$NVDA - NVIDIA secured memory supply early by building relationships with suppliers (e.g., Jensen Huang meeting with Samsung CEO), positioning them well during the memory shortage while competitors struggle.
$STARLINK - Starlink is being used successfully for remote connectivity, demonstrating practical real-world utility and adoption.
$AIMODELS - AI coding tools (vibe coding) are enabling non-developers to build functional applications, demonstrating the transformative potential of AI to democratize software development and solve real problems.
$ANTHROPIC - Claude (Anthropic) is delivering superior results compared to ChatGPT for coding tasks, with users experiencing 'holy shit moments' and switching subscriptions.
Bearish:
$MU - Memory oligopoly (Micron, Samsung, SK Hynix) has created conditions for Chinese competition by keeping prices high and not investing quickly enough. Multiple structural headwinds include algorithmic improvements reducing memory needs, disaggregation of inference away from expensive HBM, and inevitable Chinese market entry.
$AAPL - Apple missed the memory shortage entirely, failed to secure supply like NVIDIA did, and had to raise prices awkwardly mid-cycle, suggesting they don't understand what's happening with AI and are delivering 2024 technology in 2026.
$OPENAI - OpenAI's ChatGPT is delivering poor results compared to Claude for coding tasks, and their product marketing is confusing with ChatGPT and Codex being separate when they should be integrated.