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$DUOL · Duolingo’s Revenge: The 70%+ Collapse That Won’t Age Well.
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$DUOL···bullish· high· posantonio linares
Duolingo 70% decline creates buying opportunity as AI proves tailwind not headwind
Duolingo's engagement metrics (DAU/MAU ratio) are accelerating post-ChatGPT, proving AI enhances rather than disrupts its model. The company's proprietary dataset of 1B+ daily exe…
$PLTR···bullish· high· posantonio linares
Palantir government revenue deceleration in 2022 was false disruption signal before re-acceleration
Palantir's government revenue growth decelerated for many quarters in 2022, leading critics to call it a consulting company. Investors who overfit to quarterly numbers missed the…
$AMD···bullish· high· posantonio linares
Held AMD through 2025 weakness at $80 while others capitulated
The speaker maintained conviction in AMD throughout 2025 when the stock traded at $80 and sentiment was negative, demonstrating consistent process of buying quality during narrati…
$SPOT···bullish· medium· posantonio linares
Spotify 2022 investment followed same contrarian pattern as Palantir and Duolingo
The speaker applied the same contrarian framework to Spotify in 2022, buying during pessimism based on fundamental durability rather than quarterly optics.
$NFLX···bullish· highantonio linares
Netflix 2022 70% crash and 400-500% recovery validates buying quality during narrative-driven selloffs
Netflix's 2022 collapse on fears of Disney+ disruption proved wrong as the company pivoted to ads, widened its moat, and grew free cash flow per share 400-500% from the lows. The…
$CHGG···bearish· highantonio linares
Chegg exemplifies true AI disruption with declining engagement as students prefer LLMs directly
Chegg's SEO-based Q&A model has been disrupted by LLMs because students prefer direct LLM interaction — quicker, more efficient, better outcomes. The hallmark was decreasing engag…
$COST···bullish· mediumantonio linares
Costco's goodwill-compounding model is blueprint for both Duolingo and speaker's own business
Costco's algorithm of generating insurmountable goodwill through customer value is the model Duolingo follows and the speaker emulates in his own business, representing a durable…