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SECTOR · Commentary

Beyond the GPU: What Makes an AI Compute Platform Defensible?

Hardware performance creates potential value. Software, reliable deployment and customer bargaining determine how much becomes durable supplier cash returns. Updated for October 21 platform and supply-chain announcements.

Research Archive

Initiations, earnings reviews, company updates, deep dives, industry research, commentary and valuation updates.

AMD · Initiation of Coverage

AMD — Initiation of Coverage

BUY · High risk · Target $610 USD · 12–18 months

Growth has a price. Execution must earn it. AMD’s Instinct and EPYC opportunity must translate into cash returns after working capital, compensation, acquisitions and customer warrants. BUY · High risk with a $610 target, implying 15.4% upside to the October 16 close of $528.75.

SECTOR · Commentary

Scoring the Stack: Who Owns What in AI Infrastructure

Thirteen companies scored across eight layers of AI infrastructure, from power to inference APIs. The framework connects physical and software integration with customer concentration, hardware life and valuation.

NVDA · Initiation of Coverage

NVIDIA — Initiation of Coverage

BUY · High risk · Target $300 USD · 12–18 months

Platform strength. Cash-return discipline. NVIDIA’s compute, networking and software platform supports growth; cash conversion and the duration of attractive returns determine shareholder value. BUY with a $300 target, implying 30.1% upside to the October 8 close of $230.55.

SECTOR · Commentary

Scarcity Is Not a Moat: How Durable Are AI Memory and Optical Profits?

Supply constraints can support profits. Contracts, manufacturing execution and returns on reinvestment determine how durable those profits become.

CIFR · Initiation of Coverage

Cipher Digital — Initiation of Coverage

HOLD · High risk · Target $16 USD · 12–18 months

Contracted data-center leases support growth, while construction, financing and pipeline conversion constrain value for existing shareholders. HOLD with a $16 target, implying 1.9% upside to the dated $15.70 reference.

SECTOR · Commentary

From Megawatts to Equity Value: Who Captures the AI Infrastructure Buildout?

Contract growth creates an opportunity. Delivery, asset returns and financing terms determine how much of it belongs to existing shareholders.

CRWV · Initiation of Coverage

CoreWeave — Initiation of Coverage

BUY · High risk · Target $125 USD · 12–18 months

Replacement-aware CoreWeave underwriting with a $125 Base-case target and 42.7% upside to the dated $87.60 reference. Announced deals retain economics; 50% of 2027 additions is estimated future uncontracted business. The simulation remains highly skewed.

NBIS · Initiation of Coverage

Nebius Group — Initiation of Coverage

BUY · High risk · Target $265 USD · 12–18 months

We initiate NBIS with a BUY · High risk recommendation and a $265 target, based on $265.43 Base intrinsic value. This implies 18.5% upside to the 18 September 2026 closing reference of $223.54. Probability-weighted value remains $215.89 and the Monte Carlo median is $187.76; the report retains the model’s financing and source-verification limitations.

IREN · Initiation of Coverage

IREN Limited — Initiation of Coverage

BUY · High risk · Target $100 USD · 12–18 months

Base intrinsic value $111.22, probability-weighted value $98.91 and Monte Carlo median $95.46 support a rounded $100 target. The report presents owned-infrastructure economics, strategic funding, compensation and dilution, with explicit scenario and source limitations.

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