What works in Sydney
All catalogues · Australia profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Sydney
The University of Sydney's 'two-lane' assessment framework redesigned student assessment to replace AI-detection with secure in-person verification of core skills alongside open assessment that expects ethical AI use, embedded across all 2025 coursework. Cicada Innovations, a deep-tech incubator backed by four Sydney universities since 2000, has generated an estimated AUD 8 billion in economic contribution from an initial AUD 20 million public seed investment, with portfolio ventures raising AUD 6.5 billion in capital. The evidence does not quantify broader economic, demographic or policy outcomes across Sydney as a whole.
Drawn from: Australia's WGEA Employer-Level Gender Pay Gap Disclosure (2024) · Tech Savvy Seniors · University of Sydney 'two-lane' assessment for the AI era · Cicada Innovations — Australia's Longest-Running Deep-Tech Incubator · NSWEduChat — AI-Assisted Lesson and Resource Creation for New South Wales Public School Teachers · NAPLAN Automated Essay Scoring Trial — ACARA's Evidence-Based Decision to Keep Human Markers · Sydney Startup Hub — NSW Government Innovation Campus · Gender Gaps in AI Literacy — UNSW's Day of AI Workshop Study on Deepfake Awareness
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
Strengths
Evaluation evidence +64 pts 100 here · 36 average
Efficiency +48 pts 100 here · 52 average
Teacher capability & pedagogy +27 pts 67 here · 39 average
Documented learning +27 pts 100 here · 73 average
Transparency, ethics & data protection +25 pts 75 here · 50 average
Demonstrated reach +25 pts 100 here · 75 average
Curator validation +25 pts 100 here · 75 average
Fire resilience — risk reduction, evidenced +25 pts 33 here · 9 average
Equity & inclusion +21 pts 75 here · 54 average
Effectiveness +19 pts 100 here · 81 average
Impact on gender equality +17 pts 100 here · 83 average
Evaluated outcomes +16 pts 100 here · 84 average
Biodiversity — conservation / improvement, evidenced +14 pts 67 here · 53 average
Gender-mainstreaming embedding +10 pts 100 here · 90 average
Weaknesses
Water & soil — retention, infiltration, erosion control -18 pts 33 here · 51 average
Inclusiveness / equity -24 pts 17 here · 41 average
Score profile vs peers
Coloured bar: Sydney. Grey bar: peer average across the corpus. Both on a common 0–100 scale.
Points compare this place's average on each dimension with the average across all evaluated places, on a common 0–100 scale. Know more
Top good practices here
Australia's WGEA Employer-Level Gender Pay Gap Disclosure (2024) · 96
Tech Savvy Seniors · 88
University of Sydney 'two-lane' assessment for the AI era · 87
Cicada Innovations — Australia's Longest-Running Deep-Tech Incubator · 67
NSWEduChat — AI-Assisted Lesson and Resource Creation for New South Wales Public School Teachers · 67
NAPLAN Automated Essay Scoring Trial — ACARA's Evidence-Based Decision to Keep Human Markers · 60
Sydney Startup Hub — NSW Government Innovation Campus · 48
Gender Gaps in AI Literacy — UNSW's Day of AI Workshop Study on Deepfake Awareness · 47
Each number is the practice's overall 0–100 quality score against its catalogue's rubric. Know more
Recommended to adopt or replicate
Transferable practices from elsewhere that address this place's gaps.
Copenhagen Business Hub (Erhvervshus Hovedstaden) · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Smart City Wien Framework Strategy · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100
- Rated highly transferable
- Backed by strong evidence
SASA! Community Mobilisation Programme against Intimate Partner Violence — Uganda · fit 100/100
- Rated highly transferable
- Backed by strong evidence
Digital Green — Video-Mediated Agricultural Extension · fit 100/100
- Backed by strong evidence
Kartu Prakerja – National Digital Skills and Financial Inclusion Programme · fit 100/100
- Backed by strong evidence
Rwanda's Land Tenure Regularization Programme — Titling Land in Women's Names · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Rated highly transferable
- Backed by strong evidence
Fit estimates how well a practice matches this place, 0 (poor) to 100 (excellent); the list is ordered to favour practices that address this place's gaps. Know more