MiniMax vs RingCentral

Introducing MiniMax Code Mini App

MiniMax has launched Mini App inside its MiniMax Code desktop app for macOS and Windows. Mini Apps are long-running applications featuring a frontend and a Node.js backend that install as plugins, enabling persistent interaction with AI agents. The release includes the Mini App runtime, a /miniapp-creator chat tool, and an open-source community repository.

• Launched on October 22, 2026, for local sessions of the MiniMax Code desktop app across macOS and Windows.
• Mini Apps combine a frontend, a Node.js backend, and a miniapp.json manifest compatible with the MiniMax Plugin protocol.
• Includes /miniapp-creator, allowing users to generate and test working applications directly from chat prompts using automated queries and screenshot verification.

MiniMax M3.1 Flash: Redefining Agent Performance and Cost

Today, we officially roll out MiniMax M3.1 Flash. As a next-generation Flash model, M3.1 Flash delivers a generational leap in agentic tasks, coding, Computer Use and cybersecurity, while making online inference nearly three times faster and reducing usage costs by 70%.

AI News Roundup: Model Launches, Policy, and Infrastructure

This AI news digest from mid-October 2026 covers major model releases, policy updates, and infrastructure advancements. DeepSeek's V4.1 Flash 1017 is highlighted as an open-weight value leader, featuring a 552B-total/16B-active MoE architecture with a 1M-token context and MIT license. MiniMax launched M3.1 Flash, offering competitive pricing and high-speed performance. Inception introduced Mercury 3, a diffusion LLM achieving over 1,000 tokens per second. Meta unveiled Muse Wonder Full and Muse Glimmer, including a 30B open-weight agentic model. Policy developments include a potential Chinese export rule and a DHS ban on DeepSeek. Infrastructure updates feature vLLM v0.32.0. Anthropic's new Public Benefit Fund commits about 20% of equity to public good, and OpenAI hired Aleksander Madry for safety.

• DeepSeek V4.1 Flash 1017 is a 552B-total/16B-active MoE model with MIT license, scoring 45 on AA Intelligence Index.
• MiniMax M3.1 Flash is priced at $0.15/$0.60 per million input/output tokens, with weights available Oct 23.
• Inception releases Mercury 3, a diffusion LLM with 1,000+ tok/s, available on Baseten.

RingCentral Adds AI Workforce Management to RingCX

RingCentral, a leader in AI-powered customer engagement, has announced new AI capabilities for its RingCX platform. These features enable contact centers to manage AI and human agents as a single workforce, offering live supervision, quality scoring, journey analytics, and staffing forecasts from one dashboard. The update extends these management capabilities to AI agents, including RingCentral AI Receptionist (AIR) and AIR Pro. Additionally, RingCX is now available on mobile devices and within Microsoft Teams, and a new AI Onboarding feature uses natural language to automate contact center configuration. These enhancements aim to improve first contact resolution, reduce handle time, and lower service costs, positioning RingCentral to address the growing integration of AI agents in customer service operations.

• RingCentral launched new AI capabilities for RingCX, allowing unified management of AI and human agents in contact centers.
• New features include live supervision, quality scoring, journey analytics, and staffing forecasts for AI agents.
• RingCX is now available on mobile and within Microsoft Teams.

Golden State Warriors Select RingCentral as Agentic AI Voice Platform

RingCentral, Inc., a leader in AI-powered customer engagement, and the Golden State Warriors have expanded their decade-long partnership, naming RingCentral the team's official Agentic AI Powered Voice platform for fan engagement. The collaboration aims to elevate the fan experience, from ticket inquiries to game-day questions. RingCentral's Agentic Voice AI will enable new ways for fans to connect with the team. The Warriors have grown significantly over the past decade, from a single office to multiple locations, and RingCentral has supported their connectivity needs, including during the remote work transition in March 2020. Executives from both organizations highlighted the partnership's role in enhancing fan engagement and supporting the Warriors' growth.

• RingCentral and Golden State Warriors expand their decade-long partnership.
• RingCentral named official Agentic AI Powered Voice platform for fan engagement.
• Goal to elevate fan experience, from ticket inquiries to game-day questions.

8-K Financial Filing Analysis for RingCentral (2026-10-22)

RingCentral, Inc. filed a Form 8-K under Item 2.02 to announce the issuance of a press release on October 22, 2026, reporting its financial results for the third quarter ended September 30, 2026. The filing serves as the formal furnishing of Exhibit 99.1 containing the full earnings release to the Securities and Exchange Commission, signed by Chief Financial Officer Vaibhav Agarwal. In accordance with standard Item 2.02 reporting conventions, the detailed financial figures are furnished rather than filed under Section 18 of the Securities Exchange Act of 1934.

• RingCentral issued a press release on October 22, 2026, disclosing quarterly financial results for the period ended September 30, 2026.
• The 8-K is furnished under Item 2.02 (Results of Operations and Financial Condition) and accompanied by Exhibit 99.1.
• The filing was authorized and signed by Chief Financial Officer Vaibhav Agarwal on October 22, 2026.