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Hacker News·4 min read·hard

DFlash 2: Keep Drafting Parallel

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mike-the-brain
DFlash 2: Keep Drafting Parallel
AI Summary

Inco AI has introduced DFlash 2, an advancement in speculative decoding that allows for parallel drafting of tokens in large language models. This technology significantly increases inference throughput, addressing a major bottleneck in AI agent performance.

Why it matters

Improving inference efficiency is critical for the scalability and economic viability of AI agents in production environments.

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Inference is the bottleneck of the agent era. Agents read, plan, and call tools, often for hours or days. They consume tokens at a rate chat never approached. Every one of those tokens takes a full forward pass over the model. At Inco AI, we are building the inference stack scaled to the token economics of tomorrow. This post is a sneak peek.

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