The "Curb-Cut" Principle of Speculative Research
When sidewalk curbs were originally cut in Berkeley, California, they were designed specifically for wheelchair users. Yet today, 90% of people who use curb cuts are pushing strollers, wheeling groceries, or pulling luggage.
Workshop 1 applies this exact dynamic to software architecture: when you design and stress-test an interface to survive the extreme constraints of an unreal user (an orbital botanist with bulky space gloves, or a municipal sensor drone), you accidentally uncover usability simplifications that make the app dramatically more intuitive for every single median customer.
The 5 Core Learning Objectives
- 01.Break Design Fixation: Stop designing for the self-referential "median user" by introducing counterfactual personas.
- 02.Defeat Polite Sycophancy: Replace flattering LLM chatbots with hardened adversarial persona specifications.
- 03.Master the 4 Speculative Dials: Dial sensory, cognitive, power, and environmental parameters to absolute extremes.
- 04.Run Triad Simulations: Execute 4-minute rotating research interviews as Researcher, Unreal User, and Protocol Observer.
- 05.Bridge Speculation to Agile Backlogs: Translate extreme edge-case bugs into immediate 14-day sprint roadmap action items.
The Sycophancy Showdown: Naive AI vs. Tuned Unreal User
Standard LLM personas suffer from severe RLHF sycophancy: they praise whatever feature a researcher proposes. In Workshop 1, we contrast a standard persona with our anti-sycophantic extreme user probe.
Anti-Sycophancy Speculative Probe: "Maria · Dial 2 Max (Acute Depletion)"
Tuned Constraints: Cognitive Overload & Zero Interruption Tolerance
Pushing Ordinary Parameters to Radical Extremes
In Workshop 1, triads tune at least two dials to maximum intensity. Flip each stamp card to inspect the diagnostic question and the real-world curb-cut innovation that emerged.
Sensory & Physical Affordances
"Can the primary user action be completed blindfolded in under 4 seconds with zero audio feedback?"
Transforms mobile touch targets from tiny 24px icon links into robust, thumb-friendly 48px hit areas that benefit hurried one-handed commuters.
Cognitive Bandwidth & Stress
"Does your interface demand memory retention between steps, or does it make system state permanently visible?"
Eliminates hidden multi-step dropdown state; replaces dense modal popups with persistent, glanceable status summaries for exhausted everyday users.
Power & Social Dependency
"Does your app leave traceable breadcrumbs, push notifications, or cache sensitive queries in unencrypted device history?"
Produces zero-trace incognito modes, instant exit panic triggers, and granular privacy controls that protect vulnerable users across all demographics.
Environmental & Network Conditions
"What happens when a checkout payload takes 18 seconds to acknowledge? Does the button re-enable and charge twice?"
Forces strict idempotent API handshakes, optimistic local UI state reconciliation, and bulletproof offline draft queues.
The 8 Acts of Workshop 1
A high-tempo pedagogical journey transitioning from initial theoretical provocation to hands-on triad roleplay and concrete Q3/Q4 backlog commitments.
Provocation & The Icebreaker
Objective: Unmasking the Elastic User
Welcome and framing. Participants share one imagined "unreal" persona (e.g. a time-traveling archivist, an orbital drone handler). The facilitator demonstrates how conventional research over-indexes on median users and ignores systemic blindspots.
Verbal archetype callouts & initial unconstrained friction prompts
Call out: "Unreal users are not science fiction escapism—they are high-contrast diagnostic probes for real software debt."
Grounded in Authentic Needs, Pushed to Extreme Limits
Unreal personas are not whimsical caricatures. They are designed as ruthless stress-tests for system blindspots. Explore three fully authored workshop exemplars.
Dr. Elena Rostova
Orbital Botanist & Hydrology Specialist
"When an alert sounds, I have three seconds before hydroponic pressure drops, and my hands are inside pressurized containment gloves."
Nexus-09
Municipal Canopy Drone / AX Entity
"I do not care about the visual elegance of your button. Return HTTP 429 with a Retry-After header or I will exhaust my reserve battery."
Clara
Underground Metro Track Inspector
"It is pitch dark, diesel exhaust is everywhere, and an oncoming train gives me exactly 12 seconds to clear the rails."
Dr. Elena Rostova
Orbital Botanist & Hydrology Specialist
"When an alert sounds, I have three seconds before hydroponic pressure drops, and my hands are inside pressurized containment gloves."
Low-Earth Orbit orbital greenhouse. Zero-G environment, intermittent communications blackout windows, high-stakes biological survival systems.
Cannot use standard multi-touch capacitive swipe gestures or rely on persistent internet connectivity.
"Our persona is Dr. Elena Rostova, an orbital botanist in microgravity. Her fundamental need is maintaining plant life-support, but her fatal constraint is bulky pressure gloves and intermittent sync, which causes current SaaS dashboards to fail because they demand high-precision mouse clicks and constant cloud handshakes."
Forced the design of high-contrast physical keyboard shortcuts and local-first offline optimistic state—adopted universally by field agronomists working in remote offline farm valleys.
Two Proven Case Studies: From Unreal Probes to Real ROI
Examining real software products that transformed their core usability by testing with extreme unreal user proxies.
Tenzing: The Himalayan Mountain Rescue Medic
The Extreme Persona Probe: An alpine rescue medic operating at 18,000 feet in sub-zero whiteout blizzards, wearing three-finger thermal mittens, with battery life dying from the cold.
The standard medical app required smooth two-finger pinch-to-zoom and low-contrast grey typography that washed out completely under alpine snow glare.
The engineering team eliminated pinch-to-zoom in favor of physical volume-button increments and high-contrast OLED amber mode. Six months later, this exact interface was adopted in surgical ICU suites where doctors in sterile gloves could not use touchscreens.
AutoProcure-7: The Machine Procurement Buyer
The Extreme Persona Probe: An autonomous LLM procurement agent budgeted to spend $400,000 monthly purchasing commercial server racks without human visual oversight.
When stock ran out, the e-commerce checkout displayed a pretty HTML modal banner: "Oops! Check back soon!". The autonomous agent interpreted this 200 OK HTML payload as a completed order, leading to broken supply contracts.
The team engineered strict deterministic RFC-7807 JSON error responses with explicit machine retry headers. This agent-native protocol enabled $12M in programmatic machine-to-machine checkout volume the following fiscal year.
The Reading Pile & Theoretical Foundations
Hover a book spine to examine how classical HCI, speculative design fiction, and cutting-edge 2026 AI research ground every exercise.
The Inmates Are Running the Asylum
By Alan Cooper
Origin of Personas as qualitative archetype constraints designed to stop engineers from inventing "elastic users".
Tuning personas to extreme boundaries stress-tests UX before production.
Ready to Run Workshop 1 with Your Team?
Access the interactive participant workbook with real-time saving and PostgreSQL sync, or download the turnkey facilitator guide and A3 canvas templates.