Open Source

Agora explores whether large language model pretraining can move beyond tightly controlled datacenters. Its system coordinates heterogeneous, preemptible internet-connected GPUs through pipeline-parallel sharding and fault-tolerant collective operations.

Thinking Machines Lab has released Inkling, its first in-house open-weight model, positioning it as a customizable foundation rather than a one-size-fits-all chatbot. The move highlights a growing split between closed frontier AI services and enterprise-controlled model adaptation.