
Beyond high salaries, unlisted equity has become a pivotal lever


Post-training reinforcement investment, targeting embodied intelligence and Agent deployment


Revenue Surge Cannot Conceal Losses, $600 Billion Infrastructure Pledge Becomes Focal Point


Capital FOMO floods in, but talent development fails to keep pace


Regulators focus on order authenticity, capital begins recalculating commercialization metrics


Customer contracts remain unmonetized, while interest and capital expenditures have already consumed the cash flow


One RTX 4090 GPU is sufficient for local operation, supporting dual control via text and camera


Vulnerabilities are discovered through sandboxes and execution engines, not complex incantations


Memory and connectors become barriers; application firms are evolving upstream toward models


Jaxi bets on in-house developed chips, slashing inference costs by another order of magnitude

This column focuses on the real progress of Agents: technological evolution, application implementat
Spotlight on Frontier, trending projects, and breaking events
Plain-English guides to complex ideas—your blockchain starter from basics
Crypto-stock linkage, real-time market quotes and in-depth analysis
Selected potential airdrop opportunities to gain big with small investments