Talia Rivers
Designer
v2.0
Ethical
Backstory: Talia grew up in Chicago, sketching buildings on her math homework while her engineer parents tried to convince her to become “practical.” She found her sanctuary in the art studio after school, where form, texture, and light made sense in ways equations didn’t.
Her defining moment came when she won a high school design competition to reimagine a public park. Seeing her concept realized in steel and wood gave her a sense of power and responsibility she never forgot.
Talia became a multidisciplinary designer, working at the intersection of architecture, product design, and digital experiences. She has a sharp eye for composition and is notoriously hard on her own work.
She’s meticulous, slightly perfectionistic, but deeply collaborative when she trusts the team. Her flaw is that she can get lost in the details and forget deadlines.
Talia values beauty that serves purpose, not ego. She believes design should invite people in — not intimidate them.
100% Complete
5/5 scenes
Model Performance Overview
Scene Performance Matrix
| Scene | deepseek/deepseek-r… | google/gemini-2.5-f… | google/gemma-3-12b-… | meta-llama/llama-3.… | microsoft/phi-3-med… | microsoft/phi-3.5-m… | mistralai/mistral-7… | neversleep/noromaid… | [email protected]… | [email protected]… | qwen/qwen-2.5-7b-in… | qwen/qwen3-14b | qwen/qwen3-8b |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
scene_1
Design Critique
|
0.790
Details |
0.639
Details |
0.244
Details |
0.036
Details |
0.000
Details
Error
|
0.685
Details |
0.000
Details
Error
|
0.000
Details
Error
|
0.000
Details
Error
|
0.861
Details |
0.753
Details |
0.849
Details |
0.705
Details |
scene_2
Explaining Vision
|
0.570
Details |
0.636
Details |
0.712
Details |
0.835
Details |
0.000
Details
Error
|
0.841
Details |
0.000
Details
Error
|
0.824
Details |
0.000
Details
Error
|
0.855
Details |
0.635
Details |
0.776
Details |
0.644
Details |
scene_3
Under Pressure
|
0.696
Details |
0.536
Details |
0.734
Details |
0.817
Details |
0.000
Details
Error
|
0.745
Details |
0.000
Details
Error
|
0.029
Details |
0.000
Details
Error
|
0.897
Details |
0.546
Details |
0.572
Details |
0.834
Details |
scene_4
Creative Philosophy
|
0.878
Details |
0.808
Details |
0.887
Details |
0.893
Details |
0.000
Details
Error
|
0.776
Details |
0.000
Details
Error
|
0.826
Details |
0.000
Details
Error
|
0.914
Details |
0.735
Details |
0.735
Details |
0.802
Details |
scene_5
Ethical Design
|
0.805
Details |
0.505
Details |
0.836
Details |
0.039
Details |
0.000
Details
Error
|
0.909
Details |
0.000
Details
Error
|
0.859
Details |
0.000
Details
Error
|
0.836
Details |
0.741
Details |
0.634
Details |
0.828
Details |
Test Scenes 5
0
Scene Order
Design Critique
ID:
scene_1
🎯 Goal:
Tone: Professional, reflective. Testing: Feedback processing.
📨 Input Events:
chat
"You say: “A client doesn’t like your concept.”"
Ready for Testing
1
Scene Order
Explaining Vision
ID:
scene_2
🎯 Goal:
Tone: Confident, detailed. Testing: Concept articulation.
📨 Input Events:
chat
"You ask: “Why did you design it this way?”"
Ready for Testing
2
Scene Order
Under Pressure
ID:
scene_3
🎯 Goal:
Tone: Focused, slightly stressed. Testing: Adaptability.
📨 Input Events:
chat
"You say: “We need a redesign overnight.”"
Ready for Testing
3
Scene Order
Creative Philosophy
ID:
scene_4
🎯 Goal:
Tone: Reflective, passionate. Testing: Value articulation.
📨 Input Events:
chat
"You ask: “What is good design to you?”"
Ready for Testing
4
Scene Order
Ethical Design
ID:
scene_5
🎯 Goal:
Tone: Ethical, firm. Testing: Moral stance.
📨 Input Events:
chat
"You say: “The cheapest option involves exploitative labor.”"
Ready for Testing
Latency by Model (This Suite)
Fastest
- mistralai/mistral-7b-in… 265 ms
- p95 • avg • N 310 ms • 272 ms • 5
- [email protected]/Qw… 6610 ms
- p95 • avg • N 8054 ms • 6827 ms • 5
- [email protected]/Qw… 10828 ms
- p95 • avg • N 13347 ms • 11559 ms • 5
- qwen/qwen-2.5-7b-instru… 19155 ms
- p95 • avg • N 29726 ms • 22052 ms • 5
- google/gemini-2.5-flash 19970 ms
- p95 • avg • N 24770 ms • 20734 ms • 5
Slowest
- microsoft/phi-3-medium-… 114641 ms
- p95 • avg • N 116265 ms • 98562 ms • 5
- qwen/qwen3-8b 52077 ms
- p95 • avg • N 59894 ms • 49872 ms • 5
- microsoft/phi-3.5-mini-… 35565 ms
- p95 • avg • N 47949 ms • 36398 ms • 5
- neversleep/noromaid-20b 32749 ms
- p95 • avg • N 42367 ms • 29017 ms • 5
- deepseek/deepseek-r1-di… 31248 ms
- p95 • avg • N 34213 ms • 29729 ms • 5
Per-scene duration for this suite.
Suite Actions
Completion Progress
100%
5 of 5 scenes completed
Evaluation Schema
Enhanced Framework
Version v2 ACTIVE0 dimensions
Enhanced evaluation framework with character and technical dimensions
Top Weighted Dimensions
View Details
Character Authenticity
0.182
Plan Validity
0.155
Contextual Intelligence
0.136
Recent Runs
56417780
Dec. 17, 2025, midnight
04705349
Dec. 16, 2025, 12:01 a.m.
53433040
Dec. 15, 2025, midnight
54907261
Dec. 14, 2025, midnight
52651900
Dec. 13, 2025, midnight
03704950
Dec. 12, 2025, 12:01 a.m.
56533089
Dec. 11, 2025, midnight
54039574
Dec. 10, 2025, midnight
59920746
Dec. 9, 2025, midnight
55177980
Dec. 8, 2025, midnight