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▲ stymaar 6 hours ago

They did, except they also did write an abstract and a title that will mislead anyone who isn't going to read the full paper in details.

It's fair to say that this is malpractice.

▲kenjackson 6 hours ago | parent [-]

I just reread both and neither seem misleading to me. If anything the title is underwhelming.

▲stymaar an hour ago | parent [-]

> These results show sparks of Weight-Space Programming, which may extend beyond what we’d expect from humans or conventional algorithms. This might be a big deal for both optimization and interpretability. […]

> Likewise, asked to make Qwen3.5-0.8B better at math without gradients, Astra identifies an issue in its weights causing reasoning loops that Qwen’s own model card warns about, and fixes this by natively editing 0.016% of the weights.

How is that not misleading when the in the Qwen case “natively editing” refers to a mere directional ablation, a well-known technique that has been used a ton by both academics and hobbyists over the past few years?