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Train-to-Test scaling explained: How to optimize your end-to-end AI compute

<p>The standard guidelines for building large language models (LLMs) optimize only for training costs and ignore inference costs. This poses a challenge for real-world applications that use infe [...]

Phi-4 proves that a 'data-first' SFT methodology is the new diffe

<p>AI engineers often chase performance by scaling up LLM parameters and data, but the trend toward smaller, more efficient, and better-focused models has accelerated. </p><p>The &l [...]

How I Get Free Traffic from ChatGPT in 2025 (AIO vs SEO)

<p style="text-align: left;">Three weeks ago, I tested something that completely changed how I think about organic traffic. I opened ChatGPT and asked a simple question: "What [...]

New memory framework builds AI agents that can handle the real world's

<p>Researchers at the <a href="https://illinois.edu/"><u>University of Illinois Urbana-Champaign</u></a> and <a href="https://research.google/teams/clou [...]

Google’s new framework helps AI agents spend their compute and tool budge

<p>In a <a href="https://arxiv.org/abs/2511.17006"><u>new paper</u></a> that studies tool-use in large language model (LLM) agents, researchers at Google and UC [...]

Researchers automated LLM reasoning strategy design and cut token usage by

<p>Test-time scaling (TTS) has emerged as a proven method to improve the performance of large language models in real-world applications by giving them extra compute cycles at inference time. Ho [...]

Moonshot’s Kimi K2.5 is 'open,' 595GB, and built for agent swar

<p>Two days after releasing what analysts call the <a href="https://venturebeat.com/orchestration/moonshot-ai-debuts-kimi-k2-5-most-powerful-open-source-llm-beating-opus-4-5">mos [...]

Thinking Machines challenges OpenAI's AI scaling strategy: 'First

<p>While the world&#x27;s leading artificial intelligence companies race to build ever-larger models, betting billions that scale alone will unlock artificial general intelligence, a researc [...]

Why Weibo’s tiny VibeThinker-3B has the AI world arguing over benchmarks

<p>On Sunday, a team of nine researchers at <a href="https://weibo.com/">Sina Weibo</a> — the Chinese social media giant better known for its microblogging platform than [...]