Vision Ai

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aws3 min readCurated summary

Anthropic Claude Fable 5 on AWS: Mythos-class capabilities with built-in safeguards now available | Amazon Web Services

Claude Fable 5 is now available through Amazon Bedrock and Claude Platform on AWS, offering Mythos-level performance with safeguards for broader access. Anthropic highlights its ability to perform long-running tasks, analyze complex visual documents, and verify or improve its own work. Access requires specific data-sharing consent, and higher-risk requests may be routed to Claude Opus 4.8. ## Capabilities and Safeguards - Supports extended, asynchronous coding and knowledge-work tasks with minimal intervention. - Interprets diagrams, charts, tables, files, and PDFs for research, finance, legal, analytics, architecture, gaming, and software development. - Uses vision to compare implemented designs with intended goals. - Can update skills, create evaluation harnesses, and perform proactive self-verification. - Cybersecurity, biology, chemistry, and health prompts with elevated misuse risk may be handled by Opus 4.8 instead. - The unrestricted Claude Mythos 5 is limited to a small group of vetted customers. ## Accessing Fable 5 on Amazon Bedrock - Available through: - Anthropic’s Messages API using `bedrock-mantle` or `bedrock-runtime`. - AWS Invoke and Converse APIs through `bedrock-runtime`. - The Amazon Bedrock console Playground. - Model access is being expanded gradually across AWS accounts; customers can contact AWS Support for expedited access. ## Required Data Sharing - Users must opt into data sharing through the Data Retention API by setting `provider_data_share`. - No console interface is available for this setting at launch. - Anthropic requires: - 30-day retention of inputs and outputs. - Human review. - Data retention enables abuse detection across multiple interactions rather than isolated requests. - Example endpoints are provided for both `bedrock-mantle` and `bedrock-runtime`. ## SDK and API Usage - Install the Anthropic Python SDK with `pip install anthropic`. - The Messages API can be called through the Bedrock Mantle endpoint using model ID `anthropic.claude-fable-5`. - Boto3’s Converse API supports unified multi-model access through model ID `global.anthropic.claude-fable-5`. - Users can configure token limits and submit tasks such as designing a multi-region AWS architecture supporting 100,000 requests per second. ## Pricing and Routing - Requests routed to Opus 4.8 because of harmful content are charged at Opus rates. - If a conversation is blocked mid-request, initial tokens are charged at Fable rates and later tokens at Opus rates. - Pricing details are available on the Amazon Bedrock pricing page. Claude Fable 5 is best suited to ambitious, long-running workloads that benefit from advanced reasoning and document or visual understanding. Before using it, organizations should confirm account access, configure the required data-sharing settings, and evaluate whether the 30-day retention and human-review requirements fit their compliance policies.

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kakao3 min readCurated summary

Key Players in the Agentic AI Ecosystem: MCP Player 10 Wraps Up, and What’s Next!

Kakao’s first MCP Player 10 competition showcased how developers are using Model Context Protocol (MCP) to build practical agentic AI services. More than 150 teams participated, and ten finalists were selected for solutions addressing childcare, startup support, culture, gaming, legal research, and safety. Kakao plans to expand this ecosystem through the upcoming Agentic Player 10 competition and deeper integration with Kakao Tools. ## The MCP Player 10 Competition - The competition ran from December 19, 2025, to January 18, 2026, on Kakao’s PlayMCP open platform. - It emphasized: - Creativity - Everyday usefulness - Technical stability - The goal was to encourage developers to create MCP servers that solve real-world problems with AI. - Ten teams were selected after internal evaluation and received a share of 21 million won in support funding, along with opportunities to collaborate with Kakao. ## Award-Winning MCP Services ### 어린이ZIP: AI Assistant for Childcare Teachers - Automates administrative work for daycare and kindergarten teachers. - Analyzes uploaded activity photos to generate drafts of parent notices and childcare journals. - Remembers child-specific details such as allergies and pickup arrangements. - Produces personalized responses in a warm, professional tone. ### SeedUp: Startup Support-Program Research - Collects and analyzes fragmented government startup-support announcements. - Summarizes eligibility requirements and relevant opportunities. - Helps founders develop application strategies. - Supports natural-language requests such as finding weekly deadlines or analyzing an uploaded announcement. ### Other Selected Services - **공유 비밀의 방:** An anonymous platform for sharing and empathizing with personal stories and AI conversations. - **바우만 16 안티에이징솔루션:** Recommends skincare routines using the Baumann 16 skin-type classification, cosmetic ingredient data, and skin pH analysis. - **아라드도우미:** A Dungeon & Fighter assistant using RAG and Vision AI to analyze patch notes, item trends, and optimized character builds. - **키즈허브:** Aggregates public data such as emergency-room availability, childcare waiting lists, and child-development information. - **택배추적기:** Combines package tracking with AI-based detection of smishing URLs in delivery-related messages. - **ArtBridge:** Recommends performances and exhibitions from approximately 200,000 records across nine cultural categories, using location, budget, and preferences. - **KidSafe:** Detects harmful language and emotional-crisis signals in children’s chatbot conversations, escalating serious cases to guardians or professional resources. - **LexiLink_ko:** Searches and organizes statutes, court precedents, and administrative interpretations through natural-language queries. All ten MCP servers are now officially available through the PlayMCP platform. ## PlayMCP’s Future Direction - PlayMCP will remain a developer-focused environment for building and distributing MCP servers. - Kakao Tools, available through ChatGPT for Kakao, will focus on helping general users experience MCP-based services. - Kakao plans to connect the two platforms more closely. - Kakao is considering managed infrastructure, including: - Kakao Cloud-based server support - Automated deployment - Greater operational responsibility for MCP service stability - PlayMCP may also support richer in-app interfaces through JSON-based widgets, similar to those already available in ChatGPT for Kakao. ## The Next Competition: Agentic Player 10 Kakao announced a second competition, Agentic Player 10, designed to connect developer-created agents with Kakao Tools and expose them to a broader audience. The program is positioned as an opportunity for startups and aspiring founders to test their services with real users and potentially bring their agents into KakaoTalk. Developers interested in building practical AI agents are encouraged to use PlayMCP and participate in Agentic Player 10 as the next step in Kakao’s expanding agentic AI ecosystem.

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