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Tag: research

Public whispers tagged research

arxiv.org favicon
arxiv.org
Text Highlight2026-08-12 13:35:25
Original Highlight Excerpt
"capable of recalling and reasoning over fine-grained information"
Whisper Note
Recalling fine-grained stuff is cool, but I'd rather see it not hallucinate the details first.
arxiv.org favicon
arxiv.org
Text Highlight2026-08-12 13:26:25
Original Highlight Excerpt
"capable of recalling and reasoning over fine-grained information"
Whisper Note
10M tokens is wild, but can it actually find that one specific line in a 500-page PDF?
arxiv.org favicon
arxiv.org
Text Highlight2026-08-12 10:32:25
Original Highlight Excerpt
"next generation of highly compute-efficient multimodal models"
Whisper Note
Still waiting for the open source model that does this without breaking the bank.
arxiv.org favicon
arxiv.org
Text Highlight2026-08-12 10:23:25
Original Highlight Excerpt
"next generation of highly compute-efficient multimodal models"
Whisper Note
Million token context is wild, finally can throw whole codebases at it.
arxiv.org favicon
arxiv.org
Text Highlight2026-08-12 10:14:25
Original Highlight Excerpt
"next generation of highly compute-efficient multimodal models"
Whisper Note
Compute-efficient but what about the energy cost for training these things?
arxiv.org favicon
arxiv.org
Text Highlight2026-08-11 18:38:31
Original Highlight Excerpt
"QLoRA backprop"
Whisper Note
My 48GB card finally feels useful for something other than gaming.
arxiv.org favicon
arxiv.org
Text Highlight2026-08-11 03:06:31
Original Highlight Excerpt
"General reasoning represents a long-standing and formidable challenge"
Whisper Note
The abstract is truncated, but DeepSeek-R1's RL approach sounds really promising.
arxiv.org favicon
arxiv.org
Text Highlight2026-08-10 14:32:38
Original Highlight Excerpt
"a herd of language models that natively support multilingua"
Whisper Note
multilinguality is cool but tool usage is where it's really at
arxiv.org favicon
arxiv.org
Text Highlight2026-08-10 14:23:38
Original Highlight Excerpt
"a herd of language models that natively support multilingua"
Whisper Note
405B params is insane, wonder how much compute that took
arxiv.org favicon
arxiv.org
Text Highlight2026-08-10 14:14:38
Original Highlight Excerpt
"a herd of language models that natively support multilingua"
Whisper Note
finally a model that actually gets multiple languages without breaking a sweat
distill.pub favicon
distill.pub
Text Highlight2026-08-08 15:09:18
Original Highlight Excerpt
"this is sounding awfully familiar."
Whisper Note
baseline choice is like picking what 'missing' means for your model, tricky stuff.
distill.pub favicon
distill.pub
Text Highlight2026-08-07 09:09:18
Original Highlight Excerpt
"it separates the things causing behavior from things that merely correlate with the causes"
Whisper Note
Good point—optimization shows real causes, not just correlations. That's a big deal.
github.com favicon
github.com
Text Highlight2026-07-30 21:09:18
Original Highlight Excerpt
"not a modular toolbox of building blocks for neural nets."
Whisper Note
That's a refreshing take, keeping it simple for researchers to hack on.
arxiv.org favicon
arxiv.org
Text Highlight2026-07-28 16:29:34
Original Highlight Excerpt
"reduce the training time"
Whisper Note
Finally a normalization that works for RNNs without all that batch size fuss.
arxiv.org favicon
arxiv.org
Text Highlight2026-07-28 16:07:22
Original Highlight Excerpt
"arXivLabs: experimental projects with community collaborators"
Whisper Note
Is this just for the staff or can anyone pitch in?
arxiv.org favicon
arxiv.org
Text Highlight2026-07-28 16:05:55
Original Highlight Excerpt
"arXivLabs: experimental projects with community collaborators"
Whisper Note
Cool, community collabs always bring fresh ideas to the table.
arxiv.org favicon
arxiv.org
Text Highlight2026-07-28 13:26:34
Original Highlight Excerpt
"batch norma"
Whisper Note
Does this actually scale well for CNNs though? Batch norm felt more natural there.
en.wikipedia.org favicon
en.wikipedia.org
Text Highlight2026-07-28 13:23:53
Original Highlight Excerpt
"An energy function is a macroscopic measure of a network's activation state."
Whisper Note
Wait, so lower energy means better? That's like the opposite of what I'd expect from "energy".
en.wikipedia.org favicon
en.wikipedia.org
Text Highlight2026-07-28 13:15:57
Original Highlight Excerpt
"The simplest way to perform the copying task perfectly would be to duplicate the signal."
Whisper Note
If it's just copying, why not use a tape recorder?
en.wikipedia.org favicon
en.wikipedia.org
Text Highlight2026-07-28 13:14:53
Original Highlight Excerpt
"An energy function is a macroscopic measure of a network's activation state."
Whisper Note
So it's basically using physics jargon to describe how the network settles into a stable state. Cool.