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OpenAI’s $850B Valuation Surge Meets New Model Drops From Google and StepFun AI

Large Language Models & AI Systems

Google Gemini 3.1 Pro and Imminent Releases: Google has officially launched Gemini 3.1 Pro on Vertex AI, while company insiders hint at further model releases coming in the immediate future. These updates are expected to bring significant performance enhancements and new capabilities to the Gemini ecosystem as users begin benchmarking the 3.1 Pro iteration.

StepFun AI Model Family: StepFun AI hosted a community event to showcase their latest "Step" family of models, including Step 3.5 Flash, Step-Audio-EditX, and Step-3-VL-10B. The team provided technical insights into these multimodal and efficient models designed for various tasks including audio editing and vision-language processing.

Open Source & Lightweight Models

Kitten TTS V0.8: The Kitten TTS project has released version 0.8, featuring new state-of-the-art text-to-speech models that are exceptionally small at less than 25 MB. These models are optimized to run efficiently on standard CPUs, making high-quality speech synthesis accessible for edge devices and local applications.

Industry & Business Strategy

OpenAI $100 Billion Funding Round: OpenAI is reportedly nearing the completion of a massive funding round that could bring in over $100 billion, potentially valuing the company at more than $850 billion. This significant capital influx is intended to support the massive infrastructure and compute requirements needed for next-generation AI development.

AI Products & Applications

Perplexity Model Council for Financial Research: Users are increasingly adopting Perplexity’s "Model Council" feature to automate complex financial and stock market research. By integrating multiple state-of-the-art models via the Model Context Protocol (MCP), researchers are achieving high-quality, automated analysis combined with real-time web search.