I only add complexity if I truly need it personally. For Agent-S, I needed to get more actual work done on the go, so I had Codex build me a mobile app. And because the platform is so simple, it was able to one-shot the app with almost no effort on my end. It all compounds 🙂
@mattshumer_
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AI Agent’s High Capability and Ease of Use for Various Tasks
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Basically, this approach means the base agent is insanely capable, and can do pretty much everything you ask it. I use it for almost everything now. I've literally spent less time building this than I used to spend debugging OpenClaw.
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Tips for Using Claude 3.5 with Sub-Agent Verification in Agentic Workflows
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Use 5.5, low thinking Add verification criteria to your prompts (i.e. "have a sub-agent check that xyz is done perfectly and acts as we want before returning to me") that's about it, it's amazing DO NOT use it for frontend btw, it sucks
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GPT-Image-2 Used as Stop Motion Video Generator Frame by Frame
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GPT-Image-2 can be a video-gen model if you want it to be!
— Matt Shumer (@mattshumer_) 29 avril 2026
Just ask ChatGPT to generate stop motion video, frame-by-frame.
It works shockingly well and is super controllable! pic.twitter.com/Q4GT6SXgj1GPT-Image-2 can be a video-gen model if you want it to be! Just ask ChatGPT to generate stop motion video, frame-by-frame. It works shockingly well and is super controllable!
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Seedance Outperforms HappyHorse 1.0 in Subjective Benchmark Tests
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HappyHorse 1.0 feels benchmaxxed… Seedance is beating it (subjectively) in every single test I’ve run so far
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Non-Technical Mom Uses AI Agent to Build Webapp and Start Business
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My mom (who is terrified of technology) is vibe coding I gave her Agent-S and now she’s built a webapp and is trying to start a business around it What has this world come to?
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Google AI Models Lag Behind Competitors, User Warns
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Don’t use Google models, currently they’re way behind the others for most things
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Achieving Seamless Clip-to-Clip Extends in Seedance 2.0
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Has anyone gotten clean, seamless clip-to-clip extends working in Seedance 2.0? How? By seamless, I mean:
– no camera cuts
– no visual or audio stutter -
Using AI Model in Codex with High Reasoning for Dev Shops
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You run a dev shop, have you used 5.5 in codex on xhigh reasoning?
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AI Often Judged on Outdated Models, Skewing Research Results
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This points to a broader issue where AI is often being judged based on extremely outdated models. Any time someone sends me a study showing AI failing at something, the first thing I do is look at the models they used… more often than not, they’re extremely outdated. We need