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tsunego

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GRPO Judge Experiments: Findings and Empirical Observations

kalomaze.bearblog.dev
2 points·by tsunego·ปีที่แล้ว·0 comments

comments

tsunego
·ปีที่แล้ว·discuss
AI is expensive so no surprise
tsunego
·ปีที่แล้ว·discuss
[flagged]
tsunego
·ปีที่แล้ว·discuss
Can’t wait to see if my memory can even acocomodate this context
tsunego
·ปีที่แล้ว·discuss
> This has nothing to do with his professional life.

you mean his personal life?
tsunego
·ปีที่แล้ว·discuss
Love me some good old whataboutism (sure, LLMs are now super-intelligent at writing software, but can they clean my kitchen? No? Ha!)
tsunego
·ปีที่แล้ว·discuss
Neat summary but you forgot Grok!
tsunego
·ปีที่แล้ว·discuss
Great reminder that AI is basically overpriced copilot: impressive enough to sell, flawed enough to need babysitting, and guaranteed to make sure humans still get blamed when things inevitably go wrong.
tsunego
·ปีที่แล้ว·discuss
Cool paper but unsurprising results since anything benefits from RAG
tsunego
·ปีที่แล้ว·discuss
I like your approach but it's not clear to me whether it's MCP compatible

Anthropic just announced a MCP registry
tsunego
·ปีที่แล้ว·discuss
chasing inline cache micro-optimizations with dynamic binary modification is a dead end. modern CPUs are laughing at our outdated compiler tricks. maybe it's time to accept that clever hacks won’t outrun silicon.
tsunego
·ปีที่แล้ว·discuss
Exactly! designed specifically for people who love burning corporate budgets.
tsunego
·ปีที่แล้ว·discuss
No offense, but you're completely missing why Goodreads is still relevant.

People aren't sticking around for shiny features or slick UI—they stay because Goodreads has a critical mass of users and reviews.

The value isn't in half-stars or fancy shelves; it's in the network effects. Unless you have a way to bring over millions of active reviewers (and their reviews), you're just building another pretty ghost town.
tsunego
·ปีที่แล้ว·discuss
GPT-4.5 feels like OpenAI's way of discovering just how much we'll pay for diminishing returns.

The leap from GPT-4o to 4.5 isn't a leap—it's an expensive tiptoe toward incremental improvements, priced like a luxury item without the luxury payoff.

With pricing at 15x GPT-4o, they're practically daring us not to use it. Given this, I wouldn't be surprised if GPT-4.5 quietly disappears from the API once OpenAI finishes squeezing insights (and cash) out of this experiment.
tsunego
·ปีที่แล้ว·discuss
Privatization isn't about eliminating human flaws but accountability and incentives. Private corporations face real consequences if they're inefficient: customers leave, profits drop, and they eventually fail. Government agencies, funded by taxpayers without alternatives, rarely face such direct pressures.
tsunego
·ปีที่แล้ว·discuss
It's funny how this was written in 2018 but thanks to AI in 2025 this is becoming increasingly accessible.

In fields like AI research, tools such as Cursor and Claude/GPT are effectively mini-research assistants that help refine hypotheses and accelerate coding experiments.

While fields requiring expensive experimental resources (psychology, medicine, physics) remain challenging, even these areas benefit from AI-powered analysis of observational data.

The barriers to meaningful contribution are lower than ever.
tsunego
·ปีที่แล้ว·discuss
Actionability >>> observability

If you can pull this off, you will have a great time
tsunego
·ปีที่แล้ว·discuss
website takes a long time to load for me (which is ironic for a static website generator)

my 2 cents are that the problem with static websites IMHO is not to generate some HTML but to have some inspirational templates

hugo has a ton of cool templates one can fork quickly and adjust
tsunego
·ปีที่แล้ว·discuss
cool idea, especially the newsletter so i don't need to visit the website every day
tsunego
·ปีที่แล้ว·discuss
still wild to me that diffusion models are fast becoming the secret sauce behind ai image generation, but their roots are buried deep in stochastic calculus

who knew brownian motion would eventually help create cat memes?
tsunego
·ปีที่แล้ว·discuss
No stargate?