Bastien Perroy @bastienperroy
researching passenger cognition in metro systems bastienperroy.com Paris, France Joined June 2010-
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A product that (almost) everyone uses from mid-sized tech companies and up but I rarely hear talked about: Grafana In The Pragmatic Engineer 2025 survey, it had more mentions than Cursor, and dominates as the answer to "how do you turn information into graphs" This is Grafana:
I’m thrilled to share that the Second Edition of The Book of Why will be released at the end of this year. It will include brief discussions of recent breakthroughs in causal inference, as well as some aspects of LLMs. Join me on this next journey into the land of causality —…
The final version of this paper has now been published in open access in the Journal of Memory and Language (link below). This was a long-running but very rewarding project. Here are a few thoughts on our methodology and main findings. 1/9
The final version of this paper has now been published in open access in the Journal of Memory and Language (link below). This was a long-running but very rewarding project. Here are a few thoughts on our methodology and main findings. 1/9 https://t.co/RFLIkdXkBO
The way forward 👏
For my classification tutorial, I labeled 20,000 complex STEM scientific article titles and abstracts according to an elaborate proprietary taxonomy of about 1200 classes. To do that, I called 5 top non-reasoning LLMs for each document via @OpenRouterAI and took the majority…
If your input text is smaller than 512 tokens and you need a fast text classifier, fine-tuning a RoBERTa model (an encoder) generally gives a better classification result compared to a decoder LM of a larger size. There’s currently a newer reincarnation of BERT, called…
That's actually a crucial philosophical question there. Do embeddings contain representations? Meaning accuracy conditions against which they can be evaluated. Looks like the compositional logic happens one step above. Like network activations vs. "mental states" in the brain.
That's actually a crucial philosophical question there. Do embeddings contain representations? Meaning accuracy conditions against which they can be evaluated. Looks like the compositional logic happens one step above. Like network activations vs. "mental states" in the brain.
It goes like that if you want to rethink AI. First, language is a wonderful modality. It can be the signal, the description of the processing, the comments about the description, etc. So language it will be. 1/7
i don't trust anyone who doesn't severely underestimate how much work their tasks are. because if they don't, they never try
Yeah that’s the correct move. Standard good eval should be like 20-50 entries, manually curated if not crafted, singling out painful edge cases.
Yeah that’s the correct move. Standard good eval should be like 20-50 entries, manually curated if not crafted, singling out painful edge cases.
So I mean, of course it comes down to “know thyself”. But in general it seems clear ppl should satisfice for cash, optimize for learning/growth, and ignore everything else. If you love knife fight competition, get a tracked job.
From mistrusting AI on principle to trusting it on that same very principle.
From mistrusting AI on principle to trusting it on that same very principle.
IMO, if GPT 4.5 was released as an open-source base model (that everyone can distill), it would be the most impactful release of the year. As an API, it's meh...
fiancé has been sick in bed all day and just miraculously emerged because he “needs to try Claude 3.7 Sonnet”
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
So freaking cool.
Couldn't agree more ;-)

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