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Tyche Institute

Engage

Research workshops, youth outreach, and evidence-readiness pilots

Tyche Institute runs research-oriented workshops, occasional outreach sessions, and limited research pilots with teams, schools, and community organisations that want AI-assisted workflows to leave better evidence: provenance, integrity hashes, timestamps, model/tool metadata, human review events, delegation chains, and explicit limitations.

Workshop

AI Evidence Engineering for Engineers

A 2-hour or half-day workshop on designing AI workflows that can be inspected later: evidence maps, package sketches, tamper thinking, human oversight events, and implementation next steps.

  • For AI, research, civic-tech, and education-tech teams.
  • Remote or in-person.

Outreach

School and Youth Workshops

A one-day, age-appropriate workshop for schools, youth exchanges, and community organisations introducing AI, classical cryptography, and, where equipment and supervision allow, a BB84-inspired quantum key distribution demo with low-power optics.

  • Designed first for upper-elementary and middle-school groups, with older-student variants where useful.
  • Can be offered pro bono for underserved groups when capacity permits.

Pilot

AI Agent Evidence Readiness Pilot

A 4–6 week pilot that turns one non-confidential AI-assisted workflow into a signed or hash-verifiable evidence package with a reference verifier and limitations memo.

  • Evidence map, schema, sample bundle, verifier, tamper test.

Good fit

  • Research groups publishing AI-assisted artifacts.
  • Civic-data teams that want reproducible public reports.
  • Educational AI teams that want teacher-visible recommendation traces.
  • Schools and youth organisations seeking a careful introduction to AI, cryptography, and quantum-safe thinking.

Boundaries

Our role is research: we do not certify compliance or give legal advice, and a valid signature does not prove that a claim is true. These are research activities of a non-profit institute.

Youth workshops require age-appropriate materials, teacher or organiser supervision, and equipment-safety review before any optical demonstration.

Contact

For a research workshop or pilot conversation, write to [email protected].