Features & plansStudent AI

Student AI controls

Scenario as of 22 August 2026 · 14:30 IST · Policy revision 42.

Decision simulator Controls update this local preview only. No server policy, audit record, learner access, or external AI-provider dispatch is changed.

Student AI is off

No student-facing AI tools appear and external AI-provider dispatch is denied before it starts. Core Octimo APIs remain available.

Student capabilities

Capabilities stay hidden from students unless every gate allows access.

CapabilityEntitlementLimitEffectiveLifecycle
Contextual hintsai.hint · Current question only EntitlementBase pilot grant Limit10/day Denied
Answer explanationsai.explanation · After feedback release EntitlementBase pilot grant Limit5/day Denied
Open tutor chatai.chat · Not approved for launch EntitlementNo entitlement Limit— Unavailable

Scoped rules

Explicit deny wins. Without a valid matching allow, the fallback result is deny.

ScopeCapabilityEffectValid untilChanged by
Fallback defaultUsed when no valid allow matchesAll student AIDenyNo expirySystem default
Level 5 PilotCohort · 24 learnersContextual hintsAllow rule31 Aug 2026Active at scenario clockS. Kumar · 20 Aug
MayaStudent overrideAnswer explanationsDeny25 Aug 2026Active at scenario clockSafety review · 21 Aug
The cohort allow rule is valid, but Student AI availability is off. No external AI-provider dispatch can start; core Octimo APIs remain available.
Consequential change

Turn on Student AI availability?

This restores evaluation of existing capability lifecycles and scoped rules. A previously configured combination may grant access, so review the impact preview before continuing.

The actor, reason, time, and affected scope will be audited.

Immediate preview impact: 0 learners. Existing lifecycle and scoped rules are evaluated when availability returns.