The release of Voice Agents has been announced. Through Voice Agents SDK, the service provides managed processing for real-time, two-way voice communication, with interfaces for telephony, browsers and custom audio input.
Claude Managed Agents sessions have respected organizational web search permissions since 6 October and domain restrictions since 14 October. Results must satisfy both organizational rules and the web_search tool settings.
The DeepScout service provides access to data on prices, availability and product ranges at online stores via API and MCP. Developers and business teams can use this data to build custom AI solutions for pricing analysis and automation.
OpenAI showed how the dots agent monitors a Slack channel, triages on-call alerts and creates an investigation thread in Codex. The presenter described continuing the same investigation from both a phone and a laptop.
AWS described an internal system of sales AI agents with continuous evaluation using Amazon Bedrock AgentCore. According to the company, the success rate in a pre-production test fell from 78 % to 38 % when related changes were not deployed simultaneously.
Groupon has opened a public test version of the LivingSocial marketplace with more than 50 thousand activities in the USA. An AI agent can compare offers and prepare a cart, but a person checks the price and completes payment. Booking a specific date or time is not yet available.
Bar-Ilan University made an AI study agent available in 71 courses for approximately 2 400 students. According to Microsoft, it draws exclusively on materials provided by instructors and supports searching, summarising and practice through quizzes.
Elisa is launching a beta version of the enterprise assistant Moontalk AIRI. According to NVIDIA, it is intended to retrieve company information, capture insights and record decisions during meetings and calls. It uses open NVIDIA Nemotron models.
Part of an overview of multiple AI topics; only this event has been covered.
The guide from AWS demonstrates a system with eight agents for processing business documents on Amazon Bedrock AgentCore. It routes unknown formats to a learning workflow and stores revised instructions for future use. According to the company, deployment takes approximately 15–20 minutes.
AWS has published a guide and a public repository for a system that generates PowerPoint presentations from source documents. An orchestration agent selects tools for summarization and document generation; according to internal testing by the authors, processing takes less than 90 seconds.
Tamnoon described how Tami uses Amazon Bedrock to investigate security findings and assess proposed fixes. According to the company, the solution reduced critical cloud risks by more than 90 % in 90 days without issues in production operations.
Since July, the VoiceBot voice assistant has been helping with selected billing and service inquiries on the T-Mobile customer helpline in the Czech Republic. The company is checking whether it understands customers correctly, while people handle more complex cases.
Anchor Browser with Agentic Payments is available on AWS Marketplace. According to AWS, it enables agents to pay for content and APIs protected by the x402 protocol through Amazon Bedrock AgentCore payments, which enforces configurable spending limits.
Discovery AI on Amazon Bedrock converts questions into security queries in Sonar. According to AWS, the deployment reduced query costs by 90 % and response times from approximately 60 to 15 seconds compared with the original prototype.
The Deckhand agent at ShipStation Global answers IT questions in Slack, reads screenshots of error messages, and manages tickets in Jira Service Management. According to the company, it resolved 97.5 % of queries in the support channel and received 96 % positive ratings from employees.
AWS demonstrated how to build an agent with Grok 4.7 on Amazon Bedrock. According to its test, the agent succeeded in 67 of 72 runs; the low setting consumed approximately one-eighth as many output tokens as xhigh, but had a lower success rate.
American Express has introduced Intent Intelligence Framework in ACE Developer Toolkit. The customer is to verify their identity and confirm the purchase instructions before payment. The agent then uses a digital payment credential instead of the actual card number.
Mirakl uses fine-tuned and open models running on GPUs and inference software from NVIDIA. According to NVIDIA, it has added over 70 million products this way and reduced the time required to onboard seller catalogs to less than two hours.
Part of an overview of multiple AI topics; only this event has been covered.
The guide from AWS shows how to deploy a single LLM on Amazon EKS across two GPU nodes: one processes the input, and the other generates the response. Ray LLM Deep Learning Containers connect both phases behind a shared interface compatible with OpenAI API.
Ambi is introducing apps for iPhone, Mac and Apple Watch that take meeting notes and can optionally listen all day. According to the company, the AI agent is intended to provide recommendations during meetings. Continuous capture is off by default.
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Importance: ▮▮▮ majorOpenAIModels✓ 6
Agent mode is available to all paying users
Until now, the mode was available only on the highest plan; it is now available on all paid tiers without a waitlist.
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