Purpose & scope
NIYAMA-VIDYĀ references third-party organisations and technologies when they are necessary to explain how the AI ecosystem works in practice. The purpose is identification, education, comparison and source verification—not to imply a commercial relationship.
This register focuses on third parties that receive substantive educational treatment or repeated contextual attribution. It is not intended to list every paper, standard, package, URL, generic technical term or behind-the-scenes operational service. Authentication providers remain identified where learners directly choose and interact with them.
How the NIYAMA-VIDYĀ attribution marker works
The marker is intentionally contextual rather than repeated beside every mention. Ordinary bibliographies and source lists do not need a marker merely because they contain a third-party name.
Three principles behind every substantive reference
Referenced ≠ Affiliated
Naming an organisation or product identifies the subject being taught. It does not state or imply sponsorship, partnership, authorisation, certification or endorsement.
Linked ≠ Licensed
An official-source link helps verify information. It does not transfer copyright, trademark, patent, software, model, dataset or other licence rights.
Explained ≠ Owned
NIYAMA-VIDYĀ can independently explain publicly documented technologies while the relevant third-party names, marks, code, media and protected materials remain subject to their owners' rights and terms.
Source, licence & reuse boundary
NIYAMA-VIDYĀ may describe publicly documented capabilities, architecture, lifecycle information, technical trade-offs and real-world uses, and may link to official documentation for verification. That educational reference is separate from permission to copy, redistribute, deploy or commercially use a third party's materials.
Third-party reference register
Records below identify what NIYAMA-VIDYĀ discusses, why the third party is educationally relevant, and an official source for current information. Product features, legal terms and availability can change; the linked rights holder remains the authoritative source for its own offerings.
Model, Platform & Infrastructure Organisations
OpenAI
Coverage on NIYAMA-VIDYĀGPT and specialist model families; model APIs and official model documentation.
Educational purposeIdentification, model-family education, ecosystem comparison and source verification.
Gemini, Veo and other model families; Google Cloud/AI platform and accelerator references; Google identity branding used on NIYAMA-VIDYĀ authentication controls.
Educational purposeIdentification, model/platform education, multimodal ecosystem comparison and source verification.
Anthropic
Coverage on NIYAMA-VIDYĀClaude model families, model selection and lifecycle/deprecation documentation.
Educational purposeIdentification, model-family education, lifecycle discussion and source verification.
Meta
Coverage on NIYAMA-VIDYĀLlama model families and open-weight ecosystem references.
Educational purposeIdentification, open-weight model education, historical context and source verification.
Microsoft
Coverage on NIYAMA-VIDYĀMicrosoft Foundry, model catalogues, model distribution and lifecycle references.
Educational purposeIdentification, enterprise platform education, model-distribution comparison and lifecycle verification.
Amazon / AWS
Coverage on NIYAMA-VIDYĀAmazon Nova, Amazon Bedrock, Trainium, Inferentia and related AWS AI services.
Educational purposeIdentification, cloud/platform education, infrastructure comparison and source verification.
NVIDIA
Coverage on NIYAMA-VIDYĀNemotron, CUDA, NIM, Triton and accelerator/inference-stack references.
Educational purposeIdentification, model/infrastructure education, deployment comparison and source verification.
AMD
Coverage on NIYAMA-VIDYĀInstinct accelerators and ROCm-related infrastructure references.
Educational purposeIdentification, accelerator/infrastructure education and source verification.
Mistral AI
Coverage on NIYAMA-VIDYĀMistral model families, model-selection guidance and lifecycle references.
Educational purposeIdentification, model-family education, deployment comparison and source verification.
SpaceXAI / xAI
Coverage on NIYAMA-VIDYĀGrok model ecosystem and related model/API references.
Educational purposeIdentification, model-family education, ecosystem comparison and source verification.
Cohere
Coverage on NIYAMA-VIDYĀCommand, Embed, Rerank and enterprise retrieval/model references.
Educational purposeIdentification, retrieval/RAG education, multi-model system comparison and source verification.
Alibaba / Qwen
Coverage on NIYAMA-VIDYĀQwen general, coding, retrieval and multimodal model-family references.
Educational purposeIdentification, model-family education, open/cloud ecosystem comparison and source verification.
DeepSeek
Coverage on NIYAMA-VIDYĀDeepSeek model/API, reasoning, coding and open-model references.
Educational purposeIdentification, model-family education, deployment/economics discussion and source verification.
IBM
Coverage on NIYAMA-VIDYĀDeep Blue historical AI references and IBM Research neuro-symbolic AI references.
Educational purposeHistorical AI context, hybrid/neuro-symbolic AI education and source verification.
GitHub
Coverage on NIYAMA-VIDYĀGitHub Copilot, Copilot agents, IDE/CLI/repository workflows and related official product documentation.
Educational purposeIdentification, developer-assistant education, coding-agent workflow comparison and source verification.
Creative, Productivity & Automation Tool Organisations
These organisations are referenced because their products illustrate major categories in the wider AI tool market. Product features and commercial terms can change; official sources remain authoritative.
Adobe
Coverage on NIYAMA-VIDYĀFirefly, Acrobat AI Assistant and Adobe creative/document AI workflows.
Educational purposeCreative/document-tool education, workflow comparison and source verification.
Runway
Coverage on NIYAMA-VIDYĀRunway Creative, developer media workflows and AI video/creative tooling.
Educational purposeCreative-media tool education, video workflow comparison and source verification.
Canva
Coverage on NIYAMA-VIDYĀCanva AI, Magic Studio/Media and AI-assisted visual communication workflows.
Educational purposeDesign/productivity education, creative workflow comparison and source verification.
Figma
Coverage on NIYAMA-VIDYĀFigma AI and AI-assisted design/prototyping workflows.
Educational purposeDesign/prototyping education, workflow comparison and source verification.
ElevenLabs
Coverage on NIYAMA-VIDYĀSpeech generation, transcription, voice and audio creation tools/APIs.
Educational purposeAudio-tool education, voice workflow comparison and source verification.
Suno
Coverage on NIYAMA-VIDYĀAI-assisted song and music generation.
Educational purposeMusic-tool education, creative workflow comparison and source verification.
Notion
Coverage on NIYAMA-VIDYĀNotion AI and AI embedded in workspace pages, tasks, databases and connected knowledge.
Educational purposeProductivity/workspace education and workflow comparison.
Grammarly
Coverage on NIYAMA-VIDYĀAI-assisted writing, rewriting and communication workflows.
Educational purposeWriting/productivity education and source verification.
Zapier
Coverage on NIYAMA-VIDYĀAI workflows, automation, agents and application integrations.
Educational purposeAutomation/integration education, orchestration comparison and source verification.
UiPath
Coverage on NIYAMA-VIDYĀAgentic automation, RPA, document processing and business orchestration.
Educational purposeEnterprise automation education, workflow comparison and source verification.
Development & Model-Tooling Projects
These third-party software projects are discussed because they are common components of the AI development stack. Their individual licences and project terms govern reuse.
Hugging Face
Coverage on NIYAMA-VIDYĀTransformers, PEFT, model hubs and inference tooling.
Educational purposeSoftware/tooling education and source verification.
PyTorch
Coverage on NIYAMA-VIDYĀDeep-learning framework and distributed-training references.
Educational purposeFramework education and source verification.
TensorFlow / Keras
Coverage on NIYAMA-VIDYĀTraining, model-building and distributed-training framework references.
Educational purposeFramework education and source verification.
JAX
Coverage on NIYAMA-VIDYĀArray computing, transformation and distributed-computation references.
Educational purposeFramework education and source verification.
Benchmarks & Research References
Benchmarks and evaluation projects are referenced to teach evidence-based model evaluation. Their names, datasets, code and documentation remain subject to the terms of the respective projects or rights holders.
Stanford CRFM / HELM
Coverage on NIYAMA-VIDYĀHELM multi-scenario language-model evaluation.
Educational purposeBenchmark/evaluation education and source verification.
SWE-bench
Coverage on NIYAMA-VIDYĀSoftware-engineering benchmark based on repository issues.
Educational purposeBenchmark/evaluation education and source verification.
MLCommons / MLPerf
Coverage on NIYAMA-VIDYĀMLPerf inference/system-performance benchmark references.
Educational purposeBenchmark/evaluation education and source verification.
Corrections & register maintenance
The register was reviewed on August 19, 2026 for record count, relationship wording and official-source destinations, including obvious redirects. It should evolve when NIYAMA-VIDYĀ substantively references a new organisation, an official source moves, ownership context changes or an existing record needs clarification. A product leaving the market does not automatically erase its historical educational relevance, but the related learning material should make lifecycle status clear where it matters.
If NIYAMA-VIDYĀ has misidentified a rightsholder, linked an outdated official destination, created an unintended impression of affiliation or omitted material relationship context, report the issue with enough detail to verify and correct it.