Fable one-shotted the scrolly thing that demonstrates the idea

@onusoz · /2026/07/15 · 06:17 PM View on

I have been working on this for 4 years Every time, I shelved it, because the models were not good enough I tried it with Claude 2 I tried with Gemini 2.5 Pro I tried it with Claude Opus 4 None of them were good enough Until Fable came along Fable achieved perfect score in my hand curated benchmark for Alman. It also one-shotted the landing page, features and translations you see on alman.ai. It is busy creating the golden dataset right now for training I am also happy to announce AlmanBench, a benchmark that measures how well models can translate from German to Alman. I will be posting about performance when a new model drops This idea should have died with me. But thanks to AI, I can unleash my madness onto the world 😈

@onusoz · Jul 15, 2026

The EU 🇪🇺 is broken. It is drowning in regulation The reason for that is simple Germany 🇩🇪 is the dominant economy of the EU And German 🇩🇪 is the most rule-ridden language in the world Coincidence? I think not. The language people speak determines their thinking and their fate. The Sapir-Whorf hypothesis holds The solution is simple: Fix German, Save the EU 💪 I will SAVE EUROPE by simplifying German. With the help of AI. Once and for all 🫡 I will use OpenClaw 🦞 running on Hugging Face 🤗 to train a model that simplifies German The agent harness is called ML Claw. It has full access to GPUs, jobs, sandboxes and datasets on Hugging Face: github.com/osolmaz/mlclaw My new German dialect is called Alman: alman.ai I will be live-tweeting my Quixotic adventure as it unfolds, in this thread My goal is to show that you can run autoresearch loops on Hugging Face infra on free private Spaces, while getting access to SOTA open models like GLM 5.2. And even use your own Codex subscription! And it does not have to be ML. You can just use free Hugging Face Spaces for your OpenClaw agents. It's free compute! Bookmark to be able to find this thread later on 👇

Image hidden

@onusoz · /2026/07/15 · 06:27 PM View on

Fable one-shotted the scrolly thing that demonstrates the idea More like multiple messages back and forth where it does exactly what I picture in my head, and even better

@onusoz · /2026/07/15 · 06:31 PM View on

it actually one-shotted the checkbox showing the diff between German and Alman I wanted to do exactly this since 2 years, and it did it without even me asking for it in this session, when I purely asked for a German/Alman translation

Image hidden

@onusoz · /2026/07/15 · 06:32 PM View on

Fable one-shotted the Institut seal of approval. I did not touch it The logo idea came from me though. I generated in chatgpt and vectorized in inkscape. But Fable still wrote the prompt for that

Image hidden

@onusoz · /2026/07/15 · 06:36 PM View on

Fable just seems to know what you want, and incredibly empathetic model AGI is definitely here This model can do anything the average human does and more, given the right context I don't like Anthropic's marketing team, but you've got to hand it to them. They reached there before OpenAI did, despite not having a head-start Now, I can't wait to be able to run a model of this caliber locally 🚀