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Honest, fact-checked takes — every number links to a source.
How biweek's AI Picks US Stocks — Walk-Forward Validation, Honestly Explained
No hype: how two deep-learning models rank US stocks daily by modeled probability of +10% in 14 trading days, why we only trust walk-forward tests, and every limitation we know about.
2026-07-19 · 7 min readSyntiant IPO (SYTN): The Edge-AI Chipmaker Heading to Nasdaq
Syntiant filed its S-1 on July 6, 2026 — 100M+ neural processors shipped, backed by Intel, Microsoft M12, Amazon's Alexa Fund and Bosch. What the +1,891% revenue headline really means, the risks, and the dates to watch.
2026-07-19 · 6 min readAI Memory Stocks 2026: Micron +259%, SanDisk +635% — and Nvidia's Odd Year
The AI memory supercycle made Micron and SanDisk 2026's best performers while Nvidia went sideways. Verified numbers on MU, SNDK, SK Hynix's record ADR (SKHY), NVDA's valuation reset — plus the risks nobody should skip.
2026-07-19 · 8 min read