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Crypto

Bithumb holds first in-house AI contest, finds 107 workplace innovation cases

Bithumb held its first in-house artificial intelligence contest and identified 107 AI use cases applied to day-to-day work, including outage response, information-leak monitoring and trading strategy verification. The contest, held Aug. 17 to 31, drew 110 employees. After document screening, 13 cases advanced to presentations and seven judges selected winners. First prize went to an IT team leader for a real-time monitoring tool for Claude Code usage and cache performance.

AI & Enterprise

Semantic layers may not be read by AI agents

Companies are building governance-backed semantic layers, but AI agents are obtaining business context elsewhere, VentureBeat reported. In the VB Pulse survey, the share of respondents saying they operate, pilot or build semantic layers rose from 58 percent in June to 67 percent in August. Yet only 13 percent in August cited the layer as a main context source. Document search led agent context sources at 32 percent, while direct queries jumped to 21 percent.

Finance

Tech Insight: The fintech we knew is dead

Fintech that once shook up banking with mobile and cloud has run its course as an investment theme, fintech expert and influencer Simon Taylor (사이먼 테일러) wrote on X. He said features that once set fintech firms apart are now standard across financial companies, while fintech investment increasingly concentrates in AI. Taylor said finance is being reshaped across decision-making, record-keeping and distribution as AI models, tokens and AI agents take larger roles.