Inno Holdings' 3,600% one-day surge looks too good to be true and should be treated as a cautionary tale. Money invested in it could face investigation for as long as a year. x.com 

Keel Infrastructure's rally shows the market crowning it the next Hut 8 before it has any AI business, a sign of late entrants to the AI race and of where the cycle stands. The stock is up over 200% in two months without a single lease, megawatt of AI capacity or dollar of AI revenue. Keel also sold 269 bitcoin for $20 million to maintain liquidity, alongside closing a $458 million convertible notes offering. x.com 

SPARC AI's 668% rise prices in far more than its potential, since markets eventually reward performance, not promise. It has zero revenue, about CAD 150K of total assets and accelerating losses, yet a market cap near CAD 46m. Its GPS-denied drone navigation software is genuinely interesting, with patents and its Overwatch platform in active field testing in Ukraine. But an AI name now works as a valuation multiplier, and the market is paying lottery-ticket prices for lottery-ticket odds. x.com 

Liftoff Mobile looks like Blackstone-owned junk rebranded as an AI company for its IPO, the 2026 version of adding .com to a name in 1999. Shares are being offered through practically every retail broker. As in the dot-com era, everything rebranded as AI is being priced as if it will be a winner, yet touching AI does not make a company an AI company. x.com  x.com 

Applied Optoelectronics is a compelling inflection opportunity at just 4x sales with 170%+ revenue growth expected in 2027. Its need to raise capital for capex is a big overhang, and it will likely dilute shareholders as soon as the stock moves higher, so the shares should be very choppy for now. x.com  x.com 

Penguin Solutions is hurting shareholders by issuing more shares while insiders sell, bringing more dilution and fewer buybacks, a pattern repeating across AI companies. A large dilution sent the stock down nearly 15% after hours before a strong AI day lifted it back. x.com  x.com 

Allbirds' rebrand as an AI infrastructure provider is an empty pivot repeating the Long Blockchain playbook. It is selling its shoe business for $39 million to become NewBird AI, a GPU-as-a-service provider with zero experience in chips, data centers or cloud, zero customers and zero GPUs, funded by a $50 million convertible pending shareholder approval. The stock still jumped 582% in a day. Long Island Iced Tea's 2017 blockchain rename ended in delisting and insider-trading charges. x.com 

Super Micro Computer's roughly $7B equity and equity-linked financing plan to fund AI server component purchases is a short-term overhang on the stock, even though it signals strong demand. The market reads it as shareholder dilution, further proof the business is highly capital intensive, execution risk in turning a huge backlog into profitable cash flow, and growth funded with new paper rather than internal cash. Broader AI hardware weakness played a smaller role. x.com