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TikTok announced the rollout of Shopping Assistant and one-click purchases from brands directly in the app. According to the company, the assistant is intended to answer questions about products, shipping, sizing and availability, and remember user preferences during a conversation.
AWS has made the aws-ai-ml skill available through Agent Toolkit for AWS. According to the company, coding agents can measure inference performance in Amazon SageMaker AI, compare runs, recommend configurations and generate executable code.
HackerRank is making Chakra available to customers on Monday after approximately six months of beta testing. Candidates work on a task involving a real code repository with an AI assistant; the tool tracks their approach, asks follow-up questions and assesses their performance.
The guide from AWS shows how to transfer Amazon Quick resources between accounts using the sample MCP Quick Resource Migrator server. It offers a preview of changes and optional backups; according to the company, the transfer can be repeated and does not delete anything in the target account.
AWS has added support for decision models (Jev, Strands Decider 2B) to Amazon Bedrock AgentCore Evaluations, which return calibrated probabilities over a fixed set of answers as a fast complement to LLM judges. The service was previously also used to evaluate the explainability of multi-agent systems.
New: Decision models return calibrated probabilities instead of free-form text; Amazon Bedrock AgentCore Evaluations includes 15 built-in evaluators plus custom evaluators; Examples of decision models: Jev (TypeSafe) and Strands Decider 2B; Code-based evaluators can call Lambda functions with custom logic; Decision models are suitable for questions with a fixed set of answers (safety, policy compliance)
AWS has described how to connect the Claude Desktop product with Web Search via MCP and AgentCore Gateway. Corporate login is handled by AWS IAM Identity Center, the Amazon Cognito service issues JWTs, and the gateway verifies them on every request.
AWS described a procedure for training a search agent with the Qwen3.6-27B model in the Amazon SageMaker AI MTRL service. The reward evaluates the final ranking of the documents found using nDCG@10; reaching interaction or generation limits results in a penalty.
Meta is expanding its Muse agent for small businesses with integration with 15 services and Facebook, Instagram, and Meta Ads business accounts. The Muse for Small Business version is free with usage limits; higher usage requires a subscription.
The computer use feature is in public preview in the GitHub Copilot CLI and GitHub Copilot app tools for macOS and Windows. According to GitHub, it allows control of desktop applications. It requires user consent, and organizations can disable it.
The automations feature in GitHub Copilot in the VS Code editor allows running agent tasks hourly, daily, weekly, or on demand. A task definition can be created from a template or using a custom prompt. The feature is available in preview.
Part of an overview of multiple AI topics; only this event has been covered.
AWS has published a guide on connecting the NVIDIA NeMo Agent Toolkit with the Amazon S3 Vectors service for persistent agent memory. The described solution assumes deployment on Amazon EKS with automatic saving and retrieval of context.
The dynamic workflows feature is available in public preview in Copilot CLI, GitHub Copilot app, and GitHub Copilot SDK on all GitHub Copilot plans. It allows defining sequential and concurrent steps and agent involvement in code.
DoorDash has announced an AI agent for ordering food through Apple Messages. According to the company, it is meant to recognize a usual order, recommend local businesses, and take into account a group's dietary preferences. The waitlist is open to users in the US.
Part of a broader thematic overview; only this AI event has been covered.
The company Instinct has launched the Instinct Selections feature with recommendations for shopping, dining, and travel. According to the company, human partners are involved in the selection. Several users criticize unsolicited offers; one described recommendations based on emails and planned trips.
AWS's guide shows an assistant for querying insurance claim documents. It uses Amazon Bedrock Knowledge Bases and the AgenticRetrieveStream API for retrieval and answers with citations. It works with synthetic records.
AWS's guide demonstrates a music workflow with three agents: one generates audio on a GPU, another edits it, and a third reviews it. They share files on a single instance; according to the company, the Amazon Bedrock AgentCore Runtime Instances service supports sessions of up to 14 days.
According to their management, Ataccama and Sudolabs are fundamentally changing software development in favor of AI agents: Ataccama is shrinking teams and building an internal marketplace of tools for Claude, while Sudolabs has banned code writing and laid off employees unable to adapt.
Wabi 2.0 has opened to all users and is free for now. The personal AI assistant organizes tasks into topic-based threads with custom apps. According to the founder, it automatically creates initial threads and apps after users connect their email.
New: Wabi 2.0 was made available to all users on Monday.; The assistant organizes tasks and long-term goals into separate threads.; According to the founder, it automatically creates initial threads and apps after users connect their email.; Threads can be shared as group conversations.
IEEE Spectrum presents the IC-STAR project for autonomous control of chip design from the digital to the analog phase; according to the source, the company Ambiq has deployed it in production. The source does not provide technical details.
Manus has released version 2.0 with a video editor, multiplayer game hosting and remote control of agents from a phone. According to the company, the new Cascade harness reduced token consumption by 23.2 % and costs by 32 %.
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