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Wednesday, October 28, 2026

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@convequity 15 clicks

Convequity on X

We think the gross margin gap between Cerebras ($CBRS) and NVIDIA ($NVDA) says little about which company delivers compute more cheaply. Cerebras reported a 14% gross margin in Q2 2026, against roughly 75% for NVIDIA. That is not a clean comparison, because Cerebras's commercial agreements include customer warrants. A customer warrant gives a buyer of Cerebras compute the right to buy Cerebras shares at an agreed price, adding potential equity upside to the compute it purchases. Cerebras records the value of these incentives over time as a reduction in revenue. Its cost of delivering the compute stays the same, so the full amount comes out of gross profit and its reported gross margin falls too. Add the warrants and a few other items back and Cerebras's Q2 margin was 41%, so the reported gap tells us little about what each company spends to deliver equivalent compute. Cerebras could challenge NVIDIA with attractive economics on selected workloads without matching every capability of NVIDIA's platform. In our view NVIDIA's stronger answer is Feynman reaching customers on schedule with the 3D-stacked SRAM we expect. Stacking more fast memory close to the compute would reduce the need to fetch data from slower external memory, helping NVIDIA narrow the architectural advantage behind Cerebras's fast inference. NVIDIA's adoption of Groq technology could ease some of this pressure, but we believe Groq's current architecture remains weaker than Cerebras's for low-latency inference. The longer Feynman takes to arrive at scale, the more time Cerebras has to win customers.
@convequity 8 clicks

Convequity on X

We see Nova ($NVMI) as a potential next-generation KLA ($KLAC), and we are backing it to take a larger share of semiconductor process-control spending. Its wins with leading chipmakers are strengthening that case. A leading global foundry has selected Nova’s materials-measurement tools for production of its next generation of transistors. Another chipmaker has adopted a different Nova platform for the same transition. These wins show Nova securing a place in the manufacturing processes behind more advanced chips. KLA’s broader process-control business has a strong emphasis on finding and analysing manufacturing defects. Nova is more concentrated on measuring chip dimensions, material composition and the chemistry used in production. KLA also competes in these areas, but they are more central to Nova’s business. These measurements help manufacturers understand whether each production step is delivering the intended result and where adjustments are needed. As logic chips and memory stacks become more complex, manufacturers need tighter control over the structures they build and the materials they use. Small variations can hurt performance or reduce the number of usable chips. We expect this to increase demand for Nova’s measurements and create more opportunities for its tools to become essential to production. In our view, the Western semiconductor supply chain badly needs new entrants. Equipment leaders $AMAT, $KLAC, $LRCX and Tokyo Electron, design-software vendors $SNPS, $CDNS and Siemens, and $TSM in manufacturing are too cautious and slow to match the pace of startups and highly driven Chinese challengers. Protecting existing products and the returns on past investments can make these incumbents reluctant to pursue technologies that threaten their established businesses.

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ORCL Update

Oracle rose about 12% intraday on October 28, 2026 as AI infrastructure and cloud-demand sentiment improved and credit-spread concerns…

ORCL $438B
Cestrian Capital Research 2 clicks

Danaher’s robotics era

Danaher’s new CEO paired a Q3 beat and raised EPS outlook with a 2027 4%-5% organic-growth starting point, while pitching AI-enabled…

DHR $163B
Best Anchor Stocks 1 click

My Last GFL Update - Hopefully

GFL’s take-private structure hinges on BC Partners rolling 60% of its stake to preserve debt portability under the 40% permitted-holder…

GFL $16B
310 Value’s Newsletter 5 clicks

Are Neoclouds Dead?

Neoclouds face tighter debt financing as AI infrastructure capex outruns cash flow, leaving cash-burning GPU providers more exposed than…

NBIS $42B
Daniel Romero 9 clicks

Reddit: Deep Dive Analysis

Reddit generated $805 million in Q2 2026 revenue, 95% from ads, but slowing Google search referrals expose AI-driven traffic and…

RDDT $18B
Hated Moats 6 clicks

Qualcomm Inc. (QCOM)

Qualcomm supplies chips for on-device AI agents and data center inference, with Meta and AWS agreements expanding its role across both…

QCOM $195B
SixSigmaCapital: Navigating the Financial Markets 5 clicks
SBAC · long

Sba Communications CORP

SBA Communications trades at 14.9x forward AFFOPS, near a record low, despite being pitched as the market’s cleanest tower operator.

SBAC $20B
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