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Predictions

Data | Diagrams | Thinkers

What does a world look like that is run by trillions of internet native beings?

The future already exists, we just don't know how to sell it.

Subject Expertise

Can you engineer systems to reliably predict the future?

Convergence of Consensus

General consensus points to a fundamental restructuring of society, work, that demands a fresh exploration of human potential.

We are moving from a world where technical skills and credentials determined success to one where the ability to identify meaningful problems, make sound judgments, and connect authentically with others becomes paramount. A shift towards appreciating old-school values and soft-skill capabilities to prove worth while increasing agency.

In near term we will see dramatic changes in how businesses operate, how education is delivered, and how value is created and captured. The companies and individuals who thrive will be those who embrace this shift, leveraging AI as a tool while doubling down on their distinctly human capabilities.

Automation & Workforce Evolution

Focus: Task automation, workforce transformation, and new economic paradigms.

PredictionConvictionHorizonEvidence/Signs
Data entry and information transfer roles will be fully automated5/5ShortRPA tools replacing manual workflows
AI workflow designers become the highest-paid professionals5/5ShortMapping human processes into AI-augmented workflows
The cost of software goes to near zero5/5ShortAI generating code from screenshots
Small businesses operate with "ghost teams" of automated agents4/5ShortAI tools replacing traditional support roles
Most customer support, including complex multi-step resolutions, will be automated4/5MediumChatbots and AI assistants replacing human agents
AI exposes organizational inefficiencies (flattened hierarchies)5/5ShortMiddle management layoffs at tech giants
The "Billion $ Tight Five" business model emerges5/5ShortFive-person startups leveraging AI to compete with larger organizations

Education Reinvention

Focus: Personalized learning, teacher empowerment, and lifelong adaptability.

PredictionConvictionHorizonEvidence/Signs
Traditional education becomes obsolete4/5MediumWorld Bank study showing AI-driven educational outcomes outperform traditional methods
Tertiary institutions lose relevance for hiring4/5MediumExpertise sourced via LLMs performing better than most professionals
Schools are dis-intermediated by AI tutors4/5MediumSmart teens skipping formal education to build audiences and businesses
AI-driven personalized learning becomes mainstream5/5ShortPlatforms like Squirrel AI gaining traction
Hybrid learning models dominate4/5MediumVR/AR-based education adoption
Lifelong learning platforms powered by AI become standard4/5MediumGrowth in re-skilling initiatives

Human Agency & Empathy

Focus: Personal judgment, emotional connection, and human-centric skills.

PredictionConvictionHorizonEvidence/Signs
Personal agency and judgment become critical assets5/5ShortShift from education-based hiring to problem-solving capabilities
Empathy and human-to-human connection become paramount5/5MediumChatGPT outperforming doctors in diagnostics but lacking human touch
Premium pricing for "human experience" services5/5MediumLuxury sectors growing faster than GDP
Mental health crisis from automation-induced purpose vacuum4/5MediumRising depression rates globally
Humans transition from the prompters to the prompted5/5MediumAgents incentivizing human behavior
Original human thinking becomes a premium4/5MediumAI-generated content creating monoculture of ideas

Business Model Transformation

Focus: New value creation, market dynamics, and economic restructuring.

PredictionConvictionHorizonEvidence/Signs
Finding problems to solve becomes more valuable than coding solutions5/5ShortAI handling technical execution while humans focus on strategy
AI turns service businesses into product businesses4/5MediumNew unicorns emerging with service margins but product scalability
AI creates winner-take-most markets4/5Short6-12 month window to establish dominance in a vertical
The "sketching economy" makes taste and ideation the only scarce resources4/5MediumAI turning sketches into production-ready designs
AI middleman companies between foundation models and industries capture most value4/5MediumBoth ends of the value chain becoming commoditized
AI unbundles search engines, creating billion-dollar vertical opportunities4/5MediumSpecialized search tools emerging across industries

Crypto-AI Ecosystems

Focus: Decentralized networks, tokenized incentives, and autonomous feedback loops.

PredictionConvictionHorizonEvidence/Signs
Trillions of niche Crypto Agents form autonomous feedback loops3/5MediumGrowth of DePIN networks like Helium
Tokenized attention loops replace ad-based monetization4/5MediumSocialFi experiments (Farcaster, Friend.Tech)
Soul/identity tokens become the most valuable human asset4/5MediumProof of Personhood adoption
Cultural systems replace economic incentives as primary motivators4/5LongGrowth in storytelling-based business models
AI-optimized longevity protocols become standard3/5LongEmerging projects like VitaDAO

Infrastructure & Energy

Focus: Physical systems, energy production, and resource allocation.

PredictionConvictionHorizonEvidence/Signs
Manufacturing resurgence through custom AI software3/5MediumTesla's humanoid robot prototypes
Bipedal robots become larger industry than automotive3/5LongAdvancements in robotics technology
Fusion power deployment repurposes coal plants3/5MediumReplacing boilers with advanced energy systems
Super hot geothermal energy becomes cheaper than natural gas3/5MediumAdvancements in drilling technology
AI-driven public transit becomes more convenient than cars3/5LongIncreasing street capacity in urban areas
AI improves mineral and metal discovery3/5MediumEnhanced subsurface scanning technologies

Collective Wisdom

Prediction DescriptionTimeline
AGI AGI might emerge from interconnected agent networks with emergent properties.Not specified
Augmented Workforce AI workflow designers, who map human processes into AI-augmented workflows, will be the highest-paid.Imminent
Augmented Workforce Every professional can leverage five AI interns, similar to hiring junior professionals fresh out of school.3-10 years
AI Infrastructure AI middleman companies between foundation models and industries will capture most value as both ends commoditize.Not specified
AI Software Custom AI tools will become cheaper than hiring humans, even for small businesses.Soon
AI Software Predictive AI will create quiet fortunes, as knowing what will happen is more valuable than generating content.Not specified
AI Software Image generation will birth 1000+ vertical software businesses valued at $1M-$100M/year.Not specified
AI Software Every calendar, inbox, and CRM will be rebuilt from scratch, fully rethought with AI.By 2028
Programming Programming will evolve to a point where everyone can program in natural language, and AI can act as a software intern that grows in seniority over time.Not specified
Mobile Apps The next wave of $100M/year apps will be mobile-first with AI baked in from day one.Not specified
AI Startups The first $1B AGI startup will initially look like a toy, as all world-changing interfaces do.Not specified
AI Startups 80% of the "AI startup" category will look like spam, while the rest become infrastructure.by September 2026
Business Models AI will turn service businesses into product businesses with service margins, creating new unicorns.Not specified
Business Models Consumers will pay for AI tools that provide significant value, potentially more than current models like Google or Facebook.Not specified
Business Acquisition AI will reduce operating costs by 60%, making small businesses attractive acquisition targets, leading to an SMB acquisition frenzy.Not specified
Small Business Every small business will have a "ghost team" of automated bookkeepers, sales agents, and marketers run by one founder and bots.Not specified
Labor Market AI systems managing human workers will restructure labor markets more significantly than the Industrial Revolution.Not specified
Healthcare/Education AI-based tutors and doctors will make expertise essentially free; AI will play a minor role in healthcare, with AI doctors, teachers, oncologists, structural engineers, and accountants becoming commonplace.Next 5 years
Education Schools will be disintermediated by AI; smart teens will skip formal education, build audiences, and become entrepreneurs.Not specified
Advertising The nature of advertising will shift to being more informational as AI filters out emotionally manipulative tactics.Not specified
Marketing Corporate photography will die as AI generates unlimited on-brand imagery for subscription costs.Not specified
Marketing Most marketing will be done by AI; humans will focus on storytelling, vibes, and brand energy.Not specified
Content Creation Creators' back catalogs will be weaponized into competition due to AI, akin to the "mp3 Napster era."Not specified
Content Creation AI-generated content will create a monoculture of ideas; original human thinking will become a premium.Not specified
Market Dynamics AI will create winner-take-most markets, with a 6-12 month window to establish dominance in a vertical.By March 2026
Robotics Bipedal robots will become a larger industry than the auto industry.Within 20 years
Transportation AI-driven public transit will become more convenient than chauffeured cars, increasing street capacity and potentially replacing most cars in cities.By 2050
Transportation Driverless cars will increase congestion.By 2044
Energy Fusion power will become an economic possibility, with the potential to replace coal and natural gas plants by repowering boilers.By 2030
Energy Super hot geothermal energy will become cheaper than natural gas due to advancements in drilling technology.Before 2030
Energy The fastest way to deploy fusion is to replace every coal and natural gas plant.By 2040
Ethics/Privacy An AI backlash will arise from people realizing their digital identities are being used as training data without consent.Not specified
Science AI will accelerate scientific discovery, potentially leading to Nobel Prizes derived from AI alone or AI-human partnerships.In the future
Human-Computer Interaction Computers will learn humans instead of the other way around, eliminating the need for humans to adapt to computer programs.Next 13 years
Design The "sketching economy" will make taste and ideation the only scarce resources as AI turns sketches into production-ready designs.Not specified
Gaming Video game studios will split into agent-driven content farms and boutique studios focused on core mechanics; the middle will disappear.Not specified
Mining There will be abundance in minerals and metals as we improve our ability to find them under the Earth's surface.Not specified
Internet Access The most consumer access of the internet could be agents acting for consumers.Not specified
Healthcare AI is able to digitize yourself to catch disease at inception.Next 5 years
UI/UX AI will kill the homepage, replacing interfaces with dynamic entry points based on user context.Not specified
Search Engines AI will unbundle Google, making every vertical search engine, directory, and comparison tool a billion-dollar opportunity.Not specified
Customer Service Most customer support, including complex multi-step resolutions, will be automated.By 2028

The Journey

What does success look like?

AI will allow us to focus on what we do best: being human. The question is whether we'll collectively use this opportunity to build more humane, equitable systems or simply replicate existing power structures in new technological contexts?

2024-2026

Establishing Foundations

  1. Build agentic infrastructure through decentralized physical infrastructure networks (DePIN)
  2. Establish tokenized reputation systems
  3. Develop cross-chain AI negotiation protocols
  4. Deploy AI-driven personalized learning platforms
  5. Witness the rise of AI workflow designers as highest-paid professionals

2027-2030

Scaling Human-AI Synergy

  1. Deploy phygital (physical + digital) experience layers
  2. Scale autonomous feedback loops powered by trillions of niche crypto agents
  3. Implement universal basic income (UBI) through tokenized AI task systems
  4. Transition from traditional education to AI-driven personalized learning
  5. Witness premium pricing for genuine human experiences and empathy

2031+

Cultural Integration

  1. Achieve full unification of physical and digital worlds
  2. Shift from economic incentives to cultural motivators as primary drivers
  3. Introduce soul-bound AI companions that enhance emotional connection
  4. Witness inner space exploration becoming the primary human frontier
  5. Develop new societal structures based on human agency and judgment