From "Answering Questions" to "Getting Work Done": How GPT-6 Astra Is Repricing AI Infrastructure Demand
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From "Answering Questions" to "Getting Work Done"

"Welcome to the AGI era"

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Blog and research articles

Can AI Financial Research Be Used Directly? A Hands-On Test of Ant Group's Ling Model on Framework, Computation, and Data Sources
Research

Can AI Financial Research Be Used Directly? A Hands-On Test of Ant Group's Ling Model on Framework, Computation, and Data Sources

AI can make financial research look polished, but what determines whether it's deliverable isn't how complete the framework is—it's whether every key number ca…

Research·nashnova research
TSMC wafers, advanced nodes, and capex research
Research

TSMC 2Q26: The Capex Raise Is the Real Signal

Higher capex and third-quarter guidance strengthen the AI demand signal, even as the N2 ramp weighs on near-term margins.

Research·nashnova research
AI hardware, memory, and market deleveraging
Research

Memory Selloff: Why Deleveraging May Not Be Over

ADR liquidity, quant unwinds, and tighter Korean rules point to where the selloff stands—and what to watch next.

Research·nashnova research
Meta AI infrastructure and semiconductor supply chain
Research

Five Signals Reframe the AI Compute Story

Meta's expansion, long-term accelerator commitments, and foundry capex reinforce demand and clarify the U.S.-listed beneficiaries.

Research·nashnova research
Memory supercycle research
Research

The Memory Supercycle Across Global Markets

Rising investment, higher memory prices, and the HBM upgrade cycle are shifting the story from a cyclical rebound to capacity-driven earnings.

Research·nashnova research
U.S. pharma triple-gate repricing
Research

Three Forces Repricing U.S. Pharma

When regulation, dealmaking, and payer coverage shift together, the sector can move beyond isolated catalysts to a broader repricing.

Research·nashnova research

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