{"schema":"betfire.responsible-intelligence.v1","document_type":"responsible_intelligence_policy","version":"1.0.0","published_on":"2026-08-30","status":"public_commitment","owner":"VS Predicts","objective":"Help people make fewer, better-informed, price-disciplined sports decisions while preserving an auditable public record of forecast quality.","principles":["Time-align every fact, market observation, forecast, and publication.","Publish calibrated probabilities and uncertainty rather than winner labels alone.","Attach every actionable instruction to an executable price or line and an expiry.","Treat abstention as a valid and measurable decision.","Preserve wins, losses, pushes, voids, missing evidence, and corrections.","Evaluate VS Predicts and eligible third-party providers under the same published rules.","Protect proprietary implementation while making public claims reproducible."],"prohibited_mechanics":[{"id":"loss_chasing","description":"Language or product behavior intended to recover prior losses through more gambling."},{"id":"frequency_or_stake_escalation","description":"Prompts intended to increase wager frequency, stake size, or continuous play."},{"id":"artificial_urgency","description":"Scarcity or countdown pressure that is not caused by a real price, line, or event expiry."},{"id":"gated_regret","description":"Blurred-winner, missed-winner, or similar regret mechanics used to pressure an upgrade."},{"id":"variable_reward_engagement","description":"Streak rewards, near-miss celebration, confetti, or wagering-volume status mechanics."},{"id":"vulnerability_targeting","description":"Notifications or offers triggered by losses, inactivity, distress, or inferred financial vulnerability."},{"id":"volume_leaderboards","description":"Rankings based on amount risked, wager count, or other measures of gambling volume."},{"id":"automatic_execution","description":"Automatic wager placement or any claim that VS Predicts placed a wager for a user."},{"id":"active_public_leakage","description":"Exposure of active paid instructions through public pages, APIs, caches, metadata, feeds, or crawler surfaces."},{"id":"loss_aligned_compensation","description":"Company or staff incentives tied to user losses, deposits, betting handle, or wagering frequency."}],"required_safeguards":["Separate essential notifications from optional analysis and marketing consent.","Give users channel, sport, quiet-hour, frequency, and one-click pause controls.","Show probability, uncertainty, price, expiry, sample size, and risk in plain language.","Review every material feature for responsible-use impact before and after launch.","Publish policy changes, incidents, corrections, and responsible-product metrics annually.","Require external responsible-gambling and relevant lived-experience review before the paid consumer product exits beta."],"daily_intelligence":{"target":"three_to_five_intelligence_cards_when_supported_by_the_slate","qualifying_instruction_quota":null,"states":["actionable","watch","pass","expired"],"rules":["Only an actionable card may contain an active recommendation.","Watch and pass cards cannot be promoted to fill inventory.","An expired card cannot be rendered as actionable.","Zero actionable cards is a valid daily result."]},"provider_comparison":{"purpose":"Compare evidence and forecast quality using objective, reproducible measurements.","first_release":"VS Predicts and a no-vig market-consensus benchmark only.","no_composite_trust_score":true,"no_paid_ranking_influence":true,"named_adverse_claims_auto_publish":false,"requirements":["Cite the source and preserve the cohort definition.","Separate provider-supplied claims from VS Predicts calculations.","Do not rank incomplete or selectively observable records.","Provide corrections, disputes, and provider responses without erasing prior snapshots.","Require human and legal review before publishing a material adverse named-provider evaluation."]},"business_alignment":{"primary_models":["subscriptions","publisher_and_data_licensing","verified_embeds","research_products","premium_apis"],"prohibited_incentives":["user_losses","betting_handle","deposit_frequency","wager_frequency"]},"public_sources":[{"title":"WHO gambling fact sheet","url":"https://www.who.int/news-room/fact-sheets/detail/gambling","role":"public_health_reference"},{"title":"NCPG Internet Responsible Gambling Standards","url":"https://www.ncpgambling.org/wp-content/uploads/2024/01/Internet-Responsible-Gambling-Standards-Rev.-12-2023-FINAL.pdf","role":"responsible_product_reference"},{"title":"UK Gambling Commission responsible product design","url":"https://www.gamblingcommission.gov.uk/standards/remote-gambling-and-software-technical-standards/rts-14-responsible-product-design","role":"responsible_product_reference"},{"title":"FTC comparative advertising policy","url":"https://www.ftc.gov/legal-library/browse/statement-policy-regarding-comparative-advertising","role":"comparative_claim_reference"}],"canonical_url":"https://betfireai.com/responsible-intelligence","related_public_contracts":{"product_direction":"https://betfireai.com/api/public/product-direction.json","provider_registry":"https://betfireai.com/api/public/providers.json","scoreboards":"https://betfireai.com/api/public/scoreboards.json","settled_history":"https://betfireai.com/api/public/picks/settled"}}