#dialogue state tracking
56 related articles
·3 min
Kimi K3 vs Claude Real-World Test: Near-Equal Performance at 1/8 the Price
Real-world comparison of Kimi K3 vs Claude flagship across e-commerce pages, 3D fighting games, and flight simulators. Kimi K3 delivers 90% output quality at 1/8 the price with faster speeds and local deployment support.
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·2 min
Older Google Home Gets Gemini Live Upgrade: Conditions and Experience Fully Explained
Google is rolling out Gemini Live conversational AI to older Google Home speakers, but subscription or plan requirements may apply. Here's what you need to know.
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·2 min
Older Google Home Gets Gemini Live Upgrade: Complete Breakdown of Requirements and Experience
Google is rolling out Gemini Live conversational AI to older Google Home speakers, but subscription or plan restrictions may apply. Full breakdown of the upgrade details and impact.
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·2 min
GPT-5.6 Hands-On Review: Analyzing the Agent Capabilities Behind Its #1 Ranking on the Frontend Development Leaderboard
GPT-5.6 SoulX High tops the frontend dev leaderboard at 1636 points with Agent Arena rank #2. Hands-on tests of portfolio pages and mystery games reveal its task decomposition and self-correction capabilities.
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·6 min
Harness Engineering: From Context Engineering to the Third Phase of AI Programming
Explore Harness Engineering: the next evolution beyond context engineering for AI programming. Learn how to build enterprise-grade Skill systems and deliver real projects with mid-tier models.
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·5 min
Will Chinese Open-Source Models Burst the US AI Bubble? A Deep Dive into the Transmission Chain
Chinese open-source models like Kimi K3 and DeepSeek approach US closed-source performance at a fraction of the cost. This deep dive analyzes the transmission chain from price competition to valuation reassessment.
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·3 min
Record AI Lobbying Spending: How Tech Giants Are Shaping Washington's Policy Agenda
AI industry lobbying in Washington hits record highs as OpenAI, Google, Meta, and other giants spend heavily to shape legislation. A deep analysis of the forces, landscape, and policy implications.
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·7 min
DIY Companion Robot: Building Your AI Desktop Buddy with Jetson Orin
A maker builds a DIY companion robot with NVIDIA Jetson Orin and 4S LiPo battery. Explore the full development journey from first power-up to AI interaction, including edge computing, power design, and companion robot trends.
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·3 min
ProductPai Weekly Roundup: 5 New AI Products Worth Watching
Based on the ProductPai discovery community's weekly rankings, we round up the top five new AI products—from the family AI picture book platform Tonghui and AI imaging studio Zopia to the layout tool Kami and macOS app Frosted.
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·3 min
ProductPai Weekly Roundup: 5 Noteworthy New AI Products
A roundup of the top five AI products from ProductPai's weekly rankings: from the family AI picture-book platform TongHui and AI imaging studio Zopia, to the document layout tool Kami and macOS efficiency app Frosted.
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·2 min
Codex in Practice: AI-Powered Programming with Natural Language Instructions — No Coding Background Required
Learn how to use Codex for AI-powered programming with natural language prompts — from generating origami assets to building a gesture-interactive portfolio site. No coding required.
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·2 min
OpenAI's New Voice Model: A Deep Dive into Real-Time Multilingual Simultaneous Interpretation
OpenAI's new voice model delivers near-zero-latency bidirectional conversation with real-time multilingual simultaneous interpretation across Cantonese, Spanish, and English.
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·4 min
Microsoft Teams Collaborative AI Agents: The Three-Pillar Framework of Manners, Privacy, and Polish
Microsoft Build deep dive: how to deploy AI agents in Teams multi-user collaboration. A three-pillar framework—Manners, Privacy, Polish—covering emoji reactions, targeted messages, Adaptive Cards, and more for enterprise agent developers.
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·2 min
How GPT-Live Solves the Cocktail Party Problem in Voice AI
OpenAI's GPT-Live voice model tackles the cocktail party problem through Background Robustness — enabling precise speaker focus in noisy, multi-person environments with natural multi-turn dialogue.
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·3 min
ChatGPT Voice Goes Full-Duplex: A Deep Dive into GPT-Live 1.0
OpenAI's ChatGPT Voice powered by GPT-Live 1.0 brings full-duplex voice interaction, real-time search, deep reasoning, and multilingual translation. Here's a deep dive.
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Fable Extended to July 19: Challenges …
·2 min
Fable Extended to July 19: Challenges and Lessons from AI Interactive Narrative Products
An in-depth look at what Fable's delay reveals about AI narrative products: technical bottlenecks in LLM coherence, cost sustainability, and content safety challenges.
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·6 min
A Beginner's Guide to Claude Code: Why Is It More Powerful Than Cursor and Trae?
Claude Code is Anthropic's local AI programming assistant that reads your entire codebase, auto-debugs, and delivers far higher accuracy than Cursor and Trae. Here's why it's the strongest AI coding tool today.
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·2 min
GPT Live Full-Duplex Voice AI: Speak and Listen at Once, Reason and Translate
OpenAI unveils GPT Live One voice model with full-duplex conversation—AI listens and responds while you speak. Real-time reasoning, web search, multitasking, and bidirectional translation redefine voice AI.
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·3 min
Why Are Companion AIs Being Pulled En Masse? The Triple Dilemma and a Path Forward for Practitioners
Major players are pulling companion agents en masse, exposing the triple dilemma of high consumption, low payment, and poor retention. A deep dive from Character.ai's financials to the "Day 30 death" phenomenon.
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·6 min
AI Agent Development Learning Path: Four Stages from Zero to Hands-On Projects
A systematic breakdown of the AI agent development learning path, covering four stages: fundamentals, RAG knowledge bases, tool use, multi-agent collaboration, and hands-on projects.
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