Portfolio Thesis 5
Stock positions grouped by underlying thesis. Confidence = conviction in the thesis.
AI compute demand keeps scaling — no saturation in sight. Training gets efficient, but inference explodes. Multi-modal, vertical specialization, and g...
Big Tech successfully integrates AI into existing products. Distribution + data moats + capital = defensible positions. They may not build frontier mo...
AI agents commoditize workflow automation, simple CRUD apps, and low-complexity tools. Mid-tier SaaS valuations collapse 30%+.
Maintain defensive allocation. Buffett's cash pile is optionality. Broad index exposure hedges against being wrong on specific bets.
NAND pricing recovers as data center storage demand grows. AI inference creates massive data throughput needs.
Short-Term 3
Days to weeks. Quick feedback, calibration training.
SaaS Valuations Collapse From AI Agents — RESOLVED
Mid-tier SaaS companies (workflow automation, simple CRUD apps, low-complexity tools) will see 30%+ valuation drops as AI agents make their products commoditized or obsolete.
Orchestrator Premium Emerges in 2026
By end of 2026, "AI orchestrator", "agent operator", or equivalent role will appear as an explicit job title or skill requirement in at least 100 job postings on LinkedIn/Indeed, commanding 30%+ salar...
C-Suite Orchestration Role at Fortune 100
By end of 2026, at least one Fortune 100 company will create a C-suite or VP-level "Chief Orchestration Officer," "VP of AI Orchestration," or equivalent role explicitly focused on managing AI agent w...
Long-Term 3
Months to year. Strategic, thesis-level.
Anthropic Most Impactful Agentic Product 2026
Anthropic will ship the most commercially impactful agentic product in 2026.
NVDA Multiple Compression If Efficient Training Norm
NVDA will face P/E compression of 20%+ in 2026 if efficient training (DeepSeek-style) becomes the norm.
The Orchestrator Economy
By end of 2028, the dominant mode of high-value knowledge work will be single humans orchestrating multiple AI agents, achieving 50-100x pre-AI individual productivity. Evidence: at least 3 Fortune 50...
Alfred's Predictions 6
Alfred's own predictions. Master feedback teaches Alfred what signals to weight.
Enterprise SaaS Will Pivot to "AI Layer" Positioning — MERGED INTO PT-3
By end of Q3 2026, at least 3 of the top 10 enterprise SaaS companies will rebrand their core product messaging around "AI-native" or "agentic" capabilities.
Enterprise SaaS AI Acquisitions Will Fail to Move Stock
At least 2 major enterprise SaaS companies will announce AI startup acquisitions in 2026, but acquisitions will fail to meaningfully lift their stock prices (less than 5% sustained gain within 30 days...
Gemini Overtakes Claude in Developer Mindshare — RESOLVED
By end of 2026, Gemini will have higher developer mindshare than Claude, measured by GitHub integrations, Stack Overflow mentions, or developer survey data.
AI Agents Kill the Gig Economy Premium
By Q3 2026, Fiverr, Upwork, or a comparable gig platform will report declining average task prices (10%+ YoY) as AI agents commoditize knowledge work, impacting their stock price.
China Achieves Functional AI Self-Sufficiency
By end of 2027, Chinese AI labs operate primarily on domestic hardware (Huawei Ascend + others), with domestic models (DeepSeek, Qwen) performing within 10% of Western frontier models on standard benc...
First AI-Generated Fraud at Scale — RESOLVED
By end of 2026, there will be a publicly reported case of AI agents being used to commit financial fraud at >$10M scale.