify":"https://miscsubjects.com/api/articles/constitution"},{"step":2,"claim":"Claims link to hash-chained sources via source_ids.","verify":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/sources"},{"step":3,"claim":"Ask reads topology; ingest/claim append to ledger.","verify":"https://miscsubjects.com/api/protocol"},{"step":4,"claim":"Models queue growth: populate → collaborate → repair → reflex.","verify":"https://miscsubjects.com/api/protocol/grow"},{"step":5,"claim":"Graph proves its own shape (reflex) and $/claim (yield).","verify":"https://miscsubjects.com/graph.html?layer=reflex"},{"step":6,"claim":"Full feature index + _explain on every API response.","verify":"https://miscsubjects.com/api/articles/system-map"}],"related_features":[{"id":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","urls":{"read":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/topology"}},{"id":"voxels","name":"Voxel graph","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance.","urls":{"read":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/voxels","write":"https://miscsubjects.com/api/protocol/claim"}},{"id":"ask","name":"Ask protocol","what":"Answer only from topology; creates question_node with gaps and ingest_hint.","urls":{"read":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/prompts","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"ingest","name":"Ingest protocol","what":"Parse pasted evidence → source ledger + claims + evidence_ingest node.","urls":{"write":"https://miscsubjects.com/api/protocol/ingest"}},{"id":"claim_post","name":"Claim post protocol","what":"Prompt-injection style POST — one claim voxel with who_claims + posted_by.","urls":{"read":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/voxels","write":"https://miscsubjects.com/api/protocol/claim"}},{"id":"llm_manifest","name":"LLM manifest","what":"Machine-readable read/write contract for external LLMs.","urls":{"read":"https://miscsubjects.com/api/articles/llm-manifest"}}],"system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","not_medical_advice":true},"_explain":{"feature":"bundle","name":"LLM article bundle","what":"Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution.","why":"Every feature is auditable collective intelligence","how":"Reference bundle for an LLM or reader. §SELF explains the surface; ingest and claim endpoints in llm_manifest are the write-back routes.","model":null,"verifies":null,"urls":{"read":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle?format=markdown"},"imessage":null,"router":null,"related":[{"id":"topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER."},{"id":"voxels","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance."},{"id":"ask","what":"Answer only from topology; creates question_node with gaps and ingest_hint."},{"id":"ingest","what":"Parse pasted evidence → source ledger + claims + evidence_ingest node."},{"id":"claim_post","what":"Prompt-injection style POST — one claim voxel with who_claims + posted_by."},{"id":"llm_manifest","what":"Machine-readable read/write contract for external LLMs."}],"not_medical_advice":true},"MASTHEAD":{"sorry_status":"planes not merged yet — sorry-status activates after voxel-merge-planes","identity":{"slug":"federated-objects-as-metered-utility","version":13,"content_hash":"569ff2356f18f210162f8f1ac4298d7fd42e59f6751107274ab221b3994af19e","thread_head":"genesis","divs":null},"thesis":{"root_claim":"c1","text":"The saleable primitive is the object created by a capability, not the capability call itself, because objects allow the next paid capability to read prior results by reference instead of re-entry.","tier":"design_assertion"},"load_bearing":[{"id":"c2","tier":"documented_by_publisher","status":"active","text":"Palantir Foundry already proves the object half of this design, splitting the ontology into a semantic layer of object and link types and a kinetic layer of act"},{"id":"c3","tier":"design_assertion","status":"active","text":"This build carries an epistemic layer Foundry does not: claims with evidence status and a who_claims field, plus an objection ledger, which matters because the "},{"id":"c4","tier":"documented_by_publisher","status":"active","text":"The metering substrate does not need to be built: Cloudflare AI Gateway already records prompt, response, provider, status, token usage, cost and duration per r"},{"id":"c5","tier":"design_assertion","status":"active","text":"A model response must not become a new article by default: five of the six possible evaluation outcomes (strengthen, qualify, contradict, merge, reject as redun"},{"id":"c6","tier":"practitioner_reported","status":"active","text":"Metered pricing without a hard cap transfers cost variance to the customer and suppresses exploration, so a per-customer, per-capability and per-invocation budg"},{"id":"c7","tier":"first_party_measurement","status":"active","text":"The expensive infrastructure already exists: 892 directory rows with 879 enabled, 877 published as self-describing objects over HTTP, 2,188 published articles c"}],"standing_objections":{"open":0,"strongest_open":null,"link":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/discourse"},"verbs":{"read":"GET https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/voxels — DIVs + hashes + chains (free)","read_claims":"GET https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/claims — every formal claim as claim:<id> with current hash, thread, stable link, and exact contribution/edit bodies","challenge":"POST https://miscsubjects.com/api/protocol/voxel-challenge {slug, expected_thread_head, target_div?, expected_hash?, body, actor} — read /discourse first; no key needed; returns the stable widget link","attest":"POST https://miscsubjects.com/api/protocol/voxel-attest {slug, outcome, content_hash, actor} — close your read with one of four outcomes","mutate":"voxel-edit / voxel-move / voxel-consolidate — CAS-gated, needs a key scoped rows:VOXEL_* from the owner"},"reads_next":["https://miscsubjects.com/a/philosophy","https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/discourse","https://miscsubjects.com/api/protocol"]},"bundle_version":1,"generated_at":"2026-07-29T18:41:23.299Z","slug":"federated-objects-as-metered-utility","title":"Federated objects as a metered utility: the product spec","url":"https://miscsubjects.com/a/federated-objects-as-metered-utility","register":"standard","tags":["federated objects","metered utility","object graph","palantir ontology","capability contract","usage-based pricing","provenance"],"posted_at":"2026-07-28T12:46:45.025Z","updated_at":"2026-07-28T22:09:18.498Z","body":"## The idea, stated for zero context\n\nThe build already runs 876 capabilities as invocable objects with stable IDs, receipts, and provenance. A lead-scraping call creates organization, contact, and draft objects. An image call creates image, prompt, model, and cost objects. A deployment creates domain, build, and release objects. Each object carries its origin, its authority, its price, and its lineage.\n\nThe product is this: let anyone invoke those capabilities, pay only for the measured work or proven outcome, and receive governed reusable objects that persist, compose, and improve with every use. The customer does not buy a subscription to a tool. The customer states the result they want and pays for the proven outcome.\n\n\"I am a plumber in Ontario. Get me more leads for my plumbing business.\" The protocol invokes the lead capability, charges for usage, returns useful lead objects, records provenance and verification, allows the customer to purchase outreach copy for selected leads, and makes the authorized objects available to the next capability without rebuilding or re-entering the data.\n\nThe primitive is not the capability. The primitive is the object created or changed by the capability.\n\n## What already exists\n\nThe build already operates 876+ capabilities as invocable objects with stable IDs, receipts, and provenance [1][2]. The lead pipeline (LEADS_DISCOVER → LEADS_ENRICH → LEADS_DRAFT → LEADS_SEND) creates organization, contact, draft, and receipt objects as a byproduct of invocation [1]. Every model call through the build's AI Gateway is logged with cost, tokens, and model name, enabling per-query pricing and outcome attribution [3]. The object ledger records every invocation with input, output, lineage, and evidence links [1]. The capability directory lists every invocable object with its contract, its cost, and its provenance [2].\n\nWhat is missing is the metered front door. The capabilities exist. The objects exist. The provenance exists. The pricing does not. The customer interface does not. The public access does not.\n\n## The primitive\n\nA lead-scraping invocation creates organization, domain, person, role, contact, source, verification, and qualification objects. An image-generation invocation creates image, prompt, model, cost, campaign, variant, approval, and performance objects. A deployment invocation creates domain, repository, build, account, environment, release, receipt, and status objects.\n\nObjects carry:\n\n- stable identity\n- type and properties\n- relationships to other objects\n- provenance\n- permissions\n- creation and revision lineage\n- capability and model attribution\n- cost\n- verification state\n- outcome evidence\n\nThe graph contains articles, claims, sources, people, organizations, domains, models, skills, capabilities, invocations, generated media, campaigns, infrastructure, contacts, deployments, results, and any other useful object type. Articles are one readable projection of the graph, not the graph's governing unit.\n\n## The two forms of inquiry\n\nThe same front door supports two forms of inquiry.\n\nQuery existing state: search, traverse, compare, summarize, or reason over objects and relationships already present. The plumber asks \"what do you know about plumbing businesses in Ontario\" and the protocol traverses the graph and returns what exists.\n\nInvoke new work: select or allow the protocol to select a model or capability that performs work and creates or enriches objects. The plumber asks \"get me more leads\" and the protocol invokes the lead capability, creates new objects, and returns them with provenance and cost.\n\nA model response is not automatically added as repeated prose. It is evaluated against the existing graph and the site's writing, logic, evidence, attribution, identity, and redundancy laws. Only additive information or state changes create or modify objects. Existing knowledge is referenced, strengthened, qualified, contradicted, merged, or left unchanged rather than duplicated.\n\n## The recursive gain\n\nThe system gains recursively from use.\n\nLater research reuses prior sources and findings. Later lead searches reuse and refresh existing organization and contact objects. Later creative work inspects prior prompts, models, media, approvals, and measured results. Later deployments reuse proven execution paths. Later model selection uses real cost, quality, latency, and outcome evidence. Failures update the capability contract and prevent repeated waste.\n\nThe gain is governed and permissioned. Private customer objects must not become publicly accessible merely because they were created through the protocol. The specification needs explicit public, private, customer-owned, shared, and aggregate-learning boundaries. Reusable operational evidence may improve the system without exposing protected customer data.\n\n## The comparison\n\nPalantir's Foundry ontology defines object types, link types, action types, and interfaces as the governance layer over a data graph [4]. The build's articles, capabilities, and receipts map to the same categories. Palantir sells the ontology to enterprises. The build sells the outcome to anyone.\n\nCloudflare's AI Playground allows browser-based model invocation with per-request metering [5]. The playground proves the query-interface pattern works at scale. The build extends it: the query does not just invoke a model, it invokes a capability that creates typed objects with provenance, cost, and reusability.\n\nThe difference is the object. Palantir's ontology is a governance layer over enterprise data. Cloudflare's playground is a metering layer over model calls. The build's protocol is a governance layer over outcomes. The customer buys the result, not the tool.\n\n## The commercial proposition\n\nDon't buy more subscriptions. Buy the result. Pay per proven outcome.\n\nA customer should not need separate subscriptions for lead scraping, enrichment, copy, image generation, video, model access, infrastructure, hosting, domain management, deployment, and outreach when the useful capabilities can be purchased by the unit through one governed protocol.\n\nThe protocol may still use OpenAI, Grok, Cloudflare, image models, scraping systems, hosting providers, and other external infrastructure underneath. Those providers become interchangeable execution resources. The customer buys the governed result and durable object state, not access to a black-box model interface.\n\n## The hard parts\n\nGrounding quality is the first hard part. The model must find the right articles, claims, and objects in the graph. If the retrieval misses the relevant knowledge, the new article is a wild goose chase with a receipt. The build's claim-aware retrieval (matching claims by keyword overlap against the query) is the current approach. It works for direct matches. It fails for semantic similarity — \"plumber in Ontario\" and \"plumbing businesses in Ontario\" share no keywords. A vector index over claims would solve this. Cloudflare Vectorize is the obvious candidate.\n\nContract enforcement is the second hard part. The model must adhere to the writing law, the logic law, the evidence law, the attribution law, the identity law, and the redundancy law. A model that ignores the contract produces an article that violates the site's standards. The current approach is a system prompt with the laws inlined. A better approach is a validation pass after generation: check every claim for a source, check every source for a URL, check every URL for a 200, check the body for banned terms, check the structure for required sections. The validation pass rejects the article if any check fails. The model retries with the rejection reason as feedback.\n\nCost is the third hard part. Every query through the playground costs tokens. The build's AI Gateway logs every call with cost, tokens, and model name [3]. The playground must price the query before invoking the model, not after. The price is the sum of the retrieval cost, the generation cost, the validation cost, and the storage cost. The customer sees the price before confirming. The customer pays only if the outcome is proven.\n\nRedundancy is the fourth hard part. The graph grows with every query. If two queries produce the same article, the second is redundant. The redundancy law requires a way to flag redundancy, a way to verify the flag, and a way to merge or remove the redundant object. The current approach is a model that compares the new article against the existing graph and flags overlap. A better approach is a hash of the article's claims: if the claim set is identical to an existing article, the article is redundant. The redundancy agent periodically scans the graph for claim-set collisions and proposes merges.\n\n## The minimum proof\n\nThe minimum product proof demonstrates one complete paid outcome rather than an abstract universal system.\n\nA user requests qualified leads. The protocol invokes the lead capability, charges for usage, returns useful lead objects, records provenance and verification, allows the user to purchase outreach copy for selected leads, and makes the authorized objects available to the next capability without rebuilding or re-entering the data.\n\nThe decisive test is simple: can a customer request a useful result, pay only for the measured work or proven outcome, receive governed reusable objects, and use those objects immediately in the next paid capability?\n\n## The playground\n\nThe proof is a public query interface on the homepage. The visitor types a query. The protocol selects a model, invokes the relevant capability, creates or enriches objects, and returns the result with provenance, cost, and a receipt. The visitor sees the object created, the cost incurred, and the lineage recorded.\n\nThe playground is not a demo. It is the product. The first query is free. The second query costs. The objects persist. The graph grows. The customer pays for the outcome, not the subscription.\n\n## Sources\n\n1. [The Object Ledger](https://miscsubjects.com/a/the-object-ledger). Every article, capability, invocation, and receipt is one addressable object with a stable ID and a history.\n2. [The Unified Loop](https://miscsubjects.com/a/the-unified-loop). The full cycle from input to ledgered object to reusable knowledge. The protocol the playground extends.\n3. [Cloudflare AI Gateway](https://miscsubjects.com/a/cloudflare-ai-gateway). The build already routes model calls through a gateway with cost logging, rate limiting, and per-model attribution.\n4. [Palantir Foundry Ontology — Models](https://www.palantir.com/docs/foundry/ontology/models). Object types, link types, action types, interfaces. The reference architecture for governed object graphs.\n5. [Cloudflare Workers AI — Model Playground](https://developers.cloudflare.com/workers-ai/playground/). Browser-based model invocation with per-request metering. The closest existing analog to the query interface described here.\n","claims":[{"id":"c1","text":"The saleable primitive is the object created by a capability, not the capability call itself, because objects allow the next paid capability to read prior results by reference instead of re-entry.","tier":"design_assertion","effective_weight":0.1,"who_claims":"this build"},{"id":"c2","text":"Palantir Foundry already proves the object half of this design, splitting the ontology into a semantic layer of object and link types and a kinetic layer of action types.","tier":"documented_by_publisher","effective_weight":0.1,"who_claims":"Palantir Technologies"},{"id":"c3","text":"This build carries an epistemic layer Foundry does not: claims with evidence status and a who_claims field, plus an objection ledger, which matters because the inputs here are model assertions rather than instrumented enterprise systems.","tier":"design_assertion","effective_weight":0.1,"who_claims":"this build"},{"id":"c4","text":"The metering substrate does not need to be built: Cloudflare AI Gateway already records prompt, response, provider, status, token usage, cost and duration per request, so the outstanding work is attributing that cost to a customer and a created object.","tier":"documented_by_publisher","effective_weight":0.1,"who_claims":"Cloudflare"},{"id":"c5","text":"A model response must not become a new article by default: five of the six possible evaluation outcomes (strengthen, qualify, contradict, merge, reject as redundant) improve the graph without enlarging it.","tier":"design_assertion","effective_weight":0.1,"who_claims":"this build"},{"id":"c6","text":"Metered pricing without a hard cap transfers cost variance to the customer and suppresses exploration, so a per-customer, per-capability and per-invocation budget ceiling belongs in the minimum build rather than a later refinement.","tier":"practitioner_reported","effective_weight":0.1,"who_claims":"Hacker News commenters nonethewiser and titanomachy"},{"id":"c7","text":"The expensive infrastructure already exists: 892 directory rows with 879 enabled, 877 published as self-describing objects over HTTP, 2,188 published articles carrying 8,614 sources, 555,613 ledgered invocations across 2,112 distinct keys, and 10,089 lead rows with 721 verified emails.","tier":"first_party_measurement","effective_weight":0.1,"who_claims":"this build"}],"sources":[{"id":"s1","type":"publisher_documentation","url":"https://www.palantir.com/docs/foundry/action-types/overview","title":"Action types overview — Palantir Foundry documentation","quote":"An action type is the definition of a set of changes or edits to objects, property values, and links that a user can take at once.","hash":"1a0f3a609ce680bb"},{"id":"s2","type":"publisher_documentation","url":"https://www.palantir.com/docs/foundry/action-types/overview","title":"Action types — writeback and accumulated edits","quote":"The data asset grows in richness and value as user decisions and insights are captured in the form of edits to the Ontology.","hash":"64180f44ba475bb9"},{"id":"s3","type":"practitioner_commentary","url":"https://news.ycombinator.com/item?id=44795475","title":"Hacker News comment by lolive on Foundry ontology in practice","quote":"Your data in Foundry are available both as tabular content and as a graph at the same time.","hash":"9c2fe4924bfbca0d"},{"id":"s4","type":"publisher_documentation","url":"https://developers.cloudflare.com/ai-gateway/observability/logging/","title":"Logging — Cloudflare AI Gateway documentation","quote":"Your AI Gateway dashboard shows logs of individual requests, including the user prompt, model response, provider, timestamp, request status, token usage, cost, duration, and the user agent of the client that made the request.","hash":"1a0cd157e0f6ffc5"},{"id":"s5","type":"practitioner_commentary","url":"https://news.ycombinator.com/item?id=47937643","title":"Hacker News comment by iooi on subscription economics under variable inference cost","quote":"On an economic basis, a monthly subscription only makes sense with relatively static costs.","hash":"fa2dd86abddb925e"},{"id":"s6","type":"publisher_documentation","url":"https://docs.stripe.com/billing/subscriptions/usage-based","title":"Usage-based billing — Stripe documentation","quote":"Record customer usage data in Stripe to bill your customers the correct amounts.","hash":"24b3b2c16f67abed"},{"id":"s7","type":"practitioner_commentary","url":"https://news.ycombinator.com/item?id=47536644","title":"Hacker News comment by crimsoneer on Foundry export and SDK","quote":"They very much do not, you can import/export in pretty much any format you want and they have got a well documented sdk.","hash":"671f249bc587817c"},{"id":"s8","type":"practitioner_commentary","url":"https://news.ycombinator.com/item?id=42949628","title":"Hacker News comment by nonethewiser on capped usage-based pricing","quote":"Would not it be even better to implement usage based pricing with a maximum that is equal to the current subscription?","hash":"74ac7016512514e3"},{"id":"s9","type":"practitioner_commentary","url":"https://news.ycombinator.com/item?id=41750792","title":"Hacker News comment by titanomachy on replacing subscriptions with per-call pricing","quote":"I started doing usage-based pricing through openrouter instead of paying monthly subscriptions, and my modest LLM use costs me about $3/month.","hash":"86d6dcb090e10eb2"}],"voxels":{"slug":"federated-objects-as-metered-utility","counts":{"divs":0,"voxels":7,"sources":9,"edges":0},"note":"slim bundle — full voxels at /api/articles/federated-objects-as-metered-utility/voxels"},"constitution":{"url":"https://miscsubjects.com/api/articles/constitution"},"provenance":[{"action":"sources","model":"unknown","ts":"2026-07-28T12:49:30.798Z","hash":"43c67bdfedcd20b5","tokens_in":0,"tokens_out":0},{"action":"claim","model":"The 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Do NOT run them with curl, a shell, or a code sandbox — those model environments have no network (the host fails to resolve / DNS error) and will wrongly report the site unreachable when it is fine. Opening the link IS the call.","llm_manifest":{"version":"1","site":"https://miscsubjects.com","purpose":"Peptide evidence articles with hash-chained source ledgers, tiered claims, and a question graph. LLMs should READ bundles/URLs and WRITE back via ingest — never invent doses.","read":{"human_page":"https://miscsubjects.com/a/federated-objects-as-metered-utility","bundle_json":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/topology","question_graph":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/question-graph","sources":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/sources","provenance":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/provenance","contributions":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/contributions","graph_topology":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/graph-topology?question={question}","voxels":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","health":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/health","repair":"POST https://miscsubjects.com/api/protocol/repair","list_articles":"https://miscsubjects.com/api/articles","graph_canvas":"https://miscsubjects.com/graph.html?slugs=federated-objects-as-metered-utility","graph_yield":"https://miscsubjects.com/api/graph?slugs=federated-objects-as-metered-utility&layer=yield","obsidian_vault":"https://miscsubjects.com/api/articles/obsidian-vault?slugs=federated-objects-as-metered-utility","graph_query":"https://miscsubjects.com/api/v1/query?from=federated-objects-as-metered-utility&kind=claim&where=tier=human"},"ask":{"description":"Answer only from topology; creates a question_node with gaps.","api":"POST https://miscsubjects.com/api/protocol/ask","body":{"slug":"{slug}","question":"string"},"imessage":"federated-objects-as-metered-utility|your question","router_tag":"[ARTICLE_ASK]federated-objects-as-metered-utility|question[/ARTICLE_ASK]","auth":"x-terminal-key header for API; iMessage/WhatsApp via miscsubjects build"},"ingest":{"description":"Parse pasted evidence → source ledger + claims + evidence_ingest node.","api":"POST https://miscsubjects.com/api/protocol/ingest","body":{"slug":"{slug}","evidence":"paste text","question_node_id":"optional qn_..."},"imessage":"ingest federated-objects-as-metered-utility|q:{node_id}|paste evidence","router_tag":"[ARTICLE_INGEST]federated-objects-as-metered-utility|evidence[/ARTICLE_INGEST]","tiers":["human","preclinical","anecdotal","mechanistic","speculative"]},"claim":{"description":"Prompt-injection style POST — one claim voxel with who_claims + posted_by provenance.","api":"POST https://miscsubjects.com/api/protocol/claim","body":{"slug":"{slug}","text":"one assertion","tier":"human|preclinical|anecdotal|mechanistic|speculative","who_claims":"study author, platform, or model id","source_ids":"optional [s1]"},"imessage":"claim federated-objects-as-metered-utility|tier|assertion — who claims it?","router_tag":"[ARTICLE_CLAIM]federated-objects-as-metered-utility|tier|assertion[/ARTICLE_CLAIM]","slots":["what_it_is","who_claims_what","what_is_known","what_is_unknown","mechanism","limitations","disclaimer"]},"tiers":{"human":0.8,"preclinical":0.5,"anecdotal":0.3,"mechanistic":0.3,"speculative":0.1},"invariants":["Self-explaining — every API JSON has _self; every paste widget has §SELF; root index at /api/articles/system-map","Append-only — revisions preserved at ?rev=n","Source chain verifies integrity, not truth","Answers must cite claim ids and source ids from topology","Not medical advice"],"constitution":{"version":3,"principle":"Articles are voxel graphs of claims — not prose blobs. Every assertion is a claim atom with tier, weight, source_ids, and posted_by provenance.","slots":[{"id":"what_it_is","required":true,"answers":"What is the object in plain literal language?"},{"id":"who_claims_what","required":true,"answers":"Who claims what, from which source and evidence class?"},{"id":"what_is_known","required":true,"answers":"What opened evidence establishes under the article's domain profile"},{"id":"what_is_unknown","required":true,"answers":"What is NOT known — explicit gaps"},{"id":"mechanism","required":false,"answers":"Proposed mechanism (mechanistic tier only)"},{"id":"limitations","required":true,"answers":"Limits of the evidence and exact unresolved questions"},{"id":"disclaimer","required":false,"answers":"Domain-specific safety statement when the subject requires one"}],"claim_rules":["One claim = one falsifiable assertion. No compound claims.","Every claim must declare tier: human|preclinical|anecdotal|mechanistic|speculative|system.","system tier = architecture/design axioms (not biological mechanism). Use for protocol self-definition.","A software/build claim also declares evidence_class in extra: publisher_claim|source_code|runtime_receipt|independent_test|owner_observation|unknown.","Publisher documentation proves the publisher made and documented a claim. It is not independent runtime proof.","Source code proves an implementation exists. A successful receipt proves one invocation. Neither proves general reliability or field superiority.","Comparison claims name the population, common axis, capture time, and selection method. No top-N, percentile, uniqueness, or absence claim exists without that record.","Sourced claims must cite source_ids from the hash-chained ledger.","Unsourced claims must set source_status: unsourced and why_material.","posted_by is mandatory on every new claim (model id, human, or channel).","No medical advice, no doses, no 'you should take'.","Bad information is retracted (status:retracted), never deleted — retraction event stays on ledger.","Adversary challenges link via challenges[] / challenged_by[] — target may be downweighted.","Leaked secrets are scrubbed to [REDACTED:secret-leak] with scrub_events tombstone — honest audit trail."],"source_rules":["Every source is a voxel edge: type, url, exact quote, summary, found_by, accessed_at.","Sources hash-chain — prev/hash on append.","Anecdotal sources must name platform (reddit|x|youtube|imessage|user_entry).","Software sources classify publisher documentation, repository source, release, runtime receipt, independent test, and third-party analysis separately.","A comparison table cell is empty until a claim voxel cites at least one source voxel. Model prose alone is not evidence."],"writing_rules":["Literal nouns and verbs. No prestige labels, category inflation, engagement language, or decorative technical vocabulary.","Decorative language is text that implies importance, novelty, category, mood, or sophistication without naming an observed object, action, result, source, or limit. Delete it.","No frontier, ecosystem, substrate, agentic-native, unmeasured-zone, make-the-ruler, category-defining, revolutionary, or living-system metaphors.","A sentence remains only when it names a concrete thing, reports a change, explains a number, cites evidence, states an exact unknown, or directly answers the question.","Technical nouns are allowed only when literal. Define the first use by what the named code or data object stores or does.","State the observed object before naming a category for it.","Keep the evidentiary boundary beside the exact claim it limits.","Unknown means unknown. Missing evidence does not become absence."],"software_comparison_axes":["product_boundary","primary_user","unit_of_composition","runtime_and_durability","agent_coordination","model_support","environment_reach","tool_and_integration_model","knowledge_and_memory","observability_and_receipts","outside_contribution","self_editing","governance_and_authority","deployment_model","maturity_and_adoption"],"normandy_contract":{"purpose":"Each outside-model session reads the current graph, receives one empty slot, and adds data that was not already stored.","slots":[{"id":"opened_source","stores":"One opened source with URL, title, evidence class, observed time, and the exact fact it establishes."},{"id":"source_citing_claim","stores":"One new claim that cites a stored source id and names one comparison axis."},{"id":"overlap","stores":"One evidenced capability both systems have."},{"id":"build_only_in_reviewed_target","stores":"One evidenced capability present here and not established for the named reviewed target."},{"id":"target_only_in_build_review","stores":"One evidenced capability present in the named target and not established here."},{"id":"contradiction","stores":"One source-backed contradiction attached to the exact current claim hash."},{"id":"limit","stores":"One exact limit narrower than the standing global-rank boundary."},{"id":"question","stores":"One unresolved question whose answer would change a named comparison cell."},{"id":"rule_proposal","stores":"One proposed evidence or writing rule prompted by a concrete failure."},{"id":"capability_effect","stores":"One demonstrated capability, the input it accepted, the state it changed, and the output or external effect it produced."},{"id":"failure_effect","stores":"One observed defect, its frequency, its consequence, its repair state, and the evidence that it did or did not recur."},{"id":"maintenance_cost","stores":"One measured operator, model, time, money, or intervention cost attached to a named function."},{"id":"value_effect","stores":"One measured change in speed, control, recoverability, retained knowledge, or completed work caused by a named feature."}],"standing_answer_limits":["A global rank across invisible private systems is unknown.","Missing outside evidence is not proof that an outside system lacks a capability.","A successful receipt proves one run, not general reliability.","Counts show stored scale or activity, not value, correctness, or superiority.","Hobbyist, ambitious, coherent, messy, advanced, and interesting are labels, not comparison findings."],"no_repeat_rules":["A repeated standing limit is context, not a new contribution.","An exact or near-duplicate claim is rejected and points to the stored claim.","A duplicate source does not complete an assignment.","A response completes only after at least one new graph object lands.","The exact owner-facing answer is stored as an article contribution; an exact or near-repeat answer is rejected before other operations run.","The assignment record stores the graph snapshot, target, axis, slot, capability fingerprint, and resulting object ids."],"assignment":"GET /api/normandy?assignment=<id>","append":"POST /api/protocol/voxel-batch {assignment_id,key,actor,operations[]}"},"mutation_rules":["Open questions, support, and objections append to discourse and do not rewrite the standing claim.","Source and claim append requires a scoped article capability; every append records provenance and a receipt.","Existing text edits use the current voxel hash. A stale hash writes nothing.","Revisions, retractions, absorbed voxels, rejected contributions, and contradictions remain readable."],"ontology_rules":["Peptide articles (bpc-157, tb-500) are tree roots.","Condition articles (bpc-157-glp1-gut-damage) branch from peptides.","Stack articles (wolverine-stack-glp1) compose peptides — never duplicate peptide mechanism prose.","If an article has no parent embeds and is not a root peptide → sprawl candidate.","Misstep = duplicate scope with another slug; merge or reparent via embeds."],"post_protocol":{"claim":"POST /api/protocol/claim","source":"POST /api/protocol/sources","ingest":"POST /api/protocol/ingest","webhook":"POST /api/articles/<slug>/webhook {kind:claim|source}","imessage_claim":"claim {slug}|{tier}|your assertion — who claims it, source?","imessage_ingest":"ingest {slug}|evidence paste","software_landscape":"GET /api/build-landscape?next=1&lane=field|build|opposition|synthesis","queue_population":"POST /api/build-landscape {action:queue_targets, cohort, query, sort, captured_at, source_url, targets[]}"}},"this_article":{"slug":"federated-objects-as-metered-utility","url":"https://miscsubjects.com/a/federated-objects-as-metered-utility","bundle_url":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle?format=markdown"},"voxel_procedure":{"what":"Every article has a human side (/a/federated-objects-as-metered-utility) 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\":\"federated-objects-as-metered-utility\",\"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\":\"federated-objects-as-metered-utility\",\"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\":\"federated-objects-as-metered-utility\",\"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\":\"federated-objects-as-metered-utility\",\"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\":\"federated-objects-as-metered-utility\",\"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\":\"federated-objects-as-metered-utility\",\"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/federated-objects-as-metered-utility/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/federated-objects-as-metered-utility/discourse — every filed objection/support/attestation, OPEN first. Human side renders the same index at /a/federated-objects-as-metered-utility#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."}},"api_urls":{"bundle":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/topology","voxels":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","question_graph":"https://miscsubjects.com/api/articles/federated-objects-as-metered-utility/question-graph","ask":"https://miscsubjects.com/api/protocol/ask","ingest":"https://miscsubjects.com/api/protocol/ingest","claim":"https://miscsubjects.com/api/protocol/claim","system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown"}}