LLM inference profitability depends on the trade-off between batch size and GPU count, which determines token latency and cost per million tokens. Applying this model to Kimi K3, which requires at lea…
Alternative GPU cloud providers Together AI, Runpod, and Nebius are gaining market share as AWS faces GPU shortages, with Together AI offering H100 clusters at $6.79 per hour on-demand and reportedly …
An open-source pipeline called ai-trains-ai uses nested reinforcement learning loops where an outer agent is RL-trained to write inner training jobs for small models, with the entire system run for ro…
An independent developer built a pipeline where an AI agent uses reinforcement learning (RL) to train smaller models via RL, achieving a peak reward of ~0.63 over 54 training steps and transferring to…
Runpod, a cloud startup renting AI computing power, raised $100 million in a funding round led by Summit Partners, reaching a $1 billion valuation—a tenfold increase in under two years. The company do…
A researcher trained a cheap Gemma 2B judge to detect misalignment in AI agents, but testing against Anthropic's AuditBench showed the judge failed to reduce audit costs or reliably distinguish misali…