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Last updated 2026-09-26 06:05 JST

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Conversational AI Gets a Face—and Gets Work Done Mid-Conversation

On September 24, Google added an animated face to its voice-based AI. Available in Gemini Enterprise, it moves in sync with the conversation.

Looking Up Information While Keeping the Conversation Going

The on-screen character moves its mouth and changes expression as it speaks, and responds to what users say and show it. In a hotel reception demo, it continued the conversation while looking up information in the background.

Opinions in international communities were divided over the quality of the animation and its availability only to businesses. How useful it will be in real customer service still needs to be tested in practice.

On-Screen Guidance Leads Into Action

The point to watch is more than how natural the face looks. It is the full sequence of listening, finding the needed information, and sharing the result in conversation.

If that works for bookings, purchases, and product guidance, users could move to the next step without switching between screens. Businesses will need to make the AI's answers accurate and let users see what it has done.

blog.google ↗ ↗

From Conversation to the Next Step

What caught my eye today is Google's conversational avatar. There is more to it than a moving face.

It looks up information in the background while you talk, then responds without stopping the conversation. That's the interesting part.

In an OpenAI case study, AI is also being used to answer customer calls. Conversations are starting to lead directly into getting things done.

Say you're asking about a reservation. The AI could check availability, then leave the final choice to you. With less time spent moving between screens, the conversation can keep its flow.

And if you can see in the conversation what it checked and how far it got, there is more work you can feel comfortable entrusting to it.

The value of conversation is shifting from simply speaking naturally to making progress on the task that brought you there.

Kohei Torigoe
Kohei Torigoe ↗ / AI Signal

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Eight videos worth watching now

Three recent playlist additions, three Japanese picks and two global picks, selected after checking their content.

Torigoe's Picks

Three Steps to Make AI Video Look More Natural

ハム先生のAI教室【AI動画の実務活用】34,000 subscribers · 34,000 views · 3 days ago

The listed steps move from defining a style and visual world to creating realistic reference images and then a realistic video. A separate section covers connecting Artlist through MCP; the description does not provide measured results for the method.

Torigoe's Picks

Exploring AI Adoption at a Tokyo Bagel Shop

WebマーケティングTV【StockSun株式会社】60,000 subscribers · 84,000 views · 36 days ago

At a Tokyo bagel shop, the team examines sales data, demand by product and time of day, and foot traffic. The description says they design and develop a system to support business decisions and operations, while discussing how to plan AI adoption.

Torigoe's Picks

A Review of Higgsfield Genjutsu’s Video-to-Video Workflow

Dan Ogawa15,000 subscribers · 27,000 views · 24 days ago

The creator reviews Higgsfield Genjutsu through its interface and workflow. They claim it can change a video's subject or setting while retaining camera movement, effects, and texture, and suggest uses such as producing multiple ad variations from one clip.

Japan Picks

Thirteen Claude Code Settings and Features to Use

キノコード / AI・プログラミング学習チャンネル207,000 subscribers · 19,000 views · 5 days ago

For people already using Claude Code, the guide covers 13 settings and features. Topics include how to use CLAUDE.md and memory, permission modes, model selection, Git version control, parallel work in VS Code, notifications, and remote control from a phone.

Japan Picks

GPT-6 Astra: Capabilities, Pricing, and a Comparison with Claude Fable 5.1

キノコード / AI・プログラミング学習チャンネル207,000 subscribers · 14,000 views · 13 days ago

The uploader discusses GPT-6 Astra’s capabilities and pricing alongside a performance and cost comparison with Claude Fable 5.1. Topics include computer use, billing, evaluation scores, and a security rating. The recording reflects information available on September 10, 2026.

Japan Picks

GPT-6 Sol and Luna: Overview and How to Use Them

AI大学【AI&ChatGPT最新情報】55,000 subscribers · 5,877 views · 3 days ago

The uploader says OpenAI released GPT-6 Sol and Luna at a lower price than the previous model. The video is organized around their stated features, benchmarks, and safety, then covers how to use them in Codex and ChatGPT Work.

Global Picks

How Claude Code Projects Works and One Creator’s Uses

Riley Brown291,000 subscribers · 89,000 views · 5 days ago

The creator describes Claude Code Projects as a main agent with threads that share memory, artifacts, and routines. They say they built three business projects in 48 hours and cover design mode, token tracking, and why work happens in threads.

Global Picks

Starting a Business With Claude Code: A Practical Course

Ishan Sharma2,180,000 subscribers · 175,000 views · 13 days ago

In a conversation with Sanskar Tiwari, the hosts work through researching a business idea, building an MVP with Claude Code, positioning it, setting up payments, finding customers, creating marketing content, and running ads. Tiwari also discusses managing products without developers.

Updated every two days · Last updated 2026-09-26

Claude Code / Anthropic

01
  • Medium impactMedium signal

    Developers Can Submit and Publish Plugins for Claude

    Anthropic has opened a portal for plugin submissions. Developers can check the status of their review and, after publication, see how their plugins are being used.

    claude.com ↗ ↗
  • Medium impactMedium signal

    Personal Connections Can Join Claude Team Conversations

    Personal connectors are now available in Claude Tag channels. Team members can access information from their own connected services within a team conversation.

    claude.com ↗ ↗
  • Medium impactMedium signal

    Can AI Agents Convey Their Owners' Tastes When Trading Books?

    Anthropic published an experiment in which Claude agents, after hearing participants' preferences, negotiated book exchanges with one another. It explores how well an AI can reflect a person's tastes when choosing on their behalf.

    anthropic.com ↗ ↗

OpenAI / ChatGPT

02
  • Medium impactMedium signal

    ChatGPT Ads Expand to Six Southeast Asian Countries and Taiwan

    OpenAI announced that it will expand ChatGPT Ads to six Southeast Asian countries, including Indonesia, and Taiwan. Ads will be available in more than 60 countries.

    openai.com ↗ ↗
  • Medium impactMedium signal

    Airbnb Expands GPT-6 Astra Access for Development Teams

    Airbnb is making OpenAI's latest model more widely available to its engineering and product development teams. Alongside their existing use of Codex, they will use it to investigate difficult bugs and explore design decisions.

    openai.com ↗ ↗
  • Medium impactMedium signal

    OpenAI Academy to Expand Local Opportunities to Learn AI

    Reflecting on two years of the Academy, OpenAI outlined plans to create more opportunities for teachers, small business owners, and others to learn how to use AI in their work.

    openai.com ↗ ↗

AI Agents / Coding

03
  • Medium impactMedium signal

    Android Studio Lets Developers Choose Their AI Coding Agent

    Google announced a feature for integrating external development agents into Android Studio. Developers can choose agents such as Claude Agent, Codex, and Antigravity for app development.

    googleblog.com ↗ ↗
  • Medium impactMedium signal

    AI Drafts Cloud Migration Settings for Review

    Google Cloud announced a public plugin to help migrate from AWS EKS to GKE. AI converts the configuration and submits proposed changes after defined checks and human review.

    cloud.google.com ↗ ↗
  • Medium impactMedium signal

    More Control Over Copilot Code Reviews for Individuals and Enterprises

    GitHub now lets individuals choose when automatic reviews begin and how thorough they are. Enterprises can also set default review settings.

    github.blog ↗ ↗
Kohei Torigoe
AI INSIGHTS / KOHEI TORIGOE

Kohei Torigoe

AI Product Architect

Over 25 years in UI/UX design, product development and business development. Founded and led a company with a team of around 100 people.

Currently planning, designing and developing new products using AI.

Through AI Signal, I share discoveries from developing new products and the possibilities AI opens up for the future, while trying the latest AI technologies firsthand.

Profile, work and contact ↗

AI Video Generation

04
  • Medium impactMedium signal

    Google Research Explores AI for Consistent Long-Form Video

    Google Research published work on creating long videos that remain consistent across multiple scenes. The AI checks the structure and connections between scenes as production proceeds.

    research.google ↗ ↗
  • Medium impactMedium signal

    Runway Video Generation Comes to DaVinci Resolve

    Runway announced a plugin for DaVinci Resolve Studio. Editors can generate or transform footage they are working on, then return it directly to the media bin or timeline.

    runway.com ↗ ↗
  • Medium impactMedium signal

    YouTube Introduces Conversational Video Editing

    YouTube announced an editing feature for Shorts and YouTube Create that lets users remove unwanted pauses and rearrange scenes through conversation. They can continue adjusting the edit manually.

    blog.youtube ↗ ↗

AI Music Generation

05
  • Medium impactMedium signal

    Sony Music Joins Effort to Shape AI Rules for Music

    Sony Music Group has joined ARIAM, an international organization focused on AI in the arts and media, as its first music company. It will take part in developing rules that protect creators and users.

    sonymusic.com ↗ ↗
  • Medium impactMedium signal

    Qobuz Labels Tracks It Identifies as AI-Generated

    Music streaming service Qobuz now makes tracks it identifies as AI-generated distinguishable in its app. Listeners can check how a track was made.

    qobuz.com ↗ ↗
  • Medium impactMedium signal

    Stability AI Explains Terms for Adding Music Generation to Apps

    Stability AI explained how to integrate Stable Audio 3.0 into other music apps and outlined the licensing terms. The information can help developers decide how to offer generation features to users.

    stability.ai ↗ ↗

Foundation Models / Research

06
  • Medium impactMedium signal

    Liquid AI Adds a Model to Speed Up Compact Vision AI

    Liquid AI released an auxiliary model for LFM2.5-VL, which handles images and text. It anticipates the next word, and in the company's tests increased generation speed on devices.

    huggingface.co ↗ ↗
  • Medium impactMedium signal

    Gemini Speech Models Let Users Specify How a Voice Sounds

    Google announced Gemini 3.8 Flash TTS and a lighter version. Users can describe the speaking pace and voice quality they want for audio content and conversational apps.

    blog.google ↗ ↗
  • Medium impactMedium signal

    DAYJOB Measures Whether AI Can Finish Real-World Work

    Surge AI released DAYJOB, a benchmark covering long tasks in healthcare and finance. In the company's evaluation, even the highest-scoring model completed only about a quarter of the tasks across the two fields.

    surgehq.ai ↗ ↗

AI Automation / Business Use

07
  • Medium impactMedium signal

    AI Answers Customer Calls in Multiple Languages

    Ringg published a case study on phone and chat support using OpenAI models. According to the company, its AI handles more than 7 million calls a month and resolves up to 65% of requests.

    openai.com ↗ ↗
  • Medium impactMedium signal

    Scribd Uses AI to Classify More Than 400 Million Uploaded Documents

    Scribd said it used Gemini batch processing to classify more than 400 million uploaded documents for trust and safety. It is an example of reviewing a large volume of material at once.

    cloud.google.com ↗ ↗
  • Medium impactMedium signal

    AlloyDB Tests On-Demand Separation for Heavy AI Queries

    Google Cloud is testing a mechanism in AlloyDB for AI agents. It moves workloads that read production data into a separate environment that starts when needed.

    cloud.google.com ↗ ↗
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