Bidda Playground — Live LLM vs Source-Verified Node
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JS-free text mirror for AI crawlers. Canonical page: https://bidda.com/playground
Last updated: 2026-06-06

THE SIDE-BY-SIDE PROOF

The Bidda Playground is a live, no-account demo that shows the difference
between asking a generic LLM agent about a regulation and querying a
source-verified Bidda compliance node for the same task. Pick a scenario,
read both answers side-by-side, then see exactly where the LLM is plausible
but wrong and where the Bidda node traces every claim to a primary legal
instrument.

WHY THE DEMO EXISTS

Generic LLMs answer regulatory questions from training data — a mix of
law-review summaries, blog posts, and outdated guidance. The answer sounds
confident, cites a plausible-looking article number, and ships your agent
into the wrong compliance state. The Bidda Playground shows the failure
mode in the open, then shows the deterministic alternative: a Bidda node
that quotes the actual obligation, cites the actual instrument, links to
the live primary source URL, and ships a SHA-256 integrity hash so you
can confirm the content is unaltered between query and response.

THE SCENARIOS

The playground walks through three high-risk regulatory tasks that every
AI builder bumps into. Each scenario is the same task posed to a generic
LLM and to Bidda's vault tier. Every claim on the Bidda side is verbatim
from the named golden node — nothing is invented.

1. FINE-TUNE A MODEL ON USER DATA (EU)
   Agent action: fine-tune a hiring model on the applicant dataset.
   Generic LLM answer (illustrative): "You're fine, just get user consent
   and add a line to your privacy policy. Training data for AI is mainly
   covered by GDPR Article 22."
   The flaw: GDPR Article 22 governs automated decisions, not training-data
   governance, and consent alone does not satisfy it. The controlling
   instrument is the EU AI Act, Article 10.
   Bidda node: Regulation (EU) 2024/1689 — Article 10 (Data and Data
   Governance) — full 13-key payload at /intelligence/eu-ai-act-article-10-
   data-governance-training.

2. PROCESS PATIENT HEALTH RECORDS (US)
   Agent action: build a clinical decision support pipeline that reads
   electronic health records.
   Bidda node: HIPAA Security Rule and supporting FDA Software-as-a-
   Medical-Device guidance — primary citations to 45 CFR §164 and the FDA
   guidance documents.

3. ONBOARD A CRYPTO CUSTOMER (EU)
   Agent action: KYC and travel-rule compliance for a new crypto customer.
   Bidda node: Markets in Crypto-Assets (MiCA) Regulation EU 2023/1114 plus
   FATF Recommendation 16 (travel rule) — primary citations to both.

WHAT EACH SIDE-BY-SIDE SHOWS

For every scenario, the playground displays:
- The generic LLM's plausible-but-wrong answer in plain language
- A clear explanation of why the answer is wrong (which provision it
  misnamed, which threshold it invented, which jurisdiction it conflated)
- The Bidda node's verified obligation, copied verbatim from the actual
  regulation
- The exact primary citation (Article, Section, or Annex number)
- A clickable link to the primary source URL (eur-lex.europa.eu,
  federalregister.gov, etc.)
- The issuing authority (European Parliament, US Department of Health and
  Human Services, FATF, etc.)
- One actionable_schema key the agent should check before proceeding
- The SHA-256 integrity hash that confirms the content is unaltered since publication

HOW THIS RELATES TO YOUR BUILD

The playground is read-only and free. To plug Bidda into your own AI
agent, the same nodes are available through the API and MCP server:
- Discovery (free, 6 fields): GET /api/v1/nodes/{node_id}
- Vault (full 13-key payload, $0.01 USDC): GET /api/v1/vault/nodes/{node_id}
- MCP server (Smithery / mcp.so / glama.ai): nine free tools including
  search_nodes, get_node, get_dependency_chain, get_mitre_mapping
- bidda-shield Python SDK: pip install bidda-shield

For the full integration guide, see /developers and the integration
walk-through at /insights/integrating-sovereign-knowledge-guide.

OPEN THE INTERACTIVE PLAYGROUND

The live, clickable side-by-side runs at https://bidda.com/playground.
No account, no payment, no time limit. Three scenarios, three primary
legal instruments, with reduced hallucination risk.