When our AI code reviewer's cost per run doubled, we dug into the token usage to find out why. Learn how we used prompt caching and intelligent model routing to slash our inference bill by 68% while speeding up reviews.
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This is useful for companies looking to optimize AI infrastructure costs without sacrificing performance.
Anthropic released documents related to a copyright litigation case. The documents outline the company's research plans from 2021, including the development of a safe general AI assistant capable of programming tasks. The documents do not represent the company's official stance.
5 days agoHacker NewsDocuments indicate that a police officer provided her Flock login to her husband, who is an ICE agent.
11 hours agoLessWrongThe article discusses the existence of internal models that may not be publicly available and their impact on perceptions of AI capabilities and risks. It presents a graph showing a sharp increase in OpenAI's spending on AI agents, raising questions about its sustainability.
yesterdayLessWrongThe website www.huggingface.wtf was launched, providing an accessible and comprehensive explanation of the Hugging Face incident. The site includes an AI quotes database for searching agent statements and sources related to the incident.
3 hours agoLessWrongThe article examines the impact of the λ parameter, which measures task parallelism, on the efficiency of AI swarms. The author analyzes how changes in λ affect computational resource scaling and AI development timelines.
20 hours agoLessWrongAs part of the MATS 9.1 extension program, mentored by Richard Ngo, this work explores applying the concept of cross-temporal incoherence to multistage games with observable actions. New equilibria defined through variants of the One Shot Deviation Principle (OSDP) are proposed, allowing analysis of situations where players reach inadequate equilibria with their future or counterfactual selves despite time-consistent discounting. The potential contributions of these variants to a theory of credible threats are also discussed.
3 days ago