BUILDING IN PUBLIC · SINCE JULY 2026

PRISMSAI update history

A crawlable record of architecture, product, knowledge, and live-runtime work.

PRISMSAI 1.0 · App Store release

PRISMSAI is now available on the App Store

PRISMSAI 1.0 is publicly available as a free iPhone and iPad app in supported storefronts outside mainland China. Its official Apple ID is 6801998853.

Release · Apple review

PRISMSAI 1.0 enters Apple review

Build 21 passed Apple upload processing and the complete submission—with designed screenshots, review access, privacy disclosures, and public support pages—is now Waiting for Review.

Memory · Reminder execution

Future-time reminders become a complete task path

Local date, clock time, IANA time zone, strict-future validation, supplemental input, and the real persisted reminder result now stay in one schedule-agent path.

Release · Compatibility gate

Native ABI and Agent releases gain one verifiable gate

The signed App archive defines the ABI; Agent packages declare compatible App ABIs, and a read-only release gate checks both before publication.

Runtime · Agent hot update

Agent fixes can ship without forcing an App update

Signed Agent, Schema, and Skill packages verify and switch atomically, pin one release per task, and keep compatible native builds working.

Identity · Student activation

Student access moves to a roster-gated identity flow

Public registration is closed. Roster-approved official addresses receive single-use activation and recovery mail without storing raw activation tokens.

App Store · Privacy and review

The production listing gains complete review and privacy surfaces

Privacy, Support, Terms, Community Guidelines, account deletion, eight privacy-label categories, and designed product screenshots are ready for review.

Proactive assistance · Today Tip

Today Tip becomes selective, personal, and evidence-aware

The foresight agent creates a cue only when authorized profile, memory, knowledge, time, place, weather, health, calendar, or reminder context makes it useful.

Knowledge · Unified retrieval

Personal, campus, restaurant, and external knowledge share one retrieval contract

A bounded knowledge map, hybrid Top-K retrieval, and on-demand locator recall connect personal and shared sources without overflowing agent context.

Website · Bilingual release

A complete bilingual product site goes live

English becomes the default public edition, with matching English and Chinese product sections, update history, community entry points, structured data, and feedback flows.

Architecture · Privacy and memory

Put the AI hub back on the student's iPhone

PRISMSAI defines the boundary between on-device agents, the stateless model relay, the isolated control plane, provenance-first memory, and consented iOS system capabilities.

iOS · Student workspace

A clearer local-first student workspace

Ask, memory, personal knowledge, agent stages, and task-appropriate text, image, audio, or interactive HTML deliverables move into one persistent iOS workspace.

Runtime · Evidence update

Give every answer a clearer source boundary

Business agents retrieve school and external knowledge before source-dependent answers. Unsupported claims remain stable knowledge gaps instead of model guesses.

Campus OS · Architecture

The student experience becomes iOS-first

The private student assistant moves to iOS while the public website focuses on product architecture, dated updates, feedback, and community.

Testing · Live contract audit

Calibrate the agent runtime with real failures

End-to-end student tests begin treating the actual agent chain, evidence consumption, and final artifact—not a plausible Intake response—as completion criteria.

Knowledge · Source refresh

Move campus knowledge from static files to auditable sources

A full refresh checks 517 URLs, saves 502, and keeps web pages, PDFs, documents, and access errors in distinct inspectable states.

Knowledge · Full-site ingestion

Expand official PRISMS knowledge coverage

Official school ingestion grows to 517 URLs and 592 document pages, updating 286 knowledge objects and 2,407 evidence records.

Runtime · Corrective retry

Replace blind retries with reasoned correction

Agents select a correction skill from the actual stage and failure type, preserve valid work, and rebuild the complete failed object coherently.

Agents · Student-demand loop

Drive Campus OS with multi-domain student work

Continuous scenarios cover courses, dining, clubs, residence life, communication, and campus services with real-source and human-confirmation requirements.

Knowledge · Official sources

Build a traceable foundation for campus facts

The first expanded school-site scan fetches 160 URLs, saves 151, and updates 143 knowledge objects with 932 evidence records.

Knowledge · Course catalog

The 2026–27 course catalog enters the knowledge base

Fifty-eight courses are rebuilt from the official catalog with department, credit, level, recommended grade, offering status, and page-level evidence.