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1. Speculative decoding reduced latency by up to 42% on structured output tasks. 2. Small quantized models achieved sub-150ms TTFB suitable for interactive UI flows.
A comprehensive analysis of the AI agents market, including market size, growth drivers, key players and opportunities for builders and businesses.
A data-driven look at leading LLMs, benchmarks, pricing and adoption trends.
Market size, key trends, and where the next wave of SaaS growth will come from.
Funding trends, sector-wise analysis and key takeaways for founders.
An empirical analysis evaluating 42 autonomous agent workflows across 18,000 synthetic task executions, quantifying hallucination rates, loop termination failures, and unit economics.
