Jeroen van Lith

1/4 With PlanFinder Generate, architects can now generate apartment units with Machine Learning🤖.

Anomaly detection in building models? 🤔🤔🤔 Detect structure → anomalies become residuals.

I love @simonw Pelican SVG test for LLMs, but for image generators, semantically correct residential floor plans are best for vibe-checks imo, here with @OpenAI's GPT Image 1.5

Microsoft is a 3t company but I cant draw a beautiful arrow in powerpoint, smh

PlanFinders' AI Generate can soon handle overrides - allowing the user to give spatial feedback to generated floor plans.

@fchollet What principles will you use for designing ARC-AGI-v2? What did you use for v1, and what will be different in v2?

Does this mean the ARC-AGI benchmark has saturated? Yes -- the v1 version of the benchmark is starting to saturate. There were already signs of this in the Kaggle competition this year -- an ensemble of all submissions would score 81%. The competition next year will run on ARC-AGI-2, an updated version of the dataset that keeps the same format as v1, but features fewer tasks that can be easily brute-forced. Early indications are that ARC-AGI-v2 will represent a complete reset of the state-of-the-art, and it will remain extremely difficult for o3. Meanwhile, a smart human or a small panel of average humans would still be able to score >95%.

Today OpenAI announced o3, its next-gen reasoning model. We've worked with OpenAI to test it on ARC-AGI, and we believe it represents a significant breakthrough in getting AI to adapt to novel tasks. It scores 75.7% on the semi-private eval in low-compute mode (for $20 per task in compute ) and 87.5% in high-compute mode (thousands of $ per task). It's very expensive, but it's not just brute -- these capabilities are new territory and they demand serious scientific attention.

@Rayonapp Looks great!

After 3 years of team work, we just shipped Rayon V2! 🎉 This new version represent Rayon’s best attempt to date to finally offer interior designers/architects an online software to draft, stylize & lay out their work, all in one place. Try V2 today -> rayon.design

@tsarnick Wouldn’t this lead to more complex cases, as opposing lawyers would also have access to LLMs?

OpenAI CFO Sarah Friar says lawyers are reporting that the new o1 reasoning model can do the work of a $2000/hour paralegal

@jhn01 Yes thanks, interesting work!

@jmvanlith Nice!! Hey did you saw this? nature.com/articles/s4146…

Replace geometries with a block with the new Chonk plugin for Rhino 8.

@jhn01 Release pushed👍

@jhn01 Great! Ah that’s a UI mistake, they are not different. Will fix in next release!

@jhn01 Thanks, yes indeed similar to blockify.

@jmvanlith Ooh nice, it reminds me of the “blockify” command in Bricscad. This is huge.

Or select unique geometries with the SelUnique command.

Select Same geometry with the SelSame command.

@jhn01 Yes it will look for similar (clusters of) geometries in the file, and for each of these, it will replace that with a block instance.

@jmvanlith Wait does block replace converts similar geometries on blocks?

@andrewheumann @HyparAEC Looks beautiful!

So excited that we can finally unveil the next iteration of @HyparAEC. We've rebuilt it from the ground up to focus relentlessly on 𝙞𝙣𝙩𝙚𝙡𝙡𝙞𝙜𝙚𝙣𝙩 𝙨𝙥𝙖𝙘𝙚 𝙥𝙡𝙖𝙣𝙣𝙞𝙣𝙜, informed by hundreds of user tests + interviews. Check it out today @ hypar.io!

How is @YouTube not able to flag fake elon bitcoin livestream scams that have 300k viewers and have been streaming for 84 mins already🥴.

Preview of diffing geometrical data by clustering to infer adds, deletes, and isometric transformations

Rather than rewriting code/text, I wish @OpenAI could visualize proposed changes to a text in-place.