Multimodal data

The Impact of Artificial Intelligence on Educational Research

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Core idea Artificial intelligence is reshaping educational research by automating labor‑intensive tasks, enabling analysis of large multimodal datasets, and accelerating design‑to‑insight cycles—while raising urgent issues around bias, privacy, and reproducibility that demand new standards and governance. What AI is changing New frontiers in methods Risks and challenges 2024–2025 signals Why it matters Design principles that … Read more

Using AI SaaS to Predict Market Trends

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Introduction: From hindsight to foresightMost companies still run strategy on lagging indicators—quarterly reports, delayed surveys, and static dashboards. AI-powered SaaS changes that cadence. By unifying live signals across the web, product telemetry, transactions, and operations, then layering predictive, causal, and generative methods, teams can now “nowcast” the present, forecast the near future, and simulate scenarios … Read more