In the realm of science fiction, characters like Montgomery "Scotty" Scott from Star Trek often highlighted the limitations of technology to their captains. The famous phrase, "The engines cannae take it, Captain!" symbolizes the challenges faced due to practical constraints.
The Rise of AI Agents
Today, the tech industry is witnessing a shift towards more advanced AI agents capable of autonomously handling complex tasks, surpassing traditional chatbots. The question arises: Does the current computing power suffice to support this evolution?
The Token Challenge
AI agents operate on a different scale compared to chatbots, generating a higher volume of tokens per user query. Tokens serve as the building blocks of generative AI, enabling easier processing and comprehension of inputs. Advanced AI models like OpenAI's o1 and o3, as well as DeepSeek's R1, utilize reasoning models to break down tasks into manageable parts, resulting in a surge of tokens.
Enter the 'Super Agents'
OpenAI's ChatGPT Pro service, leveraging cutting-edge reasoning models, showcases the potential of AI agents. With projections of generating millions of tokens per user annually, the concept of "super agents" has emerged. These next-level services could redefine white-collar work but come at a significant computational cost.
The Need for Enhanced Computing Power
The demand for AI inference, essential for real-time AI application execution, is expected to rise dramatically. With an estimated 16 million accelerators in the AI industry this year, a substantial portion will be allocated to AI inference. As the popularity of agentic products grows, the industry may face a shortage of inference chips, necessitating the repurposing of existing resources.
Moreover, the transition to more cost-effective AI models like those offered by DeepSeek may become imperative to sustain the widespread adoption of AI agents.
In conclusion, as AI 'super agents' gain prominence, the tech industry must prepare to meet the escalating computational demands to unlock the full potential of this transformative technology.
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By: abarr@businessinsider.com (Alistair Barr)
Title: Are AI ‘Super Agents’ the Future of the Tech Industry?
Sourced From: www.businessinsider.com/ai-super-agents-enough-computing-power-openai-deepseek-2025-3
Published Date: Wed, 02 Apr 2025 13:26:24 +0000
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