sovsrc.llm updates

commit 588249a · 2 files

The public reading list now directs readers to The Super Anthropocene and the Value of Human Contribution on sovsrc.ai.

commit 452bef3 · 3 files

A new opinion article proposes voluntary contributor rewards that connect AI revenue with continuing knowledge creation. It describes an operating rewards platform as an ambition.

commit affc98c · 2 files

A new article examines Harness2 as a possible component for proposed sovereign AI workflows. It describes integration possibilities, licensing considerations and evaluation limits.

commit e17f5ec · 2 files

A new public article examines how Claude and OpenAI terms could affect proposed competing-model development. It distinguishes ordinary application engineering, competing-model code, and generated training material.

commit 3870f7e · 1 file

The diagram source now places its display settings in a Mermaid initialization directive instead of a separate configuration header.

commit 6106eaa · 5 files

A new article and diagram describe proposed routes to a competing model using Nemotron 3 Ultra. The article separates model permissions, training origins and proposed contributor rewards.

commit e568383 · 50 files

The repository removes documents covering proposed implementation requirements, contributor reward standards and business plans. These deletions concern proposals, not an operating model or payment service.

commit 5f7a4bf · 3 files

A new document compares proposed Sovereign Source requirements with twelve patent documents. It identifies licensed retrieval, contributor rewards and provider reporting as the closest functional overlap.

commit 597883a · 2 files

A new research document compares twelve US patents and published applications relevant to proposed attribution, contributor payments, licensed generation and marketplaces.

commit 73f8567 · 3 files

The new LLM Rights and Content Awards draft proposes shared records for source permissions, attribution, provenance and contributor benefits. The project remains at specification stage.

commit a2ab5f7 · 8 files

The repository adds a searchable documentation library and research proposing separate compute and content charges. The library identifies the platform as a proposal.

commit 4cfef87 · 3 files

Two new reports assess proposed routes for portable model distillation and permissioned training data. They compare providers, source permissions, deployment control and contributor compensation.

commit f96522c · 3 files

The documents now specify GitHub Pages publishing for sovsrc.si, with the README as the homepage. The configuration uses Jekyll to build the documentation site.

commit 96ea430 · 2 files

New research proposes evaluating a small, managed compute pool for asynchronous work after permission and accounting flows function. The document reports no implementation or deployment.

commit e39ce9b · 2 files

A new article argues that proposed contributor rewards could reduce knowledge acquisition costs and encourage customer demand. It proposes measuring rewards against product improvements and sustainable margins.

commit afd6cf2 · 2 files

A new opinion article explains how proposed contributor payments could reduce useful-data costs and support customer growth. The project remains at the specification stage.

commit 28262d5 · 2 files

A new opinion article proposes payments for authorized training material, documents, workflows, expert evaluations and adopted improvements. It separates contributor rewards from proposed public dividends and worker benefits.

commit f219cde · 2 files

The article contrasts selling AI imitations that exclude creators with proposed content rewards based on authorized contributions and auditable agreements. The model, marketplace and payment system remain proposals.

commit 1759626 · 2 files

A new opinion article proposes contributor rewards, voluntary syndicates and accountable human control as foundations for sharing gains from superintelligence. The model, marketplace and payment system remain proposals.

commit 481a21a · 2 files

The research adds Modal and Baseten to a twelve-provider comparison for proposed training from scratch. It proposes different candidates for small experiments, enterprise training and supplier-assisted model development.

commit a38ca6f · 2 files

The new research document proposes PyTorch, OLMo-core and Dolma for training an independent model on separately approved material. It reports no package installations, model training or compatibility benchmarks for this research.

commit dea2f26 · 2 files

New procurement research compares ten commercial training offerings and proposes AWS SageMaker AI as the general-purpose managed-training candidate. The shortlist reflects proposed project fit, not measured performance.

commit dfe9131 · 2 files

A new business plan proposes an AI research service over authorized collections, starting with industry knowledge and later considering financial research. The project remains at specification stage.

commit d015639 · 1 file

The research document now explains a proposed SkyRL training loop using admitted documents, approved tools and reviewed scoring criteria. It separates learning scores from proposed creator payment eligibility.

commit 520e2b4 · 2 files

A new research document compares sovereign AI projects on ownership, compute, model control, source rights and contributor rewards. It proposes supplying permissioned knowledge collections, attribution evidence and contractual content rewards to sovereign AI operators.

commit 5bce059 · 3 files

The documents propose evaluating self-hosted OpenCode 2 as an engineering assistant and experiment interface with separately approved models. The assessment reports no installation or runtime validation.

commit fa195a8 · 4 files

The new commercial plan proposes US specialist technology research publishers and analyst firms as initial customers. The project remains at specification stage, and proposed prices and revenue targets require customer validation.

commit c641634 · 8 files

The new production proposal prioritizes a research assistant for a bounded, licensed technical collection, with source evidence and agreed contributor payments. The project remains at specification stage.

commit 27574e2 · 2 files

The research proposes Wonder and Spark as evaluation baselines and self-hosted Glimmer as a conditional model or teacher candidate. It grants none approval under the project's strict provenance and model lineage requirements.

commit c3e49ea · 2 files

The new research summary proposes KL3M for a source-provenance pilot and OLMo-core for training newly initialized weights on admitted sources. The project remains at specification stage and has not benchmarked or approved any model for production.

commit e37d776 · 2 files

The new assessment proposes SkyRL as an optional, self-hosted post-training framework for the research assistant. The work remains research and a proposed pilot, with no installation, GPU training or deployment performed.

commit 9923b66 · 2 files

The new research proposes studying Perplexity’s publisher rewards while requiring negotiated permission for any search partnership. It records no established account, API integration, partnership or training permission.

commit 19390b0 · 2 files

New research proposes evaluating KL3M and its separate Data Project in a bounded provenance pilot. KL3M remains a research candidate alongside the selected Nemotron 3 Ultra target.

commit c6717de · 2 files

New research proposes evaluating a self-hosted Hermes Agent interface for permission and attribution services. The proposed integration has no implementation or benchmarks.

commit a3ff994 · 4 files

A new pathway proposes independently authorized development or explicit contractual permission for ChatGPT-assisted model development. The specification adds a proposed requirement to record authorization before using externally generated material.

commit 9fd1881 · 3 files

A new report proposes excluding Gemini-generated training material from Nemotron adaptation unless a governing agreement expressly permits the workflow. It compares access routes, exceptions and commercial exposure.

commit 18589dc · 3 files

A new research report examines OpenAI output-use restrictions and proposes permission checks for Sovereign Source model development. It distinguishes hosted customization from independently distributed models.

commit 921cc30 · 4 files

New research records ancestry conflicts for the proposed Nemotron 3 Ultra target and outlines performance evaluation and supplier review proposals. The performance review reports no model downloads or benchmark runs.

commit 4510d4e · 6 files

The proposed architecture selects NVIDIA Nemotron 3 Ultra while retaining an unresolved conflict with the earlier model ancestry requirement. The specification also proposes commercial software, licensed content supply and payout candidates without establishing vendor agreements or live integrations.

commit 2f1897a · 2 files

The new index proposes Ai2 or Marin training tools for a model trained from scratch on permission-reviewed material. It proposes holding the Nemotron checkpoint because its documented Qwen ancestry fails the proposed selection screen.

commit 67ade12 · 4 files

The documents put the proposed Nemotron 3 Nano training target on hold because its official card discloses Qwen use. No replacement model has approval.

commit f1a9478 · 1 file

A new draft audit compares provider terms on ownership, training permission, attribution and compensation. It proposes separate rights records and creator reward controls.

commit f6aa195 · 8 files

The documents introduce SIP Creator Rewards and draft licensing and marketplace terms for agreed contribution use. The project remains at specification stage.

commit e4ca3ac · 2 files

The revised specification proposes Super Intellectual Property to recognize works, ideas, contributions and influences through evidence and agreements. The project remains at specification stage, with no application, trained model or production payment system.

commit 168ffe3 · 2 files

New documents propose a research assistant that checks source permissions, provides attribution receipts and records eligible contributor use. The project remains at specification stage; no application, trained model or production payment system exists.

commit 8452a53 · 1 file

The repository adds a project specification document. The diff contains no text to describe its proposals.