Voyage / Horizon / Predictions
The Predictions
13 specific claims across 6 domains. Each one has a probability, a base rate, and falsifying conditions. Graded March 2028.
Read the Full ForecastSix Domains
AI Trajectory
Crypto & DePIN
Work Transformation
Healthspan
Geopolitics
Education
Anchor Bets
The spine of the forecast. Positioned March 2026, resolving by March 2028.
| Prediction | Probability | Conviction | Domain |
|---|---|---|---|
| AI agents handle 40% of knowledge worker tasks | 70% | 70% | AI Trajectory |
| AI content becomes commodity; human-curated becomes premium | 80% | 80% | Work Transformation |
| Crypto rails become default for agent-to-agent settlement | 40% | 40% | Crypto & DePIN |
| Healthspan becomes tracked consumer spending category | 75% | 75% | Healthspan |
| Prediction practice separates top-decile performers | 60% | 60% | Education |
| MCP/A2A becomes default agent API -- replaces REST for agent-to-agent | 80% | 80% | AI Trajectory |
| Context graphs become the primary moat -- models commoditize, context compounds | 70% | 70% | AI Trajectory |
All Predictions
13 predictions across 6 domains.
AI agents handle 40% of knowledge worker tasks
By end 2027, AI agents will handle 40% of tasks currently performed by knowledge workers in enterprises with 500+ employees.
Prior automation waves displaced 20-30% of targeted tasks within 5 years of maturity.
10%+ of e-commerce flows through agent channels
By 2028, agentic commerce redirects 10%+ of e-commerce transactions through AI agent channels.
New commerce channels typically capture 5-15% of adjacent market within 3 years of infrastructure maturity.
AI content becomes commodity; human-curated becomes premium
By end 2027, AI-generated content will be indistinguishable commodity while human-curated content commands 3x+ premium pricing.
Every content medium that was automated (stock photos, template websites) saw 70-90% price compression within 3 years.
Crypto rails become default for agent-to-agent settlement
By 2028, crypto stablecoin rails are the default settlement mechanism for autonomous agent-to-agent commercial transactions.
New payment rails take 7-10 years from regulatory clarity to default status. GENIUS Act = year 0.
DePIN networks exceed $50B market cap
DePIN networks collectively exceed $50B combined market cap by 2028.
Infrastructure networks with real revenue grow 3-5x in 2-year bull cycles. Current base: $19B.
Entry-level knowledge worker roles decline 30%
By 2028, entry-level knowledge worker positions (data entry, junior development, administrative) decline 30% from 2025 baseline.
Prior automation waves displaced 15-25% of targeted entry roles within 5 years.
Healthspan becomes tracked consumer spending category
By 2027, at least two major market research firms track 'healthspan' as a named consumer spending category.
New consumer categories take 5-10 years from niche to tracked. Healthspan is at year 2-3.
Principles-based AI regulation outperforms prescriptive
By 2028, countries with principles-based AI regulation (NZ, Singapore) outperform prescriptive-regulation countries (EU) on OECD innovation indices.
Principles-based regulation historically outperforms prescriptive in fast-moving sectors (70% base rate).
Prediction practice separates top-decile performers
By 2027, individuals and organizations with structured prediction practices will demonstrably outperform median peers on strategic decision outcomes.
Tetlock's research showed superforecasters outperform by 60% on average. The practice effect is proven in research — the question is organizational adoption.
MCP/A2A becomes default agent API -- replaces REST for agent-to-agent
By mid-2027, MCP or A2A protocol becomes the default API for agent-to-agent communication, replacing REST for AI-native integrations in 50%+ of new agent projects.
New developer APIs take 12-24 months from launch to majority adoption. MCP launched 2024, 97M monthly SDK downloads already (2025).
Context graphs become the primary moat -- models commoditize, context compounds
By end 2027, competitive advantage in AI-native products shifts from model access to proprietary context graphs. Companies with deeper intent/receipt graphs outperform those with better models.
Platform moats historically shift from infrastructure (compute, models) to data/network effects within 2-3 cycles. We are at cycle 2.
Voice becomes primary UX for AI -- real-time APIs under 500ms latency
By end 2026, voice interaction via real-time APIs (<500ms latency) becomes the default UX for at least one major consumer AI category, replacing forms and chat for specific workflows.
Voice assistant adoption took 5+ years with poor latency. Real-time APIs with sub-500ms response change the equation.
x402 + stablecoin rails become default for agent payments
By 2027, HTTP 402 paywalls and stablecoin settlement become the standard for agent-to-agent commercial transactions, replacing API keys and invoicing for micro-payments.
New payment protocols take 18-36 months to achieve ecosystem fit. x402 leverages existing HTTP semantics which accelerates adoption.
The Process
Every prediction follows the superforecaster protocol: outside view (base rate) + inside view (domain signals) = calibrated probability.
Calibration
Questions
Which prediction do you disagree with most — and what evidence would change your mind?
- If you could only track one domain, which gives the highest decision-relevant signal?
- Which domain intersection is missing — and does its absence reveal a blind spot?
- If three predictions are wrong by 2028, which three teach you the most about how you think?