Chogo

[Min Choi @minchoi]

Holy smokes… Grok Computer just dropped.

Full filesystem + CLI access.

Read files. Run commands. Edit codebases. Debug crashes. Build apps. Save Grok Imagine outputs locally.

Grok just became your coding + creative partner.

[Min Choi @minchoi]

It's over.

Claude Design is generating insane UI, designs & animations from just text.

Design will never be the same 🤯

10 wild examples:

[Chogo @Chogo]

8/8

@Anthropic — Cowork + Skills is a bigger product story than you're currently telling.

I am already using it in Thai language. In production. On real SaaS tools.

Pay attention. 👀

#ClaudeAI #ClaudeCowork #ComputerUse #AIAgents #AITransformation #Anthropic

[Chogo @Chogo]

I used @ClaudeAI Cowork + a custom Skill to operate FlowAccount (Thai accounting SaaS) to create quotations, billing notes, tax invoices. All from a single command.

No code. No hand-holding. @AnthropicAI this is amazing! the key is how I made this skill.

[Chogo @Chogo]

7/8

This isn't a demo.
This is running in production for my companies right now.

One command replaces hours of admin work.

The end of repetitive digital admin isn't coming — it's here.

[Chogo @Chogo]

6/8

The formula:

[How to build a Skill] + [How to use the app]
= A digital worker that runs the app for you.

Works for ANY web-based software.
No tutorial? Record your screen once. Narrate it. Done.

[Chogo @Chogo]

5/8

How I built the FlowAccount Skill:

⏱ 5 minutes.
🧠 No technical knowledge required.

Just NotebookLM + 2 sources:
1. Anthropic's Skill-building GitHub
2. FlowAccount's official YouTube tutorial

That's it.

[Chogo @Chogo]

4/8

The unlock? A Skill.

A Skill is a detailed instruction set that teaches Cowork how to use a specific app.

Once you have one — Cowork becomes a digital worker that actually knows the software.

[Chogo @Chogo]

3/8

It opened Chrome.
Cross-referenced slips vs. invoices.
Matched ambiguous names across languages.
Created missing documents on its own.

20 minutes. I did nothing.

This is Claude Sonnet 4.6

[Chogo @Chogo]

The hard part wasn't the task.

It was the chaos:
→ Slip name in English. System name in Thai.
→ Amounts differ due to withholding tax.
→ Some customers paid before billing notes existed.
→ Every bank has a different slip format.

Claude handled all of it.

[Min Choi @minchoi]

This Google Stitch Update is pretty wild.

Insane app screens, landing pages, and UI flows from one prompt.

8 wild examples. Bookmark this.

[NotebookLM @NotebookLM]

Introducing Cinematic Video Overviews, the next evolution of the NotebookLM Studio. Unlike standard templates, these are powered by a novel combination of our most advanced models to create bespoke, immersive videos from your sources.

Rolling out now for Ultra users in English!

[World Data Analysis @World_Data_A]

Europe dominates the global industrial robotics export market

The EU is the clear leader: By 2023–2024, the EU’s 12-month rolling exports exceed $3.5 billion, standing well above all competitors. After the 2020 dip, Europe shows a strong and sustained recovery.

Japan has lost momentum: Japan’s exports peaked around $2.6 billion in 2023, but declined sharply through 2024–2025, falling close to $1.3 billion.

China is accelerating but remains behind the EU: Since 2022, China has entered a strong upward trend, approaching $1 billion by early 2025.

The U.S. and South Korea remain mid-tier players: The U.S. peaked in 2023 and has since moved sideways, while South Korea shows gradual but moderate growth.

What explains Europe’s success?
The EU’s leadership appears to rest on three structural strengths:
* High-value industrial engineering capabilities
* Deep integration with global automotive and machinery supply chains
* A long-standing industrial automation ecosystem
* The data suggests that despite China’s rapid rise, Europe continues to hold a technological and scale advantage in industrial robotics exports.

For now, the center of gravity in industrial robotics trade remains in Europe!

Source: @CSIS @ChinaPowerCSIS by Hugh Grant-Chapman, Leon Li, Brian Hart, Bonny Lin, Truly Tinsley, Feifei Hung

[秦淮孤月 @qhgy]

卧槽 😲

字节Seedance 2.0，比真人 更像真人！

#seedance #seedance2

[OpenAI @OpenAI]

GPT-5.3-Codex is now available in Codex.

You can just build things.
https://t.co/dyBiIQXGx1

[Perplexity @perplexity_ai]

Introducing Model Council in Perplexity.

Run three frontier models at once, compare outputs, and get a more accurate, higher‑confidence answer.

Available now on web only for Perplexity Max subscribers.

[Google AI @GoogleAI]

For more than a decade, Google researchers have been redefining the scientifically impossible. From flood forecasting to brain mapping to our most recent announcement of preserving the genetic code of 13 new endangered species of animals.

Learn how ten years of AI innovation for genomics at @GoogleResearch are contributing to this goal.

—DeepConsensus sits at the instrument level, removing sequencing errors at the source to produce more of the high-quality data needed for genome assembly.

—DeepVariant finds genetic variants. For example, the University of Otago used it to analyze the genome of every living kākāpō, powering the precise breeding plan that is currently pulling the species back from extinction.

—DeepPolisher helps make sure the assembled genome get 99.999%+ accuracy. Important for tasks like finding gene models that matter for disease.

Learn more (and enjoy some adorable animal photos) here:
https://t.co/YptN7OU3ZA

[Claude @claudeai]

Claude Opus 4.6 is available today on https://t.co/tHPAZRgQkn, the Claude Developer Platform, and all major cloud platforms.

And within Cowork, Opus 4.6 can put all these skills to work autonomously on your behalf.

Read more: https://t.co/khElu0O5Vp

[OpenAI @OpenAI]

Frontier gives agents the same skills people need to succeed at work:

- Understand how work gets done
- Use a computer and tools
- Improve quality over time
- Stay governed & observable

[Min Choi @minchoi]

3 years of AI progress

Modelscope (left)
Kling 3.0 (right)