线性资本

线性资本

@linearcapital

专注前沿科技早期投资

485 articles

Articles

Bolt Perspective | How Do We Measure (General) Artificial Intelligence?

Bolt Perspective | How Do We Measure (General) Artificial Intelligence?

One of Zapier's cofounders, Mike Knoop, recently launched a challenge called the ARC Prize on Kaggle, the well-known AI competition community. On the challenge's homepage, these words appear: "Progress toward artificial general intelligence (AGI) has stalled. We need new ideas."

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Bolt Perspective: Should Your AI Product Actually Be Called an Agent

Bolt Perspective: Should Your AI Product Actually Be Called an Agent

Since ChatGPT's launch, frameworks like BabyAGI and AutoGPT quickly emerged. These agents allow LLMs to autonomously plan and make decisions, tackling complex problems that single-prompt engineering struggles to solve. Soon after, an ever-growing number of intricately designed frameworks appeared — many specialized for particular scenarios. The agent space flourished so rapidly that I

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Bolt Picks | How to Evaluate Large Models More Effectively — Evals Are All You Need

Bolt Picks | How to Evaluate Large Models More Effectively — Evals Are All You Need

In the pre–large model era, machine learning engineers would often joke that their job was "alchemy." Once the basic model training architecture stabilized, engineers spent more than half their time on cleaning and filtering training data. For applications built on large models, prompt engineers face a similar shift: the core of their work revolves around how to evaluate products efficiently and accurately. Today, drawing on an article by Michael Taylor about...

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