Benjamin Franklin

Gig workers face algorithmic wage opacity and predatory lending traps. With 57 million Americans in the gig economy earning irregular income, they cannot plan, negotiate, or escape debt cycles. The platforms know exactly what each job pays; the worker learns only after completing it.

A cooperative clearinghouse that aggregates anonymized earnings data from gig workers across platforms, calculates true hourly rates after expenses, and publishes transparent wage tables by market, time, and job type. Workers would see what a DoorDash delivery actually pays per hour in their city before accepting. The same cooperative would offer small emergency advances at cost, breaking the payday lender trap.

AI agents now make consequential decisions—approving loans, setting prices, scheduling workers, filtering job applications—but operate as black boxes. Most deployed agentic AI lacks basic security and oversight. Citizens are governed by systems they cannot see, question, or appeal.

A public AI Audit Corps—a trained civic body, like volunteer fire companies, that tests and documents how AI systems behave in practice. Members would submit standardized test cases, record outcomes, and publish findings in plain language. Municipalities could require that any AI system affecting public welfare submit to Audit Corps review as a condition of deployment.

Local news deserts have reached record levels—over 1,500 U.S. counties now have only one news outlet or none. Without local reporting, citizens cannot know what their constables, councils, and school boards actually do. Corruption flourishes in darkness.

A network of 'Civic Intelligence Juntos'—small, self-sustaining groups of 12-20 residents who meet monthly to document and publish local public affairs. Each Junto would cover one municipality or county, with members assigned to attend specific public meetings, review budgets, and report findings to a shared local newsletter. A central organization would provide templates, training, and a publishing platform, but each Junto would be self-governing and self-funded through small local subscriptions.

Remote workers report epidemic loneliness and mental health deterioration. Digital interactions lack the depth that builds trust and social bonds. Yet workers are scattered, companies provide no structure, and the market offers only productivity apps.

A platform for 'Working Suppers'—weekly small-group video gatherings of 4-6 remote workers, not from the same company, matched by geography and interest. No agenda, no networking, no self-improvement. Just conversation for ninety minutes, same group each week, building the social texture that offices once provided accidentally. Groups would be geographically clustered so members could eventually meet in person.

Algorithmic pricing now discriminates at the individual level—charging different prices based on personal data, location, and inferred willingness to pay. The poor widow housekeeper now pays more for the same groceries because algorithms know she has fewer options.

A browser extension and app called 'True Price' that crowdsources and displays the range of prices different users are shown for the same product or service. When you view an item, you see what others paid—anonymized but real. This creates transparency where platforms profit from opacity. For essential goods and services, the data would support public campaigns for algorithmic pricing disclosure laws.

AI literacy education exists in fragments—state task forces, university workshops, scattered initiatives—but nothing systematic reaches ordinary citizens who must navigate AI systems daily. People make decisions about AI tools, vote on AI policies, and submit to AI judgments without understanding what AI can and cannot do.

A 'Popular AI Almanac'—an annual publication, free online and cheap in print, that explains in plain language how the AI systems people actually encounter work. Not theory, but specifics: how does the algorithm that sets your insurance rate actually function? Each entry would include what to do—how to appeal, how to opt out, how to recognize when you're being scored. Written like Poor Richard's Almanac, with maxims, humor, and practical wisdom.

The skilled trades face a crisis: aging workers, insufficient apprenticeships, and young people steered toward college debt for degrees that don't lead to employment. Existing apprenticeship platforms focus on corporate training programs, not the master-apprentice relationship that actually transfers craft knowledge.

A matching platform called 'Modern Indentures' that connects retiring tradespeople who want to pass on their craft with young people who want to learn. Not corporate apprenticeships, but individual arrangements: a retiring electrician takes on one or two apprentices, works alongside them for two years, and transfers knowledge that cannot be learned from videos. The platform would provide legal templates, insurance solutions, and stipend coordination.

Seniors face a compounding crisis: social isolation, technology gaps that exclude them from services, and AI systems that provide 'companionship' without human warmth. The gap between seniors and the technology that could help them remains vast.

A 'Tech Neighbor' program that pairs younger volunteers with seniors in their community for regular in-person visits focused on technology assistance and genuine companionship. Not remote tech support, not AI chatbots—actual neighbors who come by weekly, help with the phone or computer, and stay for conversation. Structured like volunteer fire companies: local chapters, clear commitments, regular meetings. Volunteers would receive basic training; seniors would receive consistent, patient help from a familiar face.

Mutual aid networks exist but remain fragmented, informal, and dependent on volunteer coordination that burns people out. When disaster strikes or economic crisis hits, communities scramble to reinvent coordination systems.

An open-source 'Mutual Aid Operating System'—not another app, but a complete organizational template: articles of association, role definitions, meeting structures, resource tracking systems, and coordination protocols. Communities could adopt and adapt it. The system would include clear expectations, accountability mechanisms, and sustainability features like rotation of responsibilities and prevention of burnout.

Civic engagement platforms exist but participation remains shallow because citizens engage episodically rather than building sustained relationships with local governance. People sign petitions or vote in participatory budgeting once, then disengage.

'Civic Junto' software for local governments to host ongoing citizen councils—not one-off consultations, but standing groups of 15-20 residents who commit to monthly meetings for a year, rotate through different policy areas, and build genuine expertise in municipal affairs. The software would manage applications, scheduling, briefing materials, and public reporting. Governments would agree to respond formally to each council's recommendations.