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News for “work lab”
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Moozonian News
bing.com• 4d ago• 1 min read
What’s really keeping young men out of the workforce?The U.S. job market remains relatively strong by historical standards, but economists and labor researchers increasingly are looking beyond the headline unemployment rate to another trend: a growing ...
Moozonian News
news.google.com• 5d ago• 1 min read
A 2026 NBER working paper found evidence that employment losses driven by weak local labour markets accelerate cognitive decline among older Americans, with the clearest effects among men aged 51–64—suggesting that being pushed out of work may - ScieA 2026 NBER working paper found evidence that employment losses driven by weak local labour markets accelerate cognitive decline among older Americans, with the clearest effects among men aged 51–64—suggesting that being pushed out of work may ScienceBlog.com
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Moozonian News
cbsnews.com• 5d ago• 1 min read
Robin Wall Kimmerer on the wonders of natureThe botanist's bestselling books, "Braiding Sweetgrass" and "The Serviceberry," advocate for living and working in collaboration with the Earth, and sharing the gifts of nature - ideas, she says, some may see as subversive.
Moozonian News
benzi.fly.dev• 5d ago• 1 min read
Show HN: Try Benzi – A coding harness/agent beating Claude Code itself on SonnetHi y'all. Been working on something that should've been made a long time ago imo. It compiles codebases into O(1) hashmaps that the agent queries to discover the structure of your code/answer questions/write code.It also does complete static analysis checks on any writes the agent makes.Don't take my word for it though. Here are the benchmarks: https://benzi.fly.dev/benchmark. on 2/20 tests, Claude Code (mostly Sonnet on one task) regressed or timed out. Benzi didn't because of course, it has a map it can query and not get lost in the sauce. On the other 18 it is cheaper, faster, or often both.Would love to get some early adoption and criticism!(Only available on Windows for now. soz. and also keep an eye on the benchmarking page; I think I can push it far more -- no promises, still work in progress. Haven't thoroughly tested greenfielding experience either.)(another note: VS Code extension/website is running DeepSeek V4 flash. not Sonnet. Everything mostly built with CC Sonnet tho )
Moozonian News
news.ycombinator.com• 5d ago• 1 min read
Why can AI generate Super Mario but not a wedge ramp for my robot vacuum?I've been puzzled by something: AI generation can produce an elaborate figurine, a cartoon character, even a convincing Super Mario — yet it can't reliably make a simple wedge ramp so my robot vacuum can climb a step. For context: I bought a Bambu P2S but can't model. I tried the "describe it and get a model" AIs — the output is unusable, you can't adjust it, it's never quite what I meant. I tried having an agent write Python to build geometry directly — it tops out at simple primitives. What finally worked: geometric decomposition. I break a complex part into ordered, grouped steps, describe each as a small spec, and let an agent execute them in Blender (via blender-mcp). That process turned out to abstract into a small engine — the key insight being it converts the 3D spatial reasoning LLMs are bad at, into the structured code they're good at. I wrote it up here: https://github.com/zhuchaokn/spec-3d-model My questions: - Why is "functional part" generation so much weaker than "figuri
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