Resources

Documentation & Media

Technical documentation, case studies, visual media, and funding context for the Starcaller platform.

8
Oracles
55+
Python Modules
3,400+
Security Lines
14
Live APIs
Docs

Technical Documentation

Architecture overviews, security model, and Oracle reference.

🏗️

System Architecture

Prism Nexus v2 — 8-Oracle orchestration with ICID constitutional governance. The OFP Kernel, Vault, and telemetry pipeline.

Architecture
🔐

Security Model

Zero-trust architecture: memory provenance, cross-oracle signing, injection detection, physical action blacklist, Guardian subsystem.

Security
🧠

Oracle Reference

Complete reference for all 8 Oracles: abilities, rings, invocation patterns, and inter-oracle communication protocols.

Reference
📱

Telegram Bridge

Command reference for the bot interface: /council, /morning, /task, /project, and slash-command integration.

Integration
🌐

API Reference

14 StarTeQ endpoints with authentication, rate limits, and example requests. teq.starcaller.uk

APIs
📜

ICID Constitution

The six constitutional rules governing all Oracle behaviour: SAFETY, PRIVACY, FAIRNESS, TRANSPARENCY, ACCOUNTABILITY, HUMAN DIGNITY.

Governance
Case Studies

Real-World Applications

Starcaller in daily operation — use cases that demonstrate the system’s breadth.

🌅

Morning Briefing

8 Oracles collaborate to produce a personalised daily briefing: weather, news, calendar, health, and security — synthesised by ICID in under 3 seconds.

Daily Use
🏠

Smart Home Security

Shi Gandang screens all IoT device communications. Physical action blacklist blocks dangerous commands at the kernel level regardless of which Oracle initiated them.

Home Automation
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Research Synthesis

Sia cross-references sources against citation networks while Nostradamus identifies trend trajectories. Cited, bias-audited research briefs delivered autonomously.

Research
⚡

Injection Attack Defence

A simulated prompt injection via an IoT temperature sensor was blocked by the input sanitisation layer before it reached any Oracle. Audit record produced in 120ms.

Security
🔍

Memory Provenance Audit

Every vault entry carries an HMAC-SHA256 source tag. An audit trace confirmed a recalled preference originated from direct user conversation, not a compromised device.

Privacy
💼

Financial Advisory

Yhi oracle, enhanced with financial capability, analyses spending patterns against energy-physics models. Physics-grounded recommendations, not generic advice.

Finance
Funding

Innovate UK Frontier AI Discovery

Starcaller is applying for a £100k-£175k grant to fund the transition to true local inference on embedded hardware and to formally evaluate the privacy-preserving architecture.

Closing June 10, 2026

Frontier AI Discovery — advancing the safety, security, and evaluation of agentic AI systems. Academic partners include Imperial College London (AI Security & Privacy Lab), University College London (NLP & Information Retrieval), and the University of Edinburgh (Centre for Technomoral Futures).

The grant funds WP5 (independent evaluation and benchmarking) and the transition from cloud-hosted inference to Jetson-based local inference — making privacy-preserving AI a hardware reality.

For academic collaboration enquiries: sydney@starcaller.uk