Tuesday, October 20, 2026

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Vicor Update, Part Three

Vicor’s $66.6 million in AI power-delivery royalties generated about $50 million of operating profit, eclipsing its module business as revenue reached $197.1 million.

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One AI data labeling contract could be worth multiples of the $500,586 of revenue Nubeva Technologies $NBVAF (TSXV: $NBVA) booked in FY2026. Its CEO said in a new interview that data labeling companies (firms that turn experts’ knowledge into training data for AI labs) have asked the company to help label malware, and that most of its engineering focus is now on training its own AI model to read malware binaries. Nubeva now has three ways to pay off, up from two: → Having AI write the decryptors for its key-capture software, Ransomware Reversal (NuRR), so Nubeva can grow again or attract a partner/buyer. → A partnership or sale following the approval of all four AI patents. → Selling binary analysis (labeling what malware programs do) to data labeling companies, which could also attract a partner/buyer. Moreover, a data labeling contract wouldn’t depend on NuRR’s sales or on AI writing its decryptors, so it could come before either of the other two routes. CEO Randy Chou gave no price, volume, or timeline for a contract. But if you were to extrapolate the $200-250/hour that Mercor, one of the largest data labeling companies, pays its security experts, one full-time contractor (~2,000 hours/year) would earn $400-500K/year, just about Nubeva’s FY2026 revenue of $500,586. That implies Nubeva could earn multiples of its revenue from a single data labeling contract if its engineers and model can do the work of several contractors. A contract worth three of Mercor’s full-time experts ($1.2-1.5M/year) would be 2.4-3.0x its FY2026 revenue.

Carecloud News

CareCloud may attract a private-equity buyer after its Q3 call, with acquiring enough shares the main obstacle to a take-private deal.

Heico Corporation

HEICO sells FAA-approved aircraft replacement parts at 30% to 50% discounts to OEMs, gaining customers as restrictive aftermarket contracts…

CHGG · long

Chegg Inc

Chegg is framed as a binary long with 500% upside against 20% downside.

Copper Fox Metals: Research Flash

Copper Fox’s C$9.1 million Schaft Creek program advances metallurgical, tailings, water and road studies toward a pre-feasibility study,…

AppLovin Deep Dive

AppLovin rebuilt its ad model with AXON 2.0, lifting LTM revenue to about $7 billion and margins to 77% as Unity competition threatens ad…

LXS.DE: a 2028 sale it can force

Lanxess can force Advent to buy at least half its Envalior stake in April 2028, potentially raising about €745 million to reduce net debt.

Build-A-Bear: A Narrower Path

Build-A-Bear's push into prestuffed toys and broader retail distribution tests brand stretchability, but recent results warrant caution.

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