A SOCIAL RESEARCH STUDIO

Intelligence at work.
Time to live.

equilibri

Exploring the humanities of AI through time, attention, choice and relationships. Reimagining work to make room for a fuller life.

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LIVE PROJECT DIRECTED BY TRUDY HALLRead the argument
THE POSITION

Work should leave room for a life.

A hybrid life means having room for work, rest, relationships, care and personal interests within the same day. Whether someone works independently, earns a salary or works shifts, the central question is how much say they have over the shape of that day. equilibri approaches AI through the humanities: questions of meaning, dignity, freedom and how we live together. UNESCO’s AI ethics principles place human dignity, fairness and ecological well-being at the centre. UNESCO · Recommendation on AI Ethics

What makes a different rhythm possible? AI agents—systems that carry out several steps toward a goal—can handle parts of some tasks. Where time is genuinely saved, clearer boundaries could protect it for learning, rest or life beyond work. For hands-on roles, predictable schedules and protected breaks offer another route. These possibilities depend on practical support and workable agreements. The ethical question is who gets to choose, and whether anyone else bears the cost. The meaning of work

Why does it matter? Time makes room for friendship, care, movement, curiosity and doing something without needing to justify its usefulness. A six-month study of employees working shorter weeks with maintained pay found improvements in burnout, job satisfaction and reported health. The organizations volunteered, and the findings do not establish the same result for every job or independent practice. They support treating quality of life as a serious aim when work changes. Fan et al. · Nature Human Behaviour, 2025

01 / THE ARGUMENT

When work gets faster,
what gets better?

Seven questions explore the human experience of AI: time, meaning, choice, connection, attention, access and ecological responsibility. Work–life balance runs through them all. The aim is to understand how tools might support a life people can shape, and which boundaries need protecting.

01 / TIME

Who gets the time we save?

If a task takes an hour less, what happens to that hour? It might become another assignment, time to learn, a conversation or a genuine pause. Independent workers, employees and shift workers have different control over that choice. Count the whole task, including instructions, checking and corrections. Several agents running at once may finish sooner while still occupying someone’s attention. Time saved becomes meaningful when a person can decide how to use it.

The evidence points in different directions. A 2026 research paper, not yet peer-reviewed, surveyed 5,512 Korean workers and reported time savings and more leisure during the working day among recent generative-AI users. Berkeley researchers, observing one technology company over eight months, found broader responsibilities and work spilling into pauses. The methods differ, so neither tells us what will happen everywhere. They show why the use of saved time deserves as much attention as the speed of the tool. Suh & Oh · preprint, 2026 Ye & Ranganathan · Berkeley Haas, 2026

Begin with a clear sense of when the work is finished, including checking and revisions. Then ask what any savings could make room for: an unhurried lunch, learning, care or a reliable stopping point. Some boundaries can be set personally; others need agreement with clients, collaborators or employers. The test is whether people gain usable time without hardship or pressure passed to someone else.

equilibri asks: how can time saved become time people are free to use?

Research & its limits / time

Where researchers found time savings

A randomized experiment across 66 firms and 7,137 knowledge workers tested access to AI in familiar workplace applications. In the second half of the experiment, workers given access who used the tool spent about two fewer hours a week on email and worked less outside regular hours. Researchers found no detectable change in the amount or mix of tasks. The study supports savings on particular activities; it does not show a general shift to leisure or test coworking. Dillon et al. · American Economic Review: Insights, forthcoming

More leisure during work? Early findings

In Suh and Oh’s survey, recent users reported 3.8% less active working time on average. The estimated reduction across the workforce, including non-users, was 1.4%. Users’ reported share of leisure during work rose by 1.3 percentage points. These are survey estimates from Korea, not recorded time logs or results from a randomized experiment. Experiences of fulfillment also varied: less active work does not necessarily mean a better job. Suh & Oh · methods and results, 2026

When faster tools lead to more work

Berkeley’s ongoing workplace study describes expanding tasks, fewer clear stopping points and overlapping AI workflows. Separately, an NBER working paper links occupations more exposed to AI with longer workdays and less leisure in U.S. time diaries. A job’s estimated exposure is not a record of someone using an agent, and an association does not prove cause. These findings make workload agreements an important part of testing AI’s benefits. Jiang et al. · NBER working paper, 2025

Why saved time can be hard to measure

In February 2026, METR judged its follow-up developer experiment unreliable as an estimate of current speed gains. Who took part and how to count time across simultaneous agents both complicated the results. The lesson is to compare complete workflows, separate human effort from machine running time and explain which tasks were tested. A reported speedup alone cannot tell us how much leisure becomes available. METR · methods update, 2026

Machine running time is not always free time

Anthropic’s February 2026 analysis found a median Claude Code turn—a stretch of activity before handing control back—of roughly 45 seconds, while the longest-running end of the distribution exceeded 45 minutes. Some tasks therefore offer long unattended intervals, but that is not typical of every task. A machine running independently does not, by itself, establish that a person has saved time or can take a break. Anthropic · observational product research, 2026

Shorter weeks by agreement

A six-month four-day-week study followed 2,896 employees in 141 organizations, with 12 comparison companies. Shorter hours with maintained pay were associated with better reported well-being. Organizations volunteered to participate, so the study was not randomized. It examines a deliberate change to working arrangements, rather than AI adoption. Fan et al. · Nature Human Behaviour, 2025

Speed still needs a quality check

A review combining 106 experiments found that people working with AI performed better than people alone on average, but worse than whichever performed best alone: the person or the AI. Results varied by task. Any claim of saved time therefore needs to include checking, correction and coordination while keeping the required quality of work consistent. Vaccaro et al. · Nature Human Behaviour, 2024

02 / MEANING

What is worth keeping human?

A task can be useful for more than its result. Writing may clarify a thought; making something may develop a skill; a difficult conversation may deepen understanding. Before handing a task to AI, ask which part is a burden and which part matters to the person doing it. Faster completion is one value among others.

For an independent project, that may mean keeping the exploratory work and delegating routine preparation. For an employee, it may mean having a say in which skills to practise and which tasks to hand over. In hands-on work, it may mean protecting the time and attention that care or craft requires. These are choices to explore with people, rather than a single rule about what should be automated.

The humanities bring questions of purpose and experience into that choice. What do we learn by doing? What makes an activity feel like our own? Which encounters deserve attention without being measured for efficiency? AI ethics also asks who can refuse a tool, whose work is acknowledged and who remains responsible for the result.

equilibri asks what people want to retain, not only what a system can take over. A worthwhile tool should leave room for curiosity, skill, authorship and the freedom to stop.

Research & its limits / skills and choice

Capability and preference are different questions

Stanford’s WORKBank compares responses from 1,500 workers across 104 U.S. occupations with expert assessments of AI capabilities. Preferences for human involvement varied. This survey-based preprint maps what people want to delegate; it does not demonstrate that any particular arrangement makes work more meaningful. Shao et al. · WORKBank, 2025–2026

Keep space to develop judgment

In a survey of 319 knowledge workers, greater confidence in generative AI was associated with less reported critical thinking. Workers described a shift toward checking, combining and managing outputs. The study did not establish lasting skill loss. It invites a practical question: which parts of a task help someone learn the judgment they will later need? Lee et al. · CHI, 2025

The practical foundation / security and access

Time away is harder to use when basic needs are insecure. Income remains a condition of the proposal: balance should not depend on accepting financial hardship. Employees and independent workers face different constraints, and the research does not support a universal promise that AI raises earnings.

A Danish study found changes in tasks but no detectable average effect on earnings or recorded hours in the two years after ChatGPT’s launch. A separate study found short-term employment and earnings losses among highly exposed freelancers on an online platform. These findings explain why financial security remains a safeguard when evaluating quality of life. Humlum & Vestergaard · NBER working paper, revised 2026 Hui, Reshef & Zhou · Organization Science, 2024

03 / HUMAN CONTROL

Keep the power to question and stop.

Being “in the loop” means little unless a person can understand, question and stop a decision. Permission to read information, draft a message, recommend an action and carry it out should be separate. People affected by important decisions need an explanation and access to human review. The organization using the system must take responsibility, rather than leaving the last reviewer to answer for failures they could not prevent.

The U.S. National Institute of Standards and Technology (NIST) warns that people and AI working together can amplify bias. A human signature alone is not protection. Its framework calls for clear responsibilities and input from affected people. equilibri proposes permissions that can be withdrawn, recorded reasons for important decisions and paid time to challenge results without penalty. These are safeguards to put into practice, not a guarantee that oversight will work. NIST · AI RMF, Appendix C, 2023

People also need the knowledge to recognize a mistake. In a survey of 319 knowledge workers, greater confidence in generative AI was associated with less reported critical thinking. Workers described a shift toward checking, combining and managing outputs. The survey did not show lasting skill loss. It raises a practical question: how will people keep learning the skills they need to check the machine? Lee et al. · CHI, 2025

equilibri proposes paid practice, independent checks and mentoring. Trust should grow from reliable performance on a particular task. Fluent language or a friendly interface cannot establish that a system is responsible or cares about the person using it.

Research & its limits / choice

Stanford · whose work is being redesigned?

Stanford’s SALT Lab and Digital Economy Lab built WORKBank using responses from 1,500 workers across 104 U.S. occupations and expert assessments of AI capabilities. It compares what workers want to hand over with what agents can do, finding varied preferences for human involvement. Capability and consent are separate questions. This is a survey-based paper, revised in 2026 and not yet peer-reviewed, rather than a trial of workplace outcomes. Shao et al. · WORKBank, 2025–2026

King’s College London · choice matters alongside location

Surveys and interviews with UK workers examined office-return policies, choice of work location and well-being. Unclear or inconsistently applied rules could weaken people’s sense of choice even when flexibility remained. Office time itself was not linked to better well-being. The findings describe employee experiences; they do not come from randomly assigning people to offices or coworking spaces. Clinton et al. · Human Resource Management, 2026

Further evidence

A 2025 study of 16,422 university-educated, full-time workers across 40 countries found that home working had broadly stabilized after its earlier decline. The pattern varied considerably by region. Aksoy et al. · PNAS, 2025

At Trip.com in China, a randomized trial gave some employees two home-working days a week. Across 1,612 participants, that hybrid arrangement cut resignations by a third without detectable harm to performance. Bloom et al. · Nature, 2024

The international survey describes graduate employees, not the entire global workforce. The Trip.com trial tested a specific hybrid schedule at one company; it did not test coworking spaces.

04 / SHARED SPACES

Make room to think together.

A shared place could connect independent workers, remote employees and people from different fields. Someone might question an assumption, discuss an unfinished idea or pass on knowledge learned through experience. Company and perspective can matter without everyone sharing an employer or schedule. Bringing people into one room does not guarantee this: thoughtful hosting and the freedom to take part or work privately remain essential.

Studies of scientific collaboration, idea generation and wider social networks suggest that different kinds of contact serve different purposes. Meeting in person can help some kinds of shared thinking; digital connections can open opportunities beyond a local circle. The question is which setting helps a particular exchange, rather than how often everyone attends.

A workspace could offer paid mentoring, voluntary project discussions and brief peer reviews using non-confidential material. People could compare methods across different kinds of work without making every exchange a sale or unpaid assignment. Newer workers also need ways to develop judgment: one approach worth testing is to define a problem, compare approaches and explain a decision before consulting an agent.

For equilibri, shared places should support learning and the pleasure of being around other people. Meals, music and conversation matter in their own right. Participation should be voluntary, with ways to join remotely.

Research & its limits / connection

Oxford · connection and invention are different achievements

Research co-authored by Oxford’s Carl Benedikt Frey analyzed 20 million papers and four million patent applications. Teams spread across locations were less likely to produce work that broke with existing ideas, and collaborated more on technical tasks than on developing concepts together. The study examines historical records, rather than assigning teams to different settings. It invites closer attention to shared thinking; it does not prove that being nearby is always better. Lin, Frey & Wu · Nature, 2023

Further evidence

Laboratory and field experiments found that pairs on video generated fewer creative ideas than pairs meeting in person, but were no worse at choosing an idea. Generating possibilities and evaluating them may therefore call for different settings. Brucks & Levav · Nature, 2022

Large randomized LinkedIn experiments found that weaker connections—people outside someone’s closest circle—could help people move into new jobs, with limits and differences by industry. A local community should keep connections beyond its membership. Close support and access to unfamiliar opportunities are both valuable. Rajkumar et al. · Science, 2022

Three experiments in an online labor market found that referrals conveyed information about work quality and persistence beyond what employers could otherwise observe. Referred workers also did particularly well alongside the people who recommended them. This supports the value of informed recommendations; it does not prove a coworking advantage or justify making personal connections the only route to opportunity. Pallais & Sands · Journal of Political Economy, 2016

The proposal is to leave room for introductions and unfinished ideas while keeping remote participation available. This is the studio’s interpretation of the research, not a coworking model tested by these studies.

05 / ATTENTION

A break should be a real break.

Several agents may produce work faster than one person can check it. Approvals, corrections and unexpected questions can then fill the day. The useful limit is how much work someone can review carefully, not how many tasks a system can start. Otherwise, a promised break becomes waiting for the next alert.

Reserve checking time before adding simultaneous tasks. In a solo practice, agree response times with clients or collaborators and let the system pause when a decision needs your attention. In a team, arrange explicit, paid cover where needed. Group routine reviews and limit unfinished work. Time away should not depend on silently shifting the load to someone else.

Rest has value without a productivity claim attached. A review combining studies found that short breaks produced small improvements in energy and fatigue, but no significant overall performance gain. It examined brief recovery, not whether watching a running agent counts as leisure. Albulescu et al. · PLOS ONE, 2022

Can someone step away without checking, monitoring or expecting a request? That requires a clear handover or a system that can safely wait.

Research & its limits / attention

MIT Media Lab · the story around a tool changes its use

Researchers at MIT Media Lab and Arizona State University changed how a chatbot’s motives were described before people used it. Those descriptions affected perceived empathy, trustworthiness and effectiveness, as well as the interaction itself. The experiment concerned a mental-health companion, not a workplace tool. The possible workplace lesson is that calling a system an “expert” or “teammate” can shape expectations before its work has been checked. Pataranutaporn et al. · Nature Machine Intelligence, 2023

Further evidence

A review combining results across studies found that short breaks helped people feel more energetic and less fatigued, with small average effects. Overall performance did not improve significantly. Feeling less depleted is already a worthwhile result. Albulescu et al. · PLOS ONE, 2022

A two-week experiment blocked mobile internet on participants’ smartphones while keeping calls, texts and internet access on other devices. Sustained attention and reported well-being improved. It separated being reachable from being continuously online—a distinction worth considering when agreeing when workers need to be available. Castelo et al. · PNAS Nexus, 2025

The phone intervention was temporary and adherence was a limitation. It was not a workplace trial and does not establish the effects of a short phone-free lunch. It supports examining intentional breaks from constant connectivity.

06 / SHARED BENEFITS

Include the people whose work stays hands-on.

The goal is a better balance for everyone, including people whose work must happen in person. The route will differ by job. A desk worker might gain protected time through AI-assisted tasks; a shop worker, carer or cleaner might benefit through more predictable shifts, adequate staffing, paid breaks or shorter hours with maintained income. These are arrangements to negotiate and fund, not benefits technology delivers automatically.

equilibri asks whether time, rest and choice also reach the people who make others’ flexibility possible, including hosts, cleaners and maintenance workers. Affordable places to work, accessible facilities and care arrangements can widen participation. Some changes require employers, clients or public services to act. A humane approach recognizes these conditions rather than treating balance as an individual achievement.

Coworking—a shared workplace used by independent people and employees from different organizations—can offer community and choice, alongside noise, privacy and physical-comfort problems. It is one setting for a hybrid life, alongside homes, workplaces, libraries and public spaces. A membership cannot guarantee income, clients or lighter workloads, and not every job can move to a shared desk.

Look at whose experience improves: who can step away, who gains choice, who carries extra work and who remains excluded. Time should not become a privilege available only to those who can afford it.

Research & its limits / access

Michigan Ross · coworking is already a social arrangement

Research with several hundred U.S. coworking members identified meaningful work, control over the working day and community as reasons people reported thriving. Members valued both connection and privacy. They had chosen their spaces, rather than being randomly assigned, which may help explain the results. The research describes an existing model: people working independently with a recurring community around them. Spreitzer, Garrett & Bacevice · university research summary, 2016

Oxford Internet Institute · the workplace includes its rules

Oxford’s Fairwork project developed ten principles through consultation for its AI for Fair Work report. It asks how workplace rules and conditions should change alongside the technology. This is a proposed framework, not an experiment. For a shared workspace, it suggests agreeing how tools, data and responsibility will be handled as carefully as planning the rooms. Oxford Fairwork · AI for Fair Work

Further evidence

A review of eleven studies found potential coworking benefits for networking, collaboration and productivity, alongside problems with privacy, noise and physical comfort. Evaluation needs to consider both, including people who avoid a space because its sensory or privacy conditions do not suit them. Kinsman et al. · Work, 2024

A separate review connects the quality of working life with hosting, community culture, services and the physical setting. How a place is run matters alongside how it is built: the same floor plan can support very different experiences. Ciccarelli · CIDADES, 2023

These reviews bring together varied, often small observational and qualitative studies. The eleven-study review searched literature in 2020 and first appeared online in 2023. It offers useful design lessons, not proof that every coworking model improves health or employment.

07 / ECOLOGICAL LIMITS

Count the cost of the whole job.

An AI agent may make many searches and repeated attempts to produce one usable result. Count the resources used by the whole job, including failed attempts and human corrections, and compare it with another credible way to do the work at the same quality. Also track total use: when a task becomes cheaper, doing it more often can cancel out the saving.

The International Energy Agency (IEA) reports that global data-centre electricity demand grew 17% in 2025 even as electricity use per AI task declined. Lower use per task can coexist with growing total demand. The data-centre figures include services beyond AI, so they are not a measure of AI’s footprint alone. IEA · Key Questions on Energy and AI, 2026

Ecological sufficiency means meeting the needs of a good life within environmental limits. The Intergovernmental Panel on Climate Change (IPCC) examines how changes in demand and service provision can support well-being while cutting emissions. For equilibri, this points toward reusing buildings, sharing facilities, keeping leisure nearby and choosing computing power to fit the task. These are choices to evaluate, not proven carbon savings. IPCC · AR6 Working Group III, Chapter 5, 2022

Choose a tool powerful enough for the job, set resource limits, reuse valid results and stop when the agreed standard is met. Count travel, buildings and consumption too. More freedom over time is valuable; whether it reduces environmental harm is a separate question to measure.

Research & its limits / environmental impact

What replaces the working hours?

Research using Swedish household consumption and time-use data models how shorter working hours could affect energy use and emissions. Its results depend on income changes and the activities that replace work. Those assumptions cannot be transferred directly to an AI-enabled arrangement that maintains pay. Additional leisure might support walking, reading or shared meals; it might also support more travel and consumption. Nässén & Larsson · Environment and Planning C, 2015

Compare the whole working day

Compare the proposed working day with a clear alternative: travel, building energy, the materials and lifespan of the interior, and the extra digital services used. Track total resource use as well as efficiency per task. Where providers disclose too little information, state what remains unknown. Attractive natural materials and fewer working hours do not, by themselves, establish an environmental benefit.

02 / THE ATLAS

The future of work
has local roots.

Thirty minutes saved becomes more useful when a park, a meal, childcare or a friend is close by. The places around work shape whether flexibility becomes something people can enjoy. How much daily life can fit within reach, without another long journey or expense?

These references offer different ways to connect work with the rest of life: through transport, public services and shared spaces. They are starting points for research and design, rather than a ranking of places or a comparative field study.

EUROPE / MAKING FLEXIBILITY USEFUL

Freedom depends on what surrounds it.

A laptop can make work portable. Transport, care, housing and access to a nearby place to work shape how useful that freedom becomes. Europe’s COST network on new working spaces examined coworking, inclusion and peripheral regions, widening the conversation beyond major cities. COST · CA18214

Eurofound’s work on schedules combining home and workplace emphasizes choice, comfortable and safe working conditions, and discussion between workers and employers. Its reporting also identifies a gap between the flexibility people want and the remote work available. Eurofound · hybrid work, 2025 European trends · 2025

For equilibri, access means the full time and cost of taking part: the journey, care arrangements and household budget, as well as the price of a desk.

SAN FRANCISCO / BAY AREA / THE PACE OF INVENTION

Fast tools still need a human setting.

San Francisco offers a close view of technological invention. The wider region’s Silicon Valley Index records concentrated AI investment alongside pressures on housing and income. Innovation makes the question urgent: how can economic success support a livable working day? City of San Francisco Silicon Valley Index · 2026

The Commons places recurring gatherings and member-led events alongside coworking. In its account, people share a setting for intellectual and social life as well as a place to get work done. The Commons · operator source

For equilibri, a culture that moves quickly also needs lasting relationships and room for independent judgment. Regular peer discussions could examine mistakes and difficult choices without turning every gathering into a pitch.

MANY RHYTHMS OF WORK

A useful model has to adapt. The 2025 Global Survey of Working Arrangements found substantial regional differences, with more home working in English-speaking countries and less in East Asia. The survey concerns university-educated employees; it does not describe every worker or occupation. A shared workspace should respond to local routines rather than assume a single global working day. Global Survey of Working Arrangements · 2025

THREE IDEAS FOR SHARED PLACES

A change of setting, within the day.

LISBON / PORTUGAL

Bring the garden inside.

Second Home Mercado makes plants and natural light central to its workspace. For equilibri, the invitation is to design around living greenery from the outset.

Second Home
ULUWATU / INDONESIA

Make stepping outside easy.

BWork combines workspaces and meeting rooms with a garden and outdoor lounges. The idea to carry forward is a simple transition between concentration and a different pace.

BWork
CAPE TOWN / SOUTH AFRICA

Give the in-between a purpose.

Workshop17’s Kloof Street precinct connects buildings through a courtyard and offers a terrace. Shared outdoor areas suggest another setting for the conversation that continues after a meeting.

Workshop17

These examples draw on the spaces’ own descriptions. They offer design ideas, not measured benefits or accounts of personal visits.

03 / THE PRINCIPLES

Make a better day
part of the agreement.

Four practical agreements for anyone using AI in their work: independently, as an employee or with collaborators. Some choices are personal; others involve people who set deadlines or availability. Revisit them against attention, freedom to choose, workload and time to recover.

Agree what success means.

Define the result, evidence, budget and deadline. Set a finish line for a personal project, or agree it with the client, manager or collaborators involved. Clarify who approves changes and how checking time will be covered.

Set the tool’s limits.

Be clear about what the system may read, draft or do. Use as little personal data as possible. Set access limits, an expiry date and a way to stop it. Test tasks that can be undone before allowing more consequential actions.

Make time to check.

Include checking time in the project’s schedule and cost, using independent evidence. Keep the authority to reject poor results. Limit simultaneous tasks; outside agreed availability, pause the system or arrange paid cover.

Check whether life improves.

Ask whether the arrangement leaves people with more choice, manageable demands and room to recover. Check work quality and resource use too. Listen to affected people and change or stop practices that transfer pressure or harm to others.

ONE POSSIBLE WORKING DAY

Work and leisure, with room between them.

Imagine preparing a research brief, independently or as part of a job. Set the question, a realistic scope and time for review. Plan a break alongside the work; the agent can run or pause during it. Agree deadlines and response times with anyone relying on the result, so time away is clear and respected.

  1. Define the taskAgree the question, sources and quality of evidence. Let the agent prepare a draft; keep publication subject to human approval.
  2. Step awayLet routine questions wait until review time. Take the agreed break, with cover arranged if needed and no notifications to watch.
  3. Return and reviewCheck important claims against original sources. Look for missing information and other explanations. Accept, revise or reject the draft.
  4. Finish and switch offRecord the result, time spent checking and remaining uncertainties. Close the task; agree separately on extra work.

The space needs to support both company and privacy. In two workplace studies, removing physical boundaries reduced face-to-face interaction. An open floor plan alone does not create connection. Bernstein & Turban · 2018

A membership should offer useful facilities and human hospitality. It should also fit into a wider neighborhood of libraries, parks and public places where belonging does not depend on buying a desk.

04 / A PLACE TO TEST THE IDEAS

equilibri, as a place.

A proposed neighborhood coworking space would put work–life balance within easier reach: quiet work, shared learning, a meal, a conversation and a place to pause, without a separate journey for each. It would test whether better work agreements create usable time and whether the shared setting improves how people spend it.

Watercolor coworking concept with a concrete arch, plywood walls and desks, cork flooring, reclaimed timber seating, suspended hemp acoustic panels, salvaged brick patio and solid walkways, with an imagined view of Valencia’s City of Arts and Sciences.
Spatial concept · A shared place for work and life.
THE SPACE

Room to focus. Room to be together.

Adapt an existing building near public transport, with daylight and step-free access. A quiet laptop room would offer comfortable, adjustable workstations, task lighting, power and reliable internet. Enclosed rooms would keep calls and meetings from disturbing others.

A shared kitchen table, reading corner and bean bags would offer a change of pace. Generous planting and carefully chosen furniture would give the interior its character, with a shaded, accessible patio for lunch, conversation or optional outdoor work.

THE DAILY EXPERIENCE

A place to learn from one another.

A paid host would protect quiet hours and offer voluntary introductions and shared meals. Separately funded peer sessions could help people write clearer instructions, compare ways to check AI results and practise responding when a tool fails, using non-confidential examples. Experienced members would be paid for mentoring, with clear terms for any commissioned work.

Personal productivity would stay private. Members could choose whether to join the research and withdraw consent without losing membership. Collect only necessary data, set deletion dates and publish combined findings rather than individual records. Member data and attention would never be sold.

MATERIALS / USE LESS, KEEP LONGER

Concrete

Keep and repair existing concrete where practical. Avoid pouring more for appearance alone. For essential new material, compare product reports on environmental impact.

Plywood

Plywood walls, desks, shelving and shared tables would give the interior a warm, coherent character. Choose reclaimed panels or panels with verified Forest Stewardship Council (FSC) certification. Use low-emission finishes and removable fixings so furniture and walls can be repaired or rearranged.

Cork

Use replaceable flooring and pinboards where suitable. Check the adhesives, emissions and durability. Plan sound control separately rather than assuming cork alone will solve noise.

Reclaimed timber

Give sound salvaged wood another life as tables, shelving or benches. Inspect its condition and previous treatments, and use repairable joints so it can be adapted again.

Hemp

Hemp-based acoustic panels would soften sound around shared work areas and add texture alongside the plywood. Check the binding ingredients, tested sound absorption and fire performance, and how panels could be reused or disposed of.

Salvaged brick

Reuse suitable local brick for patio paving or landscape edges. Check durability, drainage and an even, accessible surface; let the available material shape the design.

Reuse comes first. Claims about lower carbon emissions would need to account for the whole interior, including transport and future replacements. EPA · material reuse EPA · salvage and reuse SAPPA · hemp acoustic panels EPA · embodied carbon FSC · certified products EPA · indoor air

MEMBERSHIP & REVENUE

A place in your working rhythm.

Flexible and dedicated-desk memberships would fund hosting and community activities. Day passes, team packages and meeting-room bookings would depend on available space. Reduced-rate places would need a committed share of revenue or partner funding.

Prices and access rules would be transparent, with membership based on a shared code of conduct.

COSTS & VIABILITY

A foundation for the long term.

Starting costs would include the deposit, building surveys, essential alterations, furniture and a reserve for unexpected expenses. Running costs would cover rent, hosting, cleaning, utilities, insurance and maintenance, including plant care and patio upkeep.

Memberships, rooms and day passes must leave enough after the direct cost of serving members to cover fixed costs such as rent. Estimates should be cautious. Recovering startup spending and keeping enough cash to operate need separate plans.

Test the model before taking a lease

Demand and daily life.

Begin with a small trial in an existing venue, with participants’ consent. Test whether the work agreement helps, then whether the shared setting adds value. Compare similar tasks with and without the agreement and, where possible, across different settings. Record work quality, checking and correction time, time spent waiting on call and protected leisure. Note tool changes and task difficulty so easier assignments or initial enthusiasm are not mistaken for lasting gains.

Take a lease only when demand, financial reserves and the terms are workable. Complete local accessibility, safety and building reviews. Choose plants for the actual light and climate, with clear routes, drainage and a care plan.

Who benefits, and at what cost?

Decide in advance how to assess control over time, fatigue, work quality, social connection and access. Include hosts and support workers. Check financial security as a condition of usable freedom: shorter hours should not hide lost income or unpaid work. Where possible, use a comparison group and report who joined, who left and how experiences differ by occupation. Interviews can illuminate meaning and everyday life; alone, they do not establish what caused a change.

Compare travel, building energy, reused materials and extra computing with a clear starting point. Revise the proposal if leisure shrinks, income after inflation falls, checking erases the gains or burdens move to other workers. Keep research optional and separate from membership, collect minimal data and publish combined findings—including no improvement or harmful outcomes.

A research and design proposal, not an operating venue. The trial and financial model remain to be tested.