• Apple is reportedly considering acquiring Perplexity AI, a deal potentially valued around $14 billion. This move signifies Apple's interest in building advanced AI capabilities, potentially including a chatbot, and marks a significant step in its AI strategy. Discussions have been held internally regarding this acquisition. The acquisition would allow Apple to build what could become the world's first comprehensive AI.

    #PerplexityAI #Apple #AIacquisition #Chatbot #ArtificialIntelligence #AIstrategy #BigTech #AIMerger #DeepLearning #MachineLearning #GenerativeAI #LLMs #SearchEngine #AIresearch #Siri #Bard #ChatGPT #Gemini

    https://techfundingnews.com/apple-considering-14b-perplexity-acquisition/
    Apple is reportedly considering acquiring Perplexity AI, a deal potentially valued around $14 billion. This move signifies Apple's interest in building advanced AI capabilities, potentially including a chatbot, and marks a significant step in its AI strategy. Discussions have been held internally regarding this acquisition. The acquisition would allow Apple to build what could become the world's first comprehensive AI. #PerplexityAI #Apple #AIacquisition #Chatbot #ArtificialIntelligence #AIstrategy #BigTech #AIMerger #DeepLearning #MachineLearning #GenerativeAI #LLMs #SearchEngine #AIresearch #Siri #Bard #ChatGPT #Gemini https://techfundingnews.com/apple-considering-14b-perplexity-acquisition/
    Apple eyes $14B Perplexity AI deal to break free from Google’s grip — TFN
    techfundingnews.com
    Apple considering $14B acquisition of Perplexity AI amid AI pressures and antitrust uncertainty with Google.
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  • News: So AI has begun replacing junior level employees in various sectors .. now the major question is whether AI is ready to lead organistations? Like run a small shop for example ? Thats precisely what Anthropic did ... and the results .... TERRIBLE! But soon .. so don't move fromt hat edge just yet

    Project Vend: Can Claude run a small shop? (And why does that matter?)
    So I stumbled upon a fascinating experiment where Claude, an AI developed by Anthropic, was tasked with running a small vending machine shop for a month. This endeavor aimed to explore the practical applications of AI in economic environments. Here’s the lowdown: Claude demonstrated some ability to handle customer interactions and product sourcing, yet it fell short in several areas like inventory management and pricing strategy, leading to embarrassing setbacks, including losing money and making bizarre decisions. While it reveals AI's potential, it also highlights the limitations of current technology. It’s a vivid reminder that AI still struggles with complex, real-world business management.

    #ClaudeAI #Anthropic #AINoCode #TaskAutomation #AIManagement #BusinessAI #Productivity #Automation #AIExperiments #TechInsights

    https://www.anthropic.com/research/project-vend-1
    News: So AI has begun replacing junior level employees in various sectors .. now the major question is whether AI is ready to lead organistations? Like run a small shop for example ? Thats precisely what Anthropic did ... and the results .... TERRIBLE! But soon .. so don't move fromt hat edge just yet 😆 Project Vend: Can Claude run a small shop? (And why does that matter?) So I stumbled upon a fascinating experiment where Claude, an AI developed by Anthropic, was tasked with running a small vending machine shop for a month. This endeavor aimed to explore the practical applications of AI in economic environments. Here’s the lowdown: Claude demonstrated some ability to handle customer interactions and product sourcing, yet it fell short in several areas like inventory management and pricing strategy, leading to embarrassing setbacks, including losing money and making bizarre decisions. While it reveals AI's potential, it also highlights the limitations of current technology. It’s a vivid reminder that AI still struggles with complex, real-world business management. #ClaudeAI #Anthropic #AINoCode #TaskAutomation #AIManagement #BusinessAI #Productivity #Automation #AIExperiments #TechInsights https://www.anthropic.com/research/project-vend-1
    Project Vend: Can Claude run a small shop? (And why does that matter?)
    www.anthropic.com
    We let Claude run a small shop in the Anthropic office. Here's what happened.
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  • And of course someone just had .. just had to try it out ! This guy literally recreated the entire system usng N8N ! Check this out !

    The article explains how the author recreated Anthropic’s recently published multi-agent research system entirely with the low-code automation platform n8n, eliminating the need for traditional software engineering. Central to the solution is a clearly separated set of AI agents—Customer Support, Lead (Orchestrator), multiple parallel Search Subagents, and a Copywriter—that collaborate through n8n workflows, external APIs, and structured JSON outputs to turn a vague user request into a polished, PDF research report in about seven minutes. By sharing the architecture, tools (e.g., Brave Search, ScrapingAnt, OpenRouter, Markdown Master), and a ready-to-use template, the author encourages product managers to develop AI intuition, automate knowledge-heavy tasks, and build impressive portfolio projects.

    #n8n #anthropic #multiagent #lowcode #automation #zapier #makecom #aiagents #orchestrator #bravesearch #scrapingant #openrouter #markdownmaster #workflowautomation #nocode #aiworkflow #productmanager #airesearch #pdfgeneration #jsonoutput #aiportfolio #knowledgeautomation #aicollaboration #workflowbuilder #aiintegration

    https://www.productcompass.pm/p/multi-agent-research-system
    And of course someone just had .. just had to try it out ! This guy literally recreated the entire system usng N8N ! Check this out ! The article explains how the author recreated Anthropic’s recently published multi-agent research system entirely with the low-code automation platform n8n, eliminating the need for traditional software engineering. Central to the solution is a clearly separated set of AI agents—Customer Support, Lead (Orchestrator), multiple parallel Search Subagents, and a Copywriter—that collaborate through n8n workflows, external APIs, and structured JSON outputs to turn a vague user request into a polished, PDF research report in about seven minutes. By sharing the architecture, tools (e.g., Brave Search, ScrapingAnt, OpenRouter, Markdown Master), and a ready-to-use template, the author encourages product managers to develop AI intuition, automate knowledge-heavy tasks, and build impressive portfolio projects. #n8n #anthropic #multiagent #lowcode #automation #zapier #makecom #aiagents #orchestrator #bravesearch #scrapingant #openrouter #markdownmaster #workflowautomation #nocode #aiworkflow #productmanager #airesearch #pdfgeneration #jsonoutput #aiportfolio #knowledgeautomation #aicollaboration #workflowbuilder #aiintegration https://www.productcompass.pm/p/multi-agent-research-system
    I Copied the Multi-Agent Research System by Anthropic. No Coding!
    www.productcompass.pm
    A deep research n8n template with step-by step instructions. You can use those techniques for competitor analysis, outbound marketing, or lead generation.
    0 Comments ·0 Shares ·134 Views
  • The ever-so careful Anthropic ! Meticulously daling with the fundamentals the complete exact opposite of OpenAI (Oh wait they are ex-OpenAI emplyess by the way .. right ?)

    Anthropic’s new Research feature adopts a multi-agent architecture where a lead Claude model orchestrates specialized subagents that search the web and other tools in parallel, enabling dynamic, breadth-first investigations that outperform single-agent approaches. Achieving dependable performance required careful prompt engineering—teaching agents how to delegate, scale effort, choose tools, and think aloud—as well as bespoke evaluation methods that combine LLM-as-judge metrics with human review. While the system delivers significant accuracy and speed gains, it also introduces engineering and economic challenges such as heavy token consumption, stateful error handling, and complex deployment, all of which demand rigorous observability, iterative testing, and robust production safeguards.

    #claude #anthropic #research #multiagent #airesearch #webresearch #perplexity #searchgpt #tavily #aiagents #promptengineering #llmasajudge #aiorchestration #parallelprocessing #breadthfirst #tokenoptimization #aiobservability #productionai #aitools #aievaluation

    https://www.anthropic.com/engineering/built-multi-agent-research-system
    The ever-so careful Anthropic ! Meticulously daling with the fundamentals the complete exact opposite of OpenAI (Oh wait they are ex-OpenAI emplyess by the way .. right ?) Anthropic’s new Research feature adopts a multi-agent architecture where a lead Claude model orchestrates specialized subagents that search the web and other tools in parallel, enabling dynamic, breadth-first investigations that outperform single-agent approaches. Achieving dependable performance required careful prompt engineering—teaching agents how to delegate, scale effort, choose tools, and think aloud—as well as bespoke evaluation methods that combine LLM-as-judge metrics with human review. While the system delivers significant accuracy and speed gains, it also introduces engineering and economic challenges such as heavy token consumption, stateful error handling, and complex deployment, all of which demand rigorous observability, iterative testing, and robust production safeguards. #claude #anthropic #research #multiagent #airesearch #webresearch #perplexity #searchgpt #tavily #aiagents #promptengineering #llmasajudge #aiorchestration #parallelprocessing #breadthfirst #tokenoptimization #aiobservability #productionai #aitools #aievaluation https://www.anthropic.com/engineering/built-multi-agent-research-system
    How we built our multi-agent research system
    www.anthropic.com
    On the the engineering challenges and lessons learned from building Claude's Research system
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  • NVIDIA's Nemotron family delivers enterprise-grade multimodal AI models designed for complex reasoning tasks across scientific research, advanced mathematics, coding, and visual analysis. The lineup includes three variants optimized for different deployment scenarios: Nano for edge computing and cost-sensitive applications, Super for single-GPU workloads balancing performance and efficiency, and Ultra for maximum accuracy in data center environments. Unlike many AI models with restrictive licensing, Nemotron offers commercial viability with an open license that allows organizations to customize the models while maintaining control over their data and deployments.

    #Nemotron #NVIDIANemotron #NVIDIA #MultimodalAI #EnterpriseAI #AICoding #AIScience #AIReasoning #OpenSourceAI #EdgeAI #ComputerVision #AIModels #MachineLearning #ArtificialIntelligence #TechInnovation

    https://build.nvidia.com/nvidia/llama-3_1-nemotron-ultra-253b-v1
    https://github.com/NVIDIA/GenerativeAIExamples
    NVIDIA's Nemotron family delivers enterprise-grade multimodal AI models designed for complex reasoning tasks across scientific research, advanced mathematics, coding, and visual analysis. The lineup includes three variants optimized for different deployment scenarios: Nano for edge computing and cost-sensitive applications, Super for single-GPU workloads balancing performance and efficiency, and Ultra for maximum accuracy in data center environments. Unlike many AI models with restrictive licensing, Nemotron offers commercial viability with an open license that allows organizations to customize the models while maintaining control over their data and deployments. #Nemotron #NVIDIANemotron #NVIDIA #MultimodalAI #EnterpriseAI #AICoding #AIScience #AIReasoning #OpenSourceAI #EdgeAI #ComputerVision #AIModels #MachineLearning #ArtificialIntelligence #TechInnovation https://build.nvidia.com/nvidia/llama-3_1-nemotron-ultra-253b-v1 https://github.com/NVIDIA/GenerativeAIExamples
    llama-3.1-nemotron-ultra-253b-v1 Model by NVIDIA | NVIDIA NIM
    build.nvidia.com
    Superior inference efficiency with highest accuracy for scientific and complex math reasoning, coding, tool calling, and instruction following.
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  • Last year Google introduced Project Astra, a research prototype of a universal AI assistant. Since then they have developed improved memory, added computer control and enhanced voice output, and are working to bring these new capabilities to Gemini Live and other products.

    #ProjectAstra #GeminiLive #GoogleAI #AIassistant #UniversalAI #AIMemory #AIComputerControl #AIVoice #AIEnhancements #ResearchPrototype #AIIntegration #ArtificialIntelligence #Bard #ChatGPT #Claude #FutureofAI

    Learn more about Project Astra:
    https://deepmind.google/models/project-astra/

    https://youtu.be/MQ4JfafE5Wo?si=aGVmszxg1CLohSUt
    https://youtube.com/playlist?list=PLqYmG7hTraZBNoGqfQoE-tjWpUd1G6XYB&si=8jN5KGnzePIR3dP7
    Last year Google introduced Project Astra, a research prototype of a universal AI assistant. Since then they have developed improved memory, added computer control and enhanced voice output, and are working to bring these new capabilities to Gemini Live and other products. #ProjectAstra #GeminiLive #GoogleAI #AIassistant #UniversalAI #AIMemory #AIComputerControl #AIVoice #AIEnhancements #ResearchPrototype #AIIntegration #ArtificialIntelligence #Bard #ChatGPT #Claude #FutureofAI Learn more about Project Astra: https://deepmind.google/models/project-astra/ https://youtu.be/MQ4JfafE5Wo?si=aGVmszxg1CLohSUt https://youtube.com/playlist?list=PLqYmG7hTraZBNoGqfQoE-tjWpUd1G6XYB&si=8jN5KGnzePIR3dP7
    Project Astra
    deepmind.google
    Project Astra is a research prototype exploring breakthrough capabilities for Google products — on the way to building a universal AI assistant. Its current capabilities include spatial...
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  • Streamline Your AI Interactions with OpenMemory

    OpenMemory is a groundbreaking Chrome extension designed to enhance your experience with multiple AI assistants like ChatGPT, Claude, and Perplexity by synchronizing context across different platforms. This innovative tool addresses the common frustration of losing conversations and context when switching between assistants, allowing you to capture, retrieve, and inject memories in real time. With features such as a collapsible sidebar for managing your memories and the ability to sync context effortlessly, OpenMemory ensures you can keep your conversations coherent and productive.

    The extension is open-source, free to use, and employs a strict privacy model to keep your data secure. Whether you’re a developer organizing snippets of code or a researcher compiling information, OpenMemory makes interactions with AI assistants more efficient and seamless.

    #OpenMemory #AIIntegration #ChromeExtension #AItools #ChatGPT #ClaudeAI #DataPrivacy #Automation #Productivity #TechSolutions #DeveloperTools

    https://dev.to/anmolbaranwal/how-to-sync-context-across-ai-assistants-chatgpt-claude-perplexity-in-your-browser-2k9l
    Streamline Your AI Interactions with OpenMemory OpenMemory is a groundbreaking Chrome extension designed to enhance your experience with multiple AI assistants like ChatGPT, Claude, and Perplexity by synchronizing context across different platforms. This innovative tool addresses the common frustration of losing conversations and context when switching between assistants, allowing you to capture, retrieve, and inject memories in real time. With features such as a collapsible sidebar for managing your memories and the ability to sync context effortlessly, OpenMemory ensures you can keep your conversations coherent and productive. The extension is open-source, free to use, and employs a strict privacy model to keep your data secure. Whether you’re a developer organizing snippets of code or a researcher compiling information, OpenMemory makes interactions with AI assistants more efficient and seamless. #OpenMemory #AIIntegration #ChromeExtension #AItools #ChatGPT #ClaudeAI #DataPrivacy #Automation #Productivity #TechSolutions #DeveloperTools https://dev.to/anmolbaranwal/how-to-sync-context-across-ai-assistants-chatgpt-claude-perplexity-in-your-browser-2k9l
    How to sync Context across AI Assistants (ChatGPT, Claude, Perplexity...) in your browser
    dev.to
    Most people today use more than one AI assistant such as ChatGPT, Claude, Perplexity. But none of...
    0 Comments ·0 Shares ·466 Views
  • Unlock the potential of AI with Anthropic's guide to prompt engineering for Claude! This comprehensive resource helps developers craft effective prompts to maximize Claude's capabilities in various applications. Learn key strategies for optimizing your prompts to improve response quality and relevance, whether you're focused on creative writing, coding assistance, or more specialized tasks. With practical examples and detailed tips, you'll gain the insights needed to create powerful interactions with AI. Start enhancing your projects with Claude's advanced capabilities today!

    #AIPromptEngineering #ClaudeAI #MachineLearning #TechInnovation #Anthropic#anthropic #claude #promptengineering #ai #artificialintelligence #promptdesign #machinelearning #largeLanguageModels #llm #nlp #naturalLanguageProcessing #promptoptimization #airesearch #aitools #googlebard #chatgpt #gemini #aiwriting #aicoding #aichatbot

    https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview
    Unlock the potential of AI with Anthropic's guide to prompt engineering for Claude! 🌟 This comprehensive resource helps developers craft effective prompts to maximize Claude's capabilities in various applications. Learn key strategies for optimizing your prompts to improve response quality and relevance, whether you're focused on creative writing, coding assistance, or more specialized tasks. With practical examples and detailed tips, you'll gain the insights needed to create powerful interactions with AI. Start enhancing your projects with Claude's advanced capabilities today! 🤖✨ #AIPromptEngineering #ClaudeAI #MachineLearning #TechInnovation #Anthropic#anthropic #claude #promptengineering #ai #artificialintelligence #promptdesign #machinelearning #largeLanguageModels #llm #nlp #naturalLanguageProcessing #promptoptimization #airesearch #aitools #googlebard #chatgpt #gemini #aiwriting #aicoding #aichatbot https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview
    0 Comments ·0 Shares ·445 Views
  • **NotebookLM: Your AI-Powered Research and Learning Assistant**

    NotebookLM, developed by Google, is an AI-powered tool designed to supercharge your research and learning process. It allows you to upload source materials like documents, notes, and articles, and then uses AI to generate summaries, answer questions, and even brainstorm new ideas based on your content. This helps users quickly grasp key concepts, identify connections, and overcome writer's block. Whether you're a student, researcher, or professional, NotebookLM streamlines information analysis and unlocks deeper insights from your research materials.

    #NotebookLM #GoogleAI #AIResearch #AILearning #ResearchAssistant #StudyTools #NoteTaking #AIForStudents #InformationAnalysis #DeepLearning #GoogleForEducation #AIWriting

    https://www.kdnuggets.com/notebooklm-deep-research-the-ultimate-learning-hack
    **NotebookLM: Your AI-Powered Research and Learning Assistant** NotebookLM, developed by Google, is an AI-powered tool designed to supercharge your research and learning process. It allows you to upload source materials like documents, notes, and articles, and then uses AI to generate summaries, answer questions, and even brainstorm new ideas based on your content. This helps users quickly grasp key concepts, identify connections, and overcome writer's block. Whether you're a student, researcher, or professional, NotebookLM streamlines information analysis and unlocks deeper insights from your research materials. #NotebookLM #GoogleAI #AIResearch #AILearning #ResearchAssistant #StudyTools #NoteTaking #AIForStudents #InformationAnalysis #DeepLearning #GoogleForEducation #AIWriting https://www.kdnuggets.com/notebooklm-deep-research-the-ultimate-learning-hack
    NotebookLM + Deep Research: The Ultimate Learning Hack - KDnuggets
    www.kdnuggets.com
    Let’s unlock smarter, faster learning by combining NotebookLM with deep research strategies.
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  • Official Video from MIT peronnel in charge of the study on AI impact on children's learning

    A study from MIT's Media Lab reveals that using ChatGPT for educational purposes may impair critical thinking and cognitive engagement in users, particularly younger ones. Participants who utilized ChatGPT exhibited lower brain activity and creativity than those who either did not use AI or relied on traditional search methods like Google. These findings raise concerns about the impact of generative AI on learning, suggesting that as society increasingly adopts AI for education, cognitive development might suffer long-term.

    Key Points
    A recent MIT study indicates ChatGPT users showed the lowest brain engagement compared to those using traditional search methods or none at all.
    Subjects using ChatGPT produced similar essays lacking original thought and showed a tendency to plagiarize content as the study progressed.
    The brain activity of the ChatGPT group indicated lower executive control and attentional engagement, suggesting that reliance on AI could hinder cognitive processes.
    In contrast, the group that did not use AI displayed higher neural connectivity, creativity, and satisfaction with their writing.
    The study's author, Nataliya Kosmyna, emphasizes the potential for detrimental effects on developing minds if AI tools are improperly implemented in education.
    Psychiatrist Dr. Zishan Khan warns of psychological consequences for children overly dependent on AI, which may weaken essential cognitive skills.
    The research highlights the necessity for active legislation and educational practices to ensure that AI complements, rather than detracts from, the developing brain's capabilities.
    https://time.com/7295195/ai-chatgpt-google-learning-school/
    Official Video from MIT peronnel in charge of the study on AI impact on children's learning A study from MIT's Media Lab reveals that using ChatGPT for educational purposes may impair critical thinking and cognitive engagement in users, particularly younger ones. Participants who utilized ChatGPT exhibited lower brain activity and creativity than those who either did not use AI or relied on traditional search methods like Google. These findings raise concerns about the impact of generative AI on learning, suggesting that as society increasingly adopts AI for education, cognitive development might suffer long-term. Key Points A recent MIT study indicates ChatGPT users showed the lowest brain engagement compared to those using traditional search methods or none at all. Subjects using ChatGPT produced similar essays lacking original thought and showed a tendency to plagiarize content as the study progressed. The brain activity of the ChatGPT group indicated lower executive control and attentional engagement, suggesting that reliance on AI could hinder cognitive processes. In contrast, the group that did not use AI displayed higher neural connectivity, creativity, and satisfaction with their writing. The study's author, Nataliya Kosmyna, emphasizes the potential for detrimental effects on developing minds if AI tools are improperly implemented in education. Psychiatrist Dr. Zishan Khan warns of psychological consequences for children overly dependent on AI, which may weaken essential cognitive skills. The research highlights the necessity for active legislation and educational practices to ensure that AI complements, rather than detracts from, the developing brain's capabilities. https://time.com/7295195/ai-chatgpt-google-learning-school/
    ChatGPT's Impact On Our Brains According to an MIT Study
    time.com
    The study, from MIT Lab scholars, measured the brain activity of subjects writing SAT essays with and without ChatGPT.
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  • Claude Code is an AI-powered coding assistant integrated into your terminal. It leverages Claude Opus 4, the same model used by Anthropic's researchers, to understand your codebase and automate routine coding tasks. This allows for faster code execution and explanations. The tool aims to enhance developer productivity by providing an agentic coding experience directly within the terminal environment. It is designed to be safe, accurate, and secure, focusing on aiding developers in their coding workflows.

    #claudecode #claudeopus #ai #codingassistant #terminal #anthropic #agenticcoding #aicoding #developerproductivity #codingtools #codex #githubcopilot #safecoding #accuratecoding #securecoding

    https://youtu.be/U_QHbKvSxxM?si=yzeHz4tzURNC89Zb
    https://www.datacamp.com/tutorial/claude-code
    Claude Code is an AI-powered coding assistant integrated into your terminal. It leverages Claude Opus 4, the same model used by Anthropic's researchers, to understand your codebase and automate routine coding tasks. This allows for faster code execution and explanations. The tool aims to enhance developer productivity by providing an agentic coding experience directly within the terminal environment. It is designed to be safe, accurate, and secure, focusing on aiding developers in their coding workflows. #claudecode #claudeopus #ai #codingassistant #terminal #anthropic #agenticcoding #aicoding #developerproductivity #codingtools #codex #githubcopilot #safecoding #accuratecoding #securecoding https://youtu.be/U_QHbKvSxxM?si=yzeHz4tzURNC89Zb https://www.datacamp.com/tutorial/claude-code
    0 Comments ·0 Shares ·638 Views
  • Supa, is an AI tool with capabilities for various tasks like presentation creation, document editing, research, and writing. It's positioned as a tool to enhance content quality and streamline workflows. The search results indicate it's available across multiple devices, suggesting a focus on accessibility and user convenience. It's also positioned as a solution that can help in document creation and improve the content quality quickly.
    #supa #ai #artificialintelligence #contentcreation #documentediting #presentationmaker #researchtool #writingtool #microsoftdesigner #canva #chatgpt #googledocs #multidevice #accessibility

    https://www.supa.inc/
    Supa, is an AI tool with capabilities for various tasks like presentation creation, document editing, research, and writing. It's positioned as a tool to enhance content quality and streamline workflows. The search results indicate it's available across multiple devices, suggesting a focus on accessibility and user convenience. It's also positioned as a solution that can help in document creation and improve the content quality quickly. #supa #ai #artificialintelligence #contentcreation #documentediting #presentationmaker #researchtool #writingtool #microsoftdesigner #canva #chatgpt #googledocs #multidevice #accessibility https://www.supa.inc/
    Supa | Your AI Teammate
    www.supa.inc
    Create presentations, write papers, filter CVs, send emails. Get your tasks done 100x faster with Supa
    0 Comments ·0 Shares ·470 Views
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