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DeepSeek completed its first round of financing of RMB 50 billion. Liang Wenfeng personally invested RMB 20 billion to become the largest investor. External institutions have no voting rights and no board seats, and a five-year lock-in period. The core purpose of financing is option pricing and computing power reserve, rather than filling the funding gap.

On February 10, 2025, DeepSeek Artificial Intelligence Company officially released the DeepSeek-V3 large language model. This is an open source model using a 671B parameter MoE (Mixed Expert) architecture. Its performance benchmarks against OpenAI GPT-4o in mathematical reasoning, code generation and complex logical reasoning tasks, but the API call price is only 3-5% of the industry average.

Doubao sparked widespread controversy after announcing the launch of paid subscriptions. In-depth analysis shows that the average daily Token calls exceed 120 trillion and the annual computing power expenditure exceeds 30 billion yuan in structural losses, making the free model unsustainable.

DeepSeek's official website has newly launched the position of IDC design and planning engineer. JD clearly mentioned "from MW to GW level infrastructure planning and construction", which marks the shift of computing power strategy from cloud leasing to self-built data centers. Jobs at the Ulanqab Data Center in Inner Mongolia have been released before.

DeepSeek’s valuation soared from 45 billion to nearly 60 billion US dollars in one month. Tencent/JD/NetEase formed the "investment faction" and actively entered the game, while Alibaba/Byte/Baidu adhered to the "self-research faction" and watched with cold eyes. Chinese Internet companies split into two camps due to DeepSeek financing.

Anthropic launches Mythos level models Fable 5 (universal version with safety guardrail) and Mythos 5 (cyber defense version). Stripe can complete two months' worth of work in one day, speeding up drug design by 10 times, and is priced at $10/$50 per million tokens.

36Kr AI Evaluation released the 2026 Double Power Selection Guide, which compared Doubao and DeepSeek in depth from the six dimensions of multi-modal creation, logical reasoning, contextual windows, ecological integration, cost, and compliance. Doubao leads the full-scenario multi-modal and traffic ecology, and DeepSeek ranks first in complex inference and private deployment.

The current version of Sentry covers error monitoring, distributed tracing, performance analysis, Session Replay and Logs/Metrics, and uses Seer AI to introduce AI into observability analysis, serving 150K+ organizations.

DeepSeek is undergoing a transformation from "not short of money" to "learning to make money" - cutting prices four times a month to grab B-side users, while facing pressure from C-side charges. Doubao has launched paid subscriptions, and DeepSeek's "coming-of-age gift" is to put commercialization on the agenda.

Canva's 2026 monthly update continues to promote Magic Studio's generative capabilities and team collaboration, from AI image expansion, AI video generation to intelligent recommendation of brand templates, further pushing "design democratization" into enterprise scenarios.

Semrush 2026.07 adds new AI-driven intelligent content suggestions and automated report generation, superimposes previous content marketing scores and competitive product advertising insights, and accelerates the AI-based marketing platform covering 140+ national databases.

Zendesk 2026 spring version adds AI Agent autonomous customer service agent, enhanced intent recognition and workflow automation engine, deeply embedding LLM capabilities into the work order life cycle.

Writer official What's New update: PPTX deliverables generated by WRITER Agent can be exported to Google Slides, strengthening collaboration links for corporate documents and presentations.

Kagi is a paid search engine for users who value privacy and search quality. It has no ads and no tracking. It has built-in AI page summaries, FastGPT instant answers, Lenses custom search ranges and multi-LLM conversation assistants. It completely eliminates the interference of advertising on search results from the business model level.

ElevenLabs continues to expand the voice ecosystem. Scribe v2 speech recognition and ElevenAgents’ expression capabilities have been enhanced. Together with Music v2 and Dubbing v2, the three-layer product structure (creation/conversation/API) has been simultaneously strengthened.

DeepSeek simultaneously released V4-Pro Preview and V4-Flash Preview on 2026-04-24.

Whisper large-v3 is currently the largest public Whisper model version, reaching the previous highest level in multi-language transcription and translation quality, and inheriting the iterative accumulation of 680,000 hours of weakly supervised training in 2022.

Grafana 11.5 was released on 2026-06-30, adding AI-driven alarm suggestions, Grafana LLM Plugin enhancements and natural language query dashboard upgrades, continuing the main line of AI observability since 11.4.

Intercom 2026 Q2 introduces Fin Procedures workflow execution capabilities to Fin AI Agent, strengthens Copilot and Insights analysis, and continues the AI ​​customer service model billed by outcome.

Salesforce Spring '26 upgraded Einstein Copilot to an autonomous agent platform, launched Einstein Service Agent autonomous customer service and Einstein SDR automatic outbound calls and lead cultivation, and deeply integrated Data Cloud real-time data flow.