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Jul 27, 2026 · Industry Insights

Compute Power as a Network: Why the Real Scarcity Isn't Hardware

As AI compute infrastructure evolves into a networked utility, the key challenge shifts from acquiring hardware to organizing distributed resources, data, models, and business needs through intelligent scheduling, governance, and cost-aware orchestration across edge, regional, and national layers.

AI deploymentcompute infrastructurecompute scheduling

0 likes · 14 min read

Compute Power as a Network: Why the Real Scarcity Isn't Hardware

Frontline Investigation

Jul 7, 2026 · Information Security

China's Financial Data Guidelines Introduce 'Sensitive General Data' Tier, Reshaping Governance

China's new Financial Information Service Data Classification Guidelines introduce a 'sensitive general data' tier between important and routine data, forcing organizations to move beyond binary classification and adopt dynamic, scenario-aware governance that balances security with data usability.

data classificationdata gradingdata security

0 likes · 13 min read

China's Financial Data Guidelines Introduce 'Sensitive General Data' Tier, Reshaping Governance

Frontline Investigation

Jun 17, 2026 · Industry Insights

Data Elements × AI: Why Real Deployment Requires Rebuilding Data Governance, Not Swapping Models

The article argues that successful AI deployment depends on robust data governance — usable, trustworthy, and circulatable data — rather than model upgrades, citing China's 'Data Elements ×' policy progress and the rise of autonomous agents that demand traceable, permissioned data foundations.

AI deploymentChina policydata elements

0 likes · 15 min read

Data Elements × AI: Why Real Deployment Requires Rebuilding Data Governance, Not Swapping Models