The Public Good Institute: Learning in Service of Tomorrow.

The Public Good Institute

Learning in Service of Tomorrow.

Learning, research and advisory support for people making consequential decisions in public-serving systems.

Cover of AI, Risk & Public Trust in Human Services

From the Institute · Free briefing

AI, Risk & Public Trust in Human Services

Human oversight, documentation, vendor risk and the questions to resolve before adopting AI.

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What We Are Examining

Questions shaping the next era of public-serving systems.

01 · AI, Governance & Human Judgement
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Inquiry 01

AI, Governance & Human Judgement

How should institutions use powerful technologies without surrendering responsibility?

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02 · Workforce & the Future of Practice
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Inquiry 02

Workforce & the Future of Practice

How do we reduce burden, strengthen capability and preserve the human work that matters?

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03 · Public Trust & Accountability
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Inquiry 03

Public Trust & Accountability

What makes institutions worthy of trust, particularly when decisions are complex, contested or technology-assisted?

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04 · Documentation, Risk & Defensible Practice
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Inquiry 04

Documentation, Risk & Defensible Practice

How can organizations document what matters without allowing administration to overwhelm service?

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05 · Community Authority & Indigenous Data Governance
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Inquiry 05

Community Authority & Indigenous Data Governance

How should systems respect authority, sovereignty, consent and community governance as technology and data use expand?

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06 · Service Design & Implementation
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Inquiry 06

Service Design & Implementation

How do good intentions survive contact with real institutions, real constraints and real lives?

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Flagship National Convening

Future of Human Services Summit Canada 2027

Decisions people can trust.

October 4–5, 2027 · Nanaimo, British Columbia

Two days of evidence, case work and structured discussion, leading to a working decision memorandum and practical next steps.

Participation by application. Venue to be announced. Applications are planned to open in November 2026.

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Lorraine Mlambo

Lorraine Mlambo

Director, Public Good Institute

Lorraine Mlambo is a lawyer, human-services executive and national convenor whose work spans governance, public accountability, technology adoption and complex service systems.

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