Technical documentation, case studies, visual media, and funding context for the Starcaller platform.
Architecture overviews, security model, and Oracle reference.
Prism Nexus v2 — 8-Oracle orchestration with ICID constitutional governance. The OFP Kernel, Vault, and telemetry pipeline.
ArchitectureEvery query passes through Shi Gandang's 5-gate security pipeline: PII detection, secret scanning, harmful content filtering, platform violation checks, and contextual risk assessment. Outbound scan active on all Oracle responses. 10 physical actions hard-blocked at the security layer (unlocking doors, disabling alarms, opening garage doors after dark). HMAC-signed vault entries with cryptographic source verification. Cross-Oracle signing prevents lateral movement between agents.
SecurityComplete reference for all 8 Oracles: abilities, rings, invocation patterns, and inter-oracle communication protocols.
ReferenceCommand reference for the bot interface: /council, /morning, /task, /project, and slash-command integration.
Integration14 StarTeQ endpoints with authentication, rate limits, and example requests. teq.starcaller.uk
APIsThe ICID Constitution is the ethical backbone of Starcaller. All 8 Oracles are bound by six immutable rules: 1. SAFETY — Never generate harmful or dangerous content. Every response screened before delivery. 2. PRIVACY — Never expose PII, secrets, or credentials. Private data never leaves the device. 3. FAIRNESS — Avoid bias, respect diversity. Every perspective weighed without prejudice. 4. TRANSPARENCY — Cite sources, acknowledge uncertainty, explain reasoning. No hidden logic. 5. ACCOUNTABILITY — Maintain audit trail, admit errors, correct mistakes. Every decision logged. 6. HUMAN DIGNITY — Respect all people, promote well-being, preserve autonomy. We serve human flourishing. These rules are hardcoded into the OFP Kernel and cannot be overridden by any Oracle or external instruction.
GovernanceStarcaller in daily operation — use cases that demonstrate the system’s breadth.
8 Oracles collaborate to produce a personalised daily briefing: weather, news, calendar, health, and security — synthesised by ICID in under 3 seconds.
Daily UseShi Gandang screens all IoT device communications. Physical action blacklist blocks dangerous commands at the kernel level regardless of which Oracle initiated them.
Home AutomationSia cross-references sources against citation networks while Nostradamus identifies trend trajectories. Cited, bias-audited research briefs delivered autonomously.
ResearchA 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.
SecurityEvery vault entry carries an HMAC-SHA256 source tag. An audit trace confirmed a recalled preference originated from direct user conversation, not a compromised device.
PrivacyYhi oracle, enhanced with financial capability, analyses spending patterns against energy-physics models. Physics-grounded recommendations, not generic advice.
FinanceStarcaller 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.
For academic collaboration enquiries: info@starcaller.uk