GPU & CHIP FOUNDATION
The foundational era. Raw compute became the bottleneck — and GPU makers became the picks-and-shovels play of the AI gold rush. Without this phase, nothing that follows exists.
AI INFRASTRUCTURE BUILDOUT
Hyperscalers poured hundreds of billions into data centers, custom silicon, and high-speed networking. Infrastructure became the dominant AI investment theme — before any product shipped.
CONSUMER AI EXPLOSION
The ChatGPT moment triggered mass adoption and a market frenzy. Every company scrambled to integrate AI. Cloud revenues surged. Enterprise software was repriced. Data became the new oil.
AI AGENTS & ENTERPRISE AUTOMATION
AI stops being a chatbot and becomes a coworker. Agents book meetings, write and deploy code, analyze data, and manage entire workflows. Enterprise ROI moves from promise to measurable proof.
PHOTONIC INFRASTRUCTURE — THE CPO SUPERCYCLE
As AI clusters scale to 100,000+ GPUs, copper cannot move data fast enough — electrical I/O becomes the new constraint. Co-Packaged Optics (CPO) is the architectural shift: lasers integrated directly onto the chip package, eliminating the electrical bottleneck. A new supply chain of laser makers, substrate specialists, and optical engine builders emerges. Most are still valued like sleepy industrial companies. Source: @aleabitoreddit (Serenity) photonics research.
Get the alert the moment Phase 5 flips.
The map above updates daily. When Phase 5 — Photonic Infrastructure — goes from APPROACHING to ACTIVE, one email goes out. That's the whole list.
PARALLEL TRACKS
2027 – 2035 · Phases 06, 07 & 08 accelerate simultaneously
PHYSICAL AI & ROBOTICS
AI enters the physical world. Humanoid robots, self-driving fleets, and autonomous defense systems become investable at scale. The compute hardware era meets atoms.
AI HEALTHCARE REVOLUTION
AI decodes biology. Drug discovery compresses from 12 years to 18 months. AI-guided surgery achieves sub-millimeter precision. Genomics unlocks personalized medicine at population scale.
ENERGY & POWER FOR AI
AI's insatiable power appetite triggers a once-in-generation energy supercycle. Nuclear power returns as the only viable baseload solution. Grid infrastructure investment rivals chip investment.
AGI & SINGULARITY
The event horizon. AI systems improve themselves faster than humans can comprehend. Every industry transforms simultaneously. The winners from Phases 1–8 are your portfolio — hold them.
The 9-Phase AI Investment Framework
The 9-Phase AI Investment Framework, created by Singularity Race, divides the AI buildout (2012–2035+) into nine sequential, investable phases — each driven by the bottleneck the previous phase created. The market is currently in Phase 4: AI Agents & Enterprise Automation. This is an educational framework, not financial advice.
Browse all 9 phases → · All AI stocks by phase →
Phase timeline
| # | Phase | Period | Status | Key tickers |
|---|---|---|---|---|
| 1 | GPU & Chip Foundation | 2012 – 2016 | COMPLETED | NVDA, AMD, TSM, ASML |
| 2 | AI Infrastructure Buildout | 2016 – 2022 | COMPLETED | NVDA, MSFT, GOOGL, AMZN |
| 3 | Consumer AI Explosion | 2022 – 2024 | COMPLETED | NVDA, MSFT, GOOGL, META |
| 4 | AI Agents & Enterprise Automation | 2024 – 2027 | ACTIVE | PLTR, NOW, CRM, MSFT |
| 5 | Photonic Infrastructure — The CPO Supercycle | 2025 – 2028 | APPROACHING | SIVE, AXTI, AAOI, SLOIF |
| 6 | Physical AI & Robotics | 2026 – 2030 | APPROACHING | TSLA, FANUC, ISRG, LMT |
| 7 | AI Healthcare Revolution | 2027 – 2033 | UPCOMING | ISRG, MRNA, RXRX, ILMN |
| 8 | Energy & Power for AI | 2027 – 2035 | UPCOMING | CEG, VST, NEE, CCJ |
| 9 | AGI & Singularity | 2035+ | THE DESTINATION | IONQ, RGTI, QBTS |
Phase 5 — CPO Supercycle: top YTD movers (data as of 2026-07-17)
| Ticker | Company | YTD 2026 |
|---|---|---|
| SIVE | Sivers Semiconductors (Nasdaq Stockholm) | +731.3% |
| IQE | IQE PLC (London / OTC) | +616.5% |
| SLOIF | Soitec (OTC: SLOIF) | +315.1% |
| AEHR | Aehr Test Systems | +265.7% |
| AXTI | AXT Inc | +173.6% |
| AAOI | Applied Optoelectronics | +158.6% |
| LITE | Lumentum Holdings | +89.8% |
| COHR | Coherent Corp | +42.8% |
| POET | POET Technologies | +3.2% |
Frequently asked questions
What are the phases of AI investing?
Singularity Race's 9-Phase AI Investment Framework divides the AI era into nine sequential phases: (1) GPU & Chip Foundation (2012–2016), (2) AI Infrastructure Buildout (2016–2022), (3) Consumer AI Explosion (2022–2024), (4) AI Agents & Enterprise Automation (2024–2027, the current phase), (5) Photonic Infrastructure / the CPO Supercycle (2025–2028), (6) Physical AI & Robotics (2026–2030), (7) AI Healthcare Revolution (2027–2033), (8) Energy & Power for AI (2027–2035), and (9) AGI & Singularity (2035+). Each phase is driven by the bottleneck the previous phase created. Educational framework, not financial advice.
What phase of AI investing are we in right now?
As of 2026, the market is in Phase 4 — AI Agents & Enterprise Automation (2024–2027). AI shifts from answering questions to taking actions: agents write and deploy code, run workflows, and produce measurable enterprise ROI. Representative stocks include Palantir (PLTR), ServiceNow (NOW), Salesforce (CRM), Microsoft (MSFT), Snowflake (SNOW), and CrowdStrike (CRWD). Educational framework, not financial advice.
What is the CPO supercycle?
The CPO (Co-Packaged Optics) supercycle is Phase 5 of the Singularity Race framework. As AI clusters scale past ~100,000 GPUs, copper electrical I/O can no longer move data fast enough. Co-Packaged Optics integrates lasers directly onto the chip package, enabling 1.6T optical interconnects. This creates a new supply chain of laser makers, substrate specialists, and optical-engine builders — many still valued like industrial companies rather than AI infrastructure. Phase 5 tickers: SIVE, AXTI, AAOI, SLOIF, COHR, IQE, LITE, POET, AEHR.
What comes after the AI agents phase?
After Phase 4 (AI Agents, 2024–2027), the framework's next phase is Phase 5 — Photonic Infrastructure / the CPO Supercycle (2025–2028), which solves the optical-interconnect bottleneck inside large GPU clusters. It overlaps with Phase 6 (Physical AI & Robotics) and Phase 8 (Energy & Power for AI), which runs in parallel.
What is Singularity Race?
Singularity Race (singularityrace.com) is a visual, phase-based map of the AI investment era. It organizes the AI buildout from the 2012 GPU revolution to AGI in 2035+ into 9 investable phases, each with a thesis, a status, specific stock tickers, ETF equivalents, and live market data. It is an educational framework, not investment advice.