Key Insights from the Inaugural AI After Hours
Blog post from Encord
Encord's first AI After Hours event featured five presentations on various applications of AI across industries. Topics included leveraging LLMs for marketing analytics, building agentic systems, multimodal RAG for video processing, AI-powered fundraising for conservation, and personalized video ads at scale with GenAI. The presentations highlighted the potential of AI in transforming various sectors while also addressing challenges such as hallucination, context length limitations, poor mathematical accuracy, interpretability issues, managing costs and latency, securing data, and ensuring transparency, safety, and alignment with ethical guidelines.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 9 | 4,030 | 486 | 147 | +1% |
| RAG | 7 | 1,966 | 260 | 82 | -21% |
| AI Agents | 5 | 656 | 110 | 51 | +81% |
| AI Model Fine-tuning | 5 | 685 | 161 | 75 | -31% |
| Data Pipeline | 2 | 1,437 | 344 | 74 | +109% |
| Multi-agent systems | 2 | 99 | 30 | 19 | +94% |
| Vector Search | 2 | 3,701 | 290 | 90 | +59% |
| Real-time | 1 | 4,377 | 976 | 225 | +49% |
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