Hey folks, Keshav here.

For a few months, it felt like Google had won the image generation space. But OpenAI is back in the game. ChatGPT Images 2.0⁴¹⁰ is miles ahead of anything. It’s beyond impressive at text, I haven’t seen any generation with typos, even with hundreds of words per image. See this example I created:

It’s also really good at creating realistic pictures, like this one of Professor Ben.

³⁸³

Oh, sorry, that one’s real. Ben was at Stanford³⁸³ this Wednesday, teaching how to build with AI agents.

Image generation is also available in the Codex app as a skill. Use it with thinking models to get the best results—that lets it think and use code/tool calls (like creating a QR from a link, searching logos from the web) and then use them as reference images. It can also create images, reflect on them and improve the generation.

People are creating realistic UI screenshots⁴⁸⁷, multi-page illustrated magazines³⁹⁴, personal style recommendations³⁴⁹ and creative QR codes³⁵⁰ using the new model.

The “generate UI as image” bit is interesting. Maybe there’s finally a solution to GPT-5.4’s lack of design taste. The latest coding models are fairly good at turning screenshots into code, but there are still gaps.

Last weekend, I tested a bunch of tools/models on implementing a design¹¹⁴ (for an ads storefront for Ben’s Bites) from a screenshot. I found:

• Claude Design > Magicpath AI¹⁸⁹ > Raw models (like Gemini 3.1 Pro/Opus 4.6 in their web apps), when it comes to understanding the concept and making something usable, not just copying the pixel-by-pixel look (ironically, Gemini won that).

• When asked to turn designs into a real working app, there was a major drift in how the apps looked. Opus 4.7⁶¹ did better than GPT-5.4⁵² at visually matching the reference screenshot. Though GPT-5.4’s code was more functional, and the unseen pages (like the admin panel) had a consistent design with the rest of the app.

Also, in many cases, the assets (hero image, icons, background textures) make the UI in a “generated image” stand out. When replicating that UI from a screenshot, you get the barebones UI with the correct buttons and the layout, but without those assets, and the output falls short of expectations.

Ben’s Bites is brought to you by TinyFish¹⁶³

Funny how AI agents can write entire apps but can’t work on the live web. Playwright scripts break, raw fetches eat your context, bot detection blocks you, nothing’s scalable. TinyFish¹⁶³ gives search, fetch, stealth browser, web agent, all managed in one API. Try it free¹⁶³. Comes with a CLI + Skill⁴⁶.

Headlines

• OpenAI has a new product for Business, Enterprise and Edu users - Workspace Agents¹⁵⁹. Codex-powered agents inside ChatGPT with a persona, task and access to external tools (like Linear) and accessible for Slack as well. These agents will also replace custom GPTs down the line (finally). Read more¹¹⁵.

• Gemini Deep Research API¹¹⁹ now offers two configurations based on 3.1 Pro. It claims the best performance in web research and finding hard facts. Plus, it gets MCP support and can create charts using Nano Banana or HTML.

• Cursor and SpaceX are working together⁷² - Cursor will train coding models on SpaceX’s GPUs and likely share them with xAI. SpaceX can, in turn, acquire Cursor later this year for $60B, or pay $10B for the partnership if it doesn’t. On a similar note, Thinking Machines⁷⁵ also just signed a multi-billion-dollar Google Cloud deal.

• Give your Droid a computer¹⁹⁸ - You can now give your Droid an always-on machine with its own filesystem, credentials, and config for it to keep working on your tasks. This can be in the cloud (managed by Factory), or you can bring your own device.

My feed

• Chronicle³⁵¹ - Cursor for slides. Never build a deck from scratch again. Turn ideas into stunning presentations in minutes.*

• ChatGPT for Excel¹¹³ and Google Sheets⁸⁹ are now in beta - build new sheets, fix formulas, explain models, and update workbooks in place. (read more⁹⁴)

• /ultrareview in Claude Code¹³¹ (research preview) lets you run bug-hunting agents in the cloud before merging riskier changes like auth, data migrations, or other critical code paths.

• OpenAI built an open-source viewer for chat data and Codex session logs - Euphony¹¹⁶.

• Sierra is piloting an AI-native interview¹¹⁷ - debugging/review focused interviews where candidates improve a medium-sized codebase with coding agents.

• ml-intern¹³¹ from Hugging Face - open-source research agent to come up with experiments, and run them.

• Clawputer²⁰² - Managed OpenClaw agent inside an always-on sandbox.

• Kami¹⁸⁰ - design skill for AI-native docs, resumes, portfolios, long docs, and slides.

• noscroll¹⁷⁴ - an AI that doomscrolls X for you and texts you just the signal. In my experience, this is easy to claim and hard to get right.

• Monologue¹²⁵ has a new Notes feature for thinking out loud when you don’t know the exact words you want to dictate.

• Fin¹¹⁸ is moving beyond customer support into sales - using the same business context and integrations to qualify leads and book meetings.

• Perplexity post-trained a Qwen-based model¹¹¹ to handle search and tool calls for cheaper, and it’s already serving a meaningful chunk of traffic.

• The next Slack won’t look like Slack¹⁹⁷, and Ando³³⁰ looks like one early attempt at that.

• Frontend in 2026²⁰¹ - for and against the frameworks and abstractions dominant today.

Afters

Claude Design surprised me. It's actually quite good. I hit some rough edges but I still think it is worth trying and thinking deeply about. Props to Anthropic, they cooked here.

@theo²⁴⁰

Asking Claude Code to make an HTML visualizing its current context window is a pretty wild way to learn about how context window works

@zarazhangrui³⁹¹

reminder that @kevin2kelly called all of this in 2016

@jeffreyhuber²¹²

Example prompt

@gabrielchua⁴⁴²

been working on this for awhile, so: delighted to share (most of) what I know about git internals & performance in a free ebook: gitperf.com

@tnm¹²⁸

• Find me on X⁴³, Linkedin⁴², or YouTube³⁸

• Read about me⁴² and Ben’s Bites

• 📷 thumbnail by @keshavatearth³⁴

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Email us at shanice@bensbites.com⁴⁰ or k@bensbites.com²⁸