**Inference optimization** is increasingly architectural, with **EAGLE 3.1** improving speculative decoding and long-context handling, collaborating with **vLLM** and **TorchSpec**. **Perplexity** open-sourced a rebuilt **Unigram tokenizer** cutting…
**RAEv2** advances representation-first tokenization with **>10x faster convergence** and improved generation, tested on **text-to-image** and **world models**. **NVIDIA's Gated DeltaNet-2** innovates linear attention with channel-wise gates,…
**Google** announced at I/O the repositioning of **Gemini** as a consumer AI and developer/agent platform with three key releases: **Gemini 3.5 Flash** for fast agentic and…
**Agent infrastructure** is advancing with **LangSmith Engine** providing CI/CD loops for agents and **SmithDB** enabling low-latency querying for observability. **Cognition's Devin Auto-Triage** offers persistent automation for…
**Cerebras** made headlines with its **IPO**, marking a significant milestone for the company known for its contrarian hardware approach. The **Cerebras CFO Bob Komin** emphasized the…