The 100x Collapse: Why Cheap Intelligence is the Real AI Revolution
AI intelligence is rapidly commoditizing with a 100x annual price drop, shifting the bottleneck from model capability to human judgment and system scale.
LLM Routing
Techniques and systems for intelligently routing queries to the most appropriate large language model based on factors like capability, cost, latency, and task complexity.
Reading List
Microsoft Launches MAI-Cyber-1-Flash: High-Performance AI Security at Half the Cost
Microsoft has launched a new AI-driven security model and agentic harness that outperforms competitors in vulnerability remediation while cutting costs by 50%.
Routing Kimi K3 and Fable: The New Standard for Cost-Effective SoTA AI
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Routing tasks between the open Kimi K3 and closed Fable 5 delivers higher accuracy and massive cost savings compared to using any single frontier model.
WorkWeave Router: High-Performance LLM Routing for Agentic Systems
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A high-performance, secure LLM router that optimizes model selection per request to reduce costs and improve accuracy for agentic systems.
Sakana Fugu: Multi-Agent Orchestration for Frontier-Level AI Performance
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Sakana Fugu is an AI orchestration platform that uses collective intelligence from multiple models to outperform individual frontier LLMs on complex tasks.
Anthropic Launches Frontier Mythos-Class Models: Claude Fable 5 and Mythos 5
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Anthropic launches the advanced Mythos-class models, Fable 5 and Mythos 5, utilizing a tiered safety system to provide frontier AI capabilities while mitigating misuse risks.
Bandit-Based, Budget-Aware LLM Routing with Preference-Informed LinUCB (PILOT)
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Treat LLM routing as a contextual bandit and use a preference-informed LinUCB plus a knapsack budget policy to adaptively, cost-effectively pick the right model per query.