News & Updates
February 10, 2025
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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.
Source: DeepSeek official website
August 15, 2026
Meeting transcription moves from "recording" to "decision visualization": Notta generates PPT and infographics, Krisp bets on the full link of voice
Notta turns meetings into PPT and infographics that can be directly shared. Krisp connects noise reduction, transcription, accent conversion and CRM. AI meeting tools are moving from recording to decision delivery.
Source: Notta official website
AI conference transcription tools: Fireflies / Notta / Otter.ai / tl;dv / Krisp / Fathom How to choose
Compare mainstream meeting transcription tools from the five dimensions of transcription language, meeting deliverables, sales intelligence, privacy compliance and pricing, and provide selection suggestions based on team scenarios.
Source: Notta official website
Prompt word template and tutorial platform Hengpian: How to choose PromptBase / PromptHero
Compare PromptBase and PromptHero from the five dimensions of prompt word size, coverage model, community quality, business model and learning resources, and give selection suggestions for creators and users.
Source: PromptBase official website
The prompt word project enters the structured era: the commercialization of JSON prompt and template platform is accelerated
From natural language prompts to structured JSON and reusable templates, prompt word engineering is being standardized; platforms such as PromptBase are pushing it towards large-scale transactions and low-code applications.
Source: PromptBase official website
Image generation enters the dual lane of open source and design integration: Ideogram 4.0 open source weight, Canva goes deep into Gemini and AI Search
Ideogram 4.0 is released as open source and introduces structured JSON prompts, Canva extends design creation to Google Gemini and AI Search, and AI image generation is moving towards openness and workflow at the same time.
Source: Ideogram official blog
AI image generation and design tools: How to choose Midjourney / Ideogram / Canva / Adobe Firefly / Leonardo
Compare five mainstream AI image generation tools in four dimensions: style control, text rendering, design integration, and ease of use, and provide scenario-based selection suggestions.
Source: Ideogram official blog
Hengping Review of AI Search and Knowledge Retrieval Tools: How to Choose Perplexity / You.com
Compare the consumer experience and developer capabilities of Perplexity and You.com AI search products, and give selection suggestions for different groups of people.
Source: Perplexity Official Blog
AI search has its “Computer” moment: Perplexity bets on intelligent operating systems, You.com turns to search infrastructure
Perplexity launched Computer and Agent API, You.com released Answer API, and AI search is being upgraded from an answer engine to an information infrastructure in the era of intelligent agents.
Source: Perplexity Official Blog
Enterprise-level AI writing tools: How to choose Jasper / Writesonic / Copy.ai / Grammarly / Rytr
Compare five mainstream AI writing tools horizontally from the four dimensions of positioning, core capabilities, target groups and pricing, and provide scenario-based selection suggestions.
Source: Official pages of each tool
AI Writing Enters the Age of Marketing Intelligence: The Race from Content Generation to AI Search Visibility
AI writing tools represented by Jasper, Writesonic, and Grammarly are shifting from general text generation to enterprise marketing intelligence and AI search visibility optimization.
Source: Jasper official blog
August 14, 2026
Horizontal evaluation of sales call intelligent analysis platforms: Fireflies, Gong, Otter.ai, tl;dv selection guide
Horizontally compare the positioning, capabilities and applicable groups of four conference transcription and sales call intelligent platforms: Fireflies, Gong, Otter.ai, and tl;dv, and provide selection suggestions and pitfall lists.
Source: Official data of each platform and AIStarMap tool
Open source RAG knowledge base local deployment horizontal evaluation: RAGFlow, Dify, AnythingLLM, Ollama selection guide
Horizontally compare the deployment costs, retrieval capabilities, and applicable groups of four open source solutions: RAGFlow, Dify, AnythingLLM, and Ollama, and provide local knowledge base selection suggestions and pitfall avoidance lists.
Source: Official repositories of each project and AIStarMap tool data
Meeting transcription and sales call intelligence are moving toward MCP: Fireflies is connected to Claude/ChatGPT, and call data becomes new fuel for CRM
Fireflies.ai serves more than 1 million companies with 95% transcription accuracy and 100+ language support, and connects meeting insights to AI tools such as Claude and ChatGPT through MCP Server. Sales call data is becoming the new fuel for CRM.
Source: Fireflies.ai Official
The open source RAG engine RAGFlow continues to evolve: it supports DeepSeek v4 and multi-platform access, and local knowledge base deployment enters the agent-based stage.
The open source RAG engine RAGFlow has received 88.3k stars on GitHub. The latest version supports multi-platform access such as DeepSeek v4, Gemini 3 Pro and Feishu, and introduces Agent Memory. Local knowledge base deployment is moving from retrieval enhancement to Agent-based.
Source: RAGFlow GitHub official repository
Horizontal evaluation of digital broadcasting and AI video marketing platforms: Comparison of capabilities and selection suggestions between HeyGen and Synthesia
Horizontally compare the virtual image, language coverage, corporate compliance and marketing applicable scenarios of the two digital human video platforms HeyGen and Synthesia, and provide selection suggestions and a list of pitfalls to avoid.
Source: HeyGen Official / Synthesia Official
Digital human video enters the high-fidelity stage: HeyGen Avatar V is launched, Synthesia launches Roleplay Sessions, and AI video marketing moves towards scale
HeyGen released the Avatar V high-fidelity digital human and received the most realistic rating from G2, serving 85% of Fortune 100 companies. Synthesia launched Roleplay Sessions, and digital voice broadcasting and AI video marketing are accelerating in scale.
Source: HeyGen Official / Synthesia Official
Horizontal evaluation of AI programming assistants: Cursor, GitHub Copilot, Windsurf, Claude Code, Trae selection guide
Horizontally compare the positioning, advantages and applicable groups of five mainstream AI programming assistants: Cursor, GitHub Copilot, Windsurf, Claude Code, and Trae, and provide selection suggestions and pitfall avoidance lists.
Source: Official documents of each tool and AIStarMap tool data
AI programming enters the agent-based stage: Cursor, Claude Code, and GitHub Copilot compete to implement independent coding capabilities
AI programming assistants move from code completion to agent-based independent coding: tools such as Cursor, Claude Code, GitHub Copilot, Windsurf, etc. have strengthened their multi-file editing, terminal execution, and MCP tool access capabilities.
Source: Official announcements of each tool and AIStarMap tool data
MCP becomes the standard interface for AI Agent: mainstream frameworks are fully integrated, and the era of Agent interoperability is accelerating.
MCP (Model Context Protocol) is becoming the standard interface for AI Agents to connect to external systems. Mainstream frameworks such as Claude, ChatGPT, VS Code, Cursor and LangChain have native support, and the Agent ecosystem is accelerating towards unified interoperability.
Source: Model Context Protocol official documentation