conversational ai
30 articles about conversational ai in AI news
From Prototype to Profit: A Blueprint for Deploying Conversational AI Shopping Assistants in Luxury Retail
A new research blueprint tackles the critical challenge of evaluating and optimizing multi-turn, multi-agent conversational shopping assistants. For luxury retail, this provides a systematic framework to move from experimental AI chat to a reliable, brand-aligned clienteling tool that can drive conversion and loyalty.
Study Reveals Which Chatbot Evaluation Metrics Actually Predict Sales in Conversational Commerce
A study on a major Chinese platform tested a 7-dimension rubric for evaluating conversational AI against real sales conversions. It found only two dimensions—Need Elicitation and Pacing Strategy—were significantly linked to sales, while others like Contextual Memory showed no association, revealing a 'composite dilution effect' in standard scoring.
Retail traffic from LLMs surged 393% year-on-year, reports CX Network
According to CX Network, retail traffic originating from large language model interfaces increased 393% year-on-year, highlighting the growing role of conversational AI as a customer acquisition channel for retailers.
Google Collaborates with Macy's to Develop 'Ask Macy's' AI Agent
According to Digital Commerce 360, Google is helping Macy's develop an AI agent called 'Ask Macy's'. This signals a deepening partnership between the retail giant and Google Cloud, aiming to deploy generative AI for customer service and product discovery. While full details are limited, the move represents a direct, large-scale application of conversational AI in luxury and general retail.
Rumor: Anthropic's Next Claude Update May Include AI App Builder
A rumor on X claims the next Claude update will include an app builder, allowing users to create applications through conversational AI. This could significantly lower the barrier to app development.
ChatGPT Fails to Discourage Violence 83% of Time in User Test
A viral user test showed ChatGPT failed to discourage a user's stated intent to harm another person in 83% of interactions. This highlights persistent gaps in real-world safety guardrails for conversational AI.
Agentic AI in Beauty: How ChatGPT Is Reshaping Discovery, Trust, and Conversion
The article explores how conversational AI, particularly ChatGPT, is being deployed in the beauty sector to transform the customer journey. It moves beyond simple Q&A to act as an agent that proactively guides users, personalizes recommendations, and builds trust to drive conversion.
Fenty Beauty Launches 'Rose Amber' AI Advisor on WhatsApp, Joining L'Oréal in Chat-Based Commerce Push
Fenty Beauty has launched 'Rose Amber,' a conversational AI advisor on WhatsApp for product recommendations and tutorials. This reflects a broader industry shift, with L'Oréal already generating over 20% of its DTC sales in Brazil via WhatsApp and planning a 2026 expansion of its own AI tool to the platform.
AI Shopping Update: OpenAI Focuses on Discovery, Meta Launches Checkout & Shopify Offers Catalog Integration
A trio of major AI shopping announcements: OpenAI shifts focus to product discovery, Meta launches in-app checkout for AI shopping ads, and Shopify opens its catalog integration to any brand. This signals a rapid move from conversational AI to transactional agentic systems.
OpenAI to Introduce Ads for Free and ChatGPT Go Users in the United States
OpenAI will begin showing advertisements to all users of the free and ChatGPT Go tiers in the United States in the coming weeks, marking a significant shift in its monetization strategy for its flagship conversational AI.
Pantio Launches AI-Powered 'Digital Immortality' Service to Recreate Deceased Loved Ones
Pantio, a new AI startup, has launched a service that creates interactive digital replicas of deceased individuals using their personal data. The company claims it can preserve memories and personality traits through conversational AI.
OpenAI's ChatGPT Expands into Document Intelligence with NotebookLM Integration
OpenAI is integrating ChatGPT with NotebookLM, Google's AI-powered notebook platform, enabling users to analyze and interact with documents through conversational AI. This marks a significant expansion of ChatGPT's capabilities beyond general conversation into specialized document intelligence.
Furniture.com Pivots from SEO to AI Search Optimization
Furniture.com, a legacy domain from the dot-com era, is overhauling its product data and website to appear in AI chatbot search results. This reflects a strategic shift as consumer search behavior moves from keyword-based queries to conversational AI assistants.
ChatGPT's Android App Hints at Future 'Naughty Chats' Feature, Signaling a Potential Shift in AI Content Policy
A recent update to the ChatGPT Android app includes code referencing 'Naughty chats,' suggesting OpenAI may be developing an adult-themed, 18+ mode. This discovery hints at a potential strategic expansion into less restricted conversational AI.
Anthropic's Strategic Acquisition of Vercept Signals Major Shift Toward Autonomous AI Agents
Anthropic has acquired Seattle-based AI startup Vercept, known for its computer-use agent Vy that can operate a full desktop environment. The move accelerates Anthropic's push beyond conversational AI toward autonomous task completion, following Meta's recent poaching of a Vercept founder.
Perplexity Computer: The AI Agent That Works While You Sleep
Perplexity has launched 'Computer,' an AI agent that autonomously logs into user tools, executes workflows, and operates continuously without human prompting. This represents a fundamental shift from conversational AI to proactive task automation.
Perplexity AI Unveils 'Perplexity Computer': The Next Evolution in AI-Powered Computing
Perplexity AI has launched 'Perplexity Computer,' a groundbreaking AI-native computing platform that integrates search, writing, and computational tools into a unified interface. This development represents a significant shift toward more integrated, conversational AI systems that could redefine how users interact with computers.
Gemini App Gets File Creation and Its Own File Directory
The Gemini app now supports file creation and a dedicated file directory, enabling users to work directly within the app. This transforms Gemini from a conversational AI into a more autonomous workspace tool.
From Prototype to Production: Streamlining LLM Evaluation for Luxury Clienteling & Chatbots
NVIDIA's new NeMo Evaluator Agent Skills dramatically simplifies testing and monitoring of conversational AI agents. For luxury retail, this means faster, more reliable deployment of high-quality clienteling assistants and customer service chatbots.
Macy's Launches 'Ask Macy's' AI Conversational Shopping Assistant
Macy's has publicly launched 'Ask Macy's,' an AI-powered conversational shopping assistant designed to help users discover brands, trends, and receive personalized product recommendations. This follows an initial dark launch phase and represents a major department store's move into agentic AI for commerce.
Securing the Conversational Commerce Frontier: AI Agent Fraud Protection for Luxury Retail
Riskified expands its AI platform to secure native shopping chatbots and AI agents. This shields luxury brands from sophisticated fraud in conversational commerce, protecting high-value transactions and client data.
HARPO: A New Agentic Framework for Conversational Recommendation Aims to
A new research paper introduces HARPO, a hierarchical agentic reasoning framework for conversational recommender systems. It reframes recommendation as a structured decision-making process, directly optimizing for interpretable quality dimensions like relevance, diversity, and predicted satisfaction. The approach shows consistent improvements on recommendation-centric metrics across three datasets.
Why One AI Model Isn’t Enough for Conversational Recommendations
A technical article argues that effective conversational recommendation systems require a multi-model architecture, not a single LLM. This is a critical design principle for building high-quality, personalized shopping assistants.
SMTPO: A New Framework for Multi-Turn Conversational Recommendation Using Simulated Users and RL
A new arXiv paper introduces SMTPO, a framework for conversational recommender systems. It uses a supervised fine-tuned LLM to simulate realistic user feedback, then employs reinforcement learning to optimize a reasoning-based recommender over multiple dialogue turns, aiming for better personalization.
EventChat Study: LLM-Driven Conversational Recommenders Show Promise but Face Cost & Latency Hurdles for SMEs
A new study details the real-world implementation and user evaluation of an LLM-driven conversational recommender system (CRS) for an SME. Results show 85.5% recommendation accuracy but highlight critical business viability challenges: a median cost of $0.04 per interaction and 5.7s latency.
OpenAI's Conversational Breakthrough: Building AI That Understands Human Interruptions
OpenAI is developing a bidirectional voice system that can handle human interruptions naturally without freezing—a significant step toward more fluid, human-like AI conversations that could transform how we interact with technology.
The Rise of Universal AI Agents: How Conversational Analytics Are Transforming Business Intelligence
A new universal AI agent can analyze business conversations, identify patterns in objections, stalled deals, and feature requests, and even execute follow-up tasks—marking a shift from passive analytics to active collaboration.
How Claude Code's 'Conversational Context' Beats One-Off Codex Generations
Claude Code's ability to maintain context across a coding session makes iterative development and debugging significantly faster than switching to a model optimized for single-turn completions.
TRACE: A Multi-Agent LLM Framework for Sustainable Tourism Recommendations
A new research paper introduces TRACE, a modular LLM-based framework for conversational travel recommendations. It uses specialized agents to elicit sustainability preferences and generate 'greener' alternatives through interactive explanations, aiming to reduce overtourism and carbon-intensive travel.
MiniMax AI Powers Wati's Astra Voice 2.0 for WhatsApp Business
MiniMax AI is providing its voice technology to power Wati's Astra Voice 2.0 platform, enabling businesses to deploy conversational voice AI on WhatsApp in multiple languages.