headline: NVIDIA Megatron-LM development activity breached its 90-day baseline by 3.90σ, pressuring assumptions about typical commit patterns that underpin capacity and pricing decisions.

verdict: falsified

tripped_signpost: Within 14 days, github.NVIDIA.Megatron-LM.commits_7d reverts to within 1σ of baseline (mean ≈ 43.36)


headline: NVIDIA TensorRT-LLM commit activity drops 4σ below baseline, pressuring assumptions about typical development velocity.

tripped_signpost: Within 14 days, github.NVIDIA.TensorRT-LLM.commits_7d reverts to within 1σ of baseline (mean ≈ 97.89)


headline: LangGraph commit activity assumption faces 6.49σ deviation pressure. Single extreme observation challenges baseline expectations for capacity and pricing decisions.

tripped_signpost: Within 14 days, github.langchain-ai.langgraph.commits_7d reverts to within 1σ of baseline (mean ≈ 10.28)


headline: The assumption that github.huggingface.transformers.commits_7d stays within ±3σ of its 90-day baseline faces extreme pressure from a -9.54σ deviation to 38.00.

tripped_signpost: Within 14 days, github.huggingface.transformers.commits_7d reverts to within 1σ of baseline (mean ≈ 66.88)