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**NVIDIA** led open-source AI model releases with **Cosmos 3**, a comprehensive omnimodal world model unifying language, image, video, audio, and action using a Mixture-of-Transformers design, and…
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**Anthropic** rolled out **Claude Opus 4.8**, which shows incremental improvements but mixed benchmark results, including better cooperation and coding behavior but some regressions in document parsing.…
Anthropic raises $65B in Series H at a $965B post-money valuation, releases Opus 4.8 and Dynamic Workflows
**Anthropic** announced a massive **$65B Series H financing** at a **$965B valuation**, led by **Altimeter, Dragoneer, Greenoaks, and Sequoia**, with run-rate revenue surpassing **$47B**. They launched…
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**Harness engineering** is emerging as the key differentiator for coding agents, emphasizing the stack of **model + harness + eval loop** over just stronger base models.…
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**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…
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**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 I/O 2026: Gemini 3.5 Flash, Omni, and Google’s Agent Stack
**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…
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**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…
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**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…