Summary
The CB Insights report for 2024 highlights the rapid evolution and impact of generative AI across various sectors, predicting significant advancements in infrastructure, foundation models, and human-machine interactions. It delves into the challenges of escalating energy demands, data scarcity, and security concerns, alongside the burgeoning roles of multimodal AI and the shift towards smaller, more efficient models.
Key Points
Generative AI infrastructure is becoming more power-intensive, with predictions of significant energy consumption.
The industry faces a GPU shortage, driving up costs and fostering chip rivalries.
Security concerns are growing with the increased targeting of language models by bad actors.
Multimodal AI is becoming essential, pushing companies to adapt to new market demands.
Smaller AI models are gaining popularity for their efficiency and reduced costs.
Open-source models are challenging the dominance of closed, proprietary models.
Advances in human-mac...
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