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Language Models Need Sleep

https://arxiv.org/abs/2605.26099
15•juxtapose•57m ago

Comments

jgreid•16m ago
Isn't this simply context pruning/optimization?
kylemaxwell•12m ago
From the abstract, it looks like it's actually doing something deeper, updating weights in part of the model?
pcrh•10m ago
I can't pretend to understand how LLMs work, but I can be sure that anthropomorphizing their functions is not helpful to an objective debate over their abilities.

Does a motor vehicle get "sleep" when it is serviced? When I reboot a computer, is that equivalent to a nap?

eithed•6m ago
I assume compacting is the sleep here; so, yes
ajs1998•6m ago
This is the struggle of naming papers. You could stretch definitions and make your own sexy headline or you could be precise and fewer people will read it.
colechristensen•5m ago
>we study a sleep-like consolidation mechanism in which a model periodically converts recent context into persistent fast weights before clearing its key-value cache

There is a strong, non-trivial connection here between what your brain does in sleep and what they are studying.

You wouldn't object to referring to robot eyes or robot legs.

cowlby•5m ago
The analogy is helpful, but yes we should be able to “intelligently design” something better than sleep analogues since we’re not constrained by evolution like in humans.

Securing AI agents by separating them from credentials

https://infisical.com/blog/credential-brokering-for-ai-agents
1•vmatsiiako•31s ago•0 comments

Ferrari shares fall after launch of first EV as Jony Ive design proves divisive

https://www.theguardian.com/business/2026/may/26/ferrari-luce-ev-jony-ive-design-sports-car
1•coffeeyesplease•1m ago•0 comments

Understand Anything – Graphs that teach the codebase

https://understand-anything.com/
1•ulrischa•2m ago•0 comments

The Bug that Chromium wont Fix

https://issues.chromium.org/issues/40093420
1•mgoetzke•2m ago•1 comments

Show HN: Audiogen – a new take on generative music AI

https://audiogen.co/demos
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Claude on AWS vs. AWS Bedrock

https://www.cloudyali.io/blogs/claude-platform-aws-vs-bedrock-finops
1•heldsteel7•3m ago•0 comments

An Open Call to Flipper Devices: Problems with Flipper and How They Can Improve

https://spicemesh.de/posts/open-call-to-flipper/
1•muxdervish•3m ago•1 comments

Show HN: Radiccio Server is a new personal music server for Mac: one-click setup

https://radiccio.music/server
1•dmdeller•4m ago•0 comments

Show HN: A website that tracks every stock trade Congress makes

https://congress.kadoa.com/
2•hubraumhugo•5m ago•0 comments

Local AI transcription in the browser (no uploads)

https://www.scribeitlocal.com/
1•JankoTech•5m ago•0 comments

Incanter: A Clojure-based R-like platform for statistical computing and graphics

http://incanter.org/
1•Thom2503•7m ago•0 comments

Claude, Author of the Humanitas

https://linch.substack.com/p/claude-author-of-the-humanitas
1•whelchel•8m ago•0 comments

The Three-Cylinders Problem – When AI Models Choose Beauty over Truth

https://rabdology.ai/three-cylinders
1•speckx•8m ago•0 comments

Stop using POM for complex test suites. Do this instead

https://bdr-methodology.dev/blog/3-layers-architecture-pro/
1•dmitryaqa•11m ago•0 comments

Show HN: MurrDB: A RocksDB-based NVMe/S3 cache for AI inference workloads

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Google, I Dump Your Ass

https://jaredwhite.com/20260522/google-i-dump-your-ass
3•abnercoimbre•13m ago•0 comments

Success Is 'Monotasking'

https://www.theatlantic.com/health/2026/05/monotasking-inside-the-box-excerpt-david-epstein/687015/
2•quaintdev•14m ago•0 comments

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https://www.qawolf.com/blog/the-rise-of-the--10x-engineer-the-negative-side-of-ai-productivity
1•amandare•17m ago•0 comments

Simplifying Bluetooth qualification for Linux/BlueZ: New upstream documentation

https://www.collabora.com/news-and-blog/blog/2026/05/26/simplifying-bluetooth-qualification-for-l...
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What Happened to the Locusts?

https://explosion-scratch.github.io/locusts/
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https://arc.quanten.co/tools/logline
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Safe Ways to Use AI Agents

https://blog.rnstlr.ch/safe-ways-to-use-ai-agents.html
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Google's Guidance on AI Search Is Naive and Self-Serving

https://ipullrank.com/google-ai-search-guidance
2•adamcarson•20m ago•0 comments

Before Pixar, There Was The Computer Graphics Lab [1:22:51] [video]

https://www.youtube.com/watch?v=GiW3Jr0wFak
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Managers Are Struggling to Keep Up with the AI Productivity Boom

https://hbr.org/2026/05/managers-are-struggling-to-keep-up-with-the-ai-productivity-boom
1•vinhnx•20m ago•0 comments

Programming Is Real Engineering, and AI Proves It

https://www.jerf.org/iri/post/2026/programming_is_engineering/
2•mooreds•21m ago•2 comments

The AI Bifurcation of Tech: Why the fundamentals matter more

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https://www.raspberrypi.com/news/bringing-llms-to-the-edge/
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What AI race? China and U.S. AI are tightly connected

https://restofworld.org/2026/china-us-what-ai-race/
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Cohort Analysis With User Data

https://fusionauth.io/blog/cohort-analysis
1•mooreds•21m ago•0 comments