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Yann LeCun on What Comes After LLMs [video]

https://www.youtube.com/watch?v=ngBraLDqzdI
1•caminante•7m ago•0 comments

Speculative Decoding, Visualized

https://www.adaptive-ml.com/post/speculative-decoding-visualized
1•krackers•15m ago•0 comments

Optimal Elevator Placement

https://jslandy.com/elevators/
1•efavdb•17m ago•0 comments

The "memory shortage" that no one saw coming

https://greyenlightenment.com/2026/07/28/the-memory-shortage-no-one-saw-coming/
1•paulpauper•19m ago•0 comments

OPM finalizes rules expanding its power over RIFs, employee appeals

https://www.govexec.com/workforce/2026/07/opm-finalizes-rules-expanding-its-power-over-rifs-emplo...
1•WaitWaitWha•21m ago•0 comments

Rare footage of humpback whale birth captured on drone video

https://www.cbsnews.com/news/humpback-whale-birth-drone-video/
1•WaitWaitWha•22m ago•0 comments

Send a file from this browser as a stream of QR codes

https://app.transfqr.com
1•mohyware•23m ago•0 comments

His Wedding Guests Were Arriving–Just as His $45B Fund Was Falling Apart

https://www.wsj.com/finance/leopold-aschenbrenner-situational-awareness-ai-fund-597633d3
1•oliver236•25m ago•0 comments

Salmon Hat

https://en.wikipedia.org/wiki/Salmon_hat
2•1659447091•33m ago•0 comments

AI Visibility Evidence Model: Five Factors, Graded by Evidence

https://www.richresults.ai/evidence.html
1•spetschinka•34m ago•0 comments

The year Claude users sued over limits is the year the limits mostly went up

https://okaneland.com/study/claude-code-limits/
2•ermantrout•35m ago•0 comments

Requirements for Interference-Tolerant Radio Altimeter Systems

https://www.federalregister.gov/documents/2026/01/07/2026-00051/requirements-for-interference-tol...
1•Jimmc414•35m ago•0 comments

Explorative Modeling – A new axis for pre-training

https://arxiv.org/abs/2607.27372
3•piesauce•35m ago•2 comments

Looking inside a 1970s PROM chip that stores data in microscopic fuses (2019)

https://www.righto.com/2019/07/looking-inside-1970s-prom-chip-that.html
1•Jimmc414•36m ago•0 comments

Uranium in cobalt-hydroxide exports from the Democratic Republic of the Congo

https://www.nature.com/articles/s41467-026-75910-z
1•Jimmc414•37m ago•0 comments

Freeze the model, train the harness: gains transfer across LLMs and benchmarks

https://www.henrypan.com/blog/2026-07-18-harness-training/
1•megadragon9•37m ago•0 comments

File transfer using animated QR codes

https://www.reddit.com/r/vibecoding/comments/1vawz1e/had_an_idea_for_air_gapped_file_transfer_abl...
2•jv22222•39m ago•1 comments

Proactive V Reactive; from a Startup Founder's Perspective

https://blog.nathanlangley.dev/posts/proactive-ai.html
1•ninjahawk1•41m ago•0 comments

LLM speculative decoding explained simply

https://jwlabs.vercel.app/post/speculative-decoding-first-principles
1•shreybirmiwal•42m ago•0 comments

Benchmark: 68x faster than AWS DMS for real-time CDC

https://www.artie.com/blogs/artie-vs-aws-dms
3•j-cheong•42m ago•0 comments

NoMachine ditches free edition and forums

https://www.reddit.com/r/NoMachine/comments/1vb6y3o/nomachine_ditches_free_edition_and_forums/
1•pacman128•42m ago•0 comments

How to measure the performance of a quantum computer

https://www.ibm.com/quantum/blog/hardware-metrics-2026
1•mrkO99•46m ago•0 comments

Show HN: SmokeVPN – All-in-One WireGuard VPN Hub – Switch Exits in Realtime

https://smokevpn.com
3•lobito25•53m ago•2 comments

Why Journalism Matters to Democracy (2025)

https://cjmd.com.uw.edu/why-journalism-matters-to-democracy/
2•1659447091•54m ago•0 comments

Texas bans THC cannabinoids except delta-9, except edibles and drinks

https://www.khou.com/article/news/local/texas/texas-thc-ban-2026-delta-8-delta-10-hemp-products-l...
4•burnt-resistor•54m ago•0 comments

A Safe Path to Open Weights

https://thinkingmachines.ai/blog/a-safe-path-to-open-weights/
2•stokedmartin•1h ago•1 comments

Readable ad-hoc commands agent skill

https://github.com/a-b/readable-ad-hoc-commands
1•a-b•1h ago•0 comments

How to Exist

https://www.raptitude.com/2026/07/how-to-exist/
5•walterbell•1h ago•0 comments

US Treasury undertakes historic intervention in yen market

https://www.ft.com/content/0f9b2fe7-bde4-4f5f-b49e-93ccb5da9ea8
5•petethomas•1h ago•1 comments

Random Thoughts of Lineage and Death

1•kooi•1h ago•0 comments
Open in hackernews

Packed Data Support in Haskell

https://arthi-chaud.github.io/posts/packed/
77•matt_d•1y ago

Comments

nine_k•1y ago
> Introducing the ‘packed’ data format, a binary format that allows using data as it is, without the need for a deserialisation step. A notable perk of this format is that traversals on packed trees is proven to be faster than on ‘unpacked’ trees: as the fields of data structures are inlines, there are no pointer jumps, thus making the most of the L1 cache.

That is, a "memory dump -> zero-copy memory read" of a subgraph of Haskell objects, allowing to pass such trees / subgraphs directly over a network. Slightly reminiscent of Cap'n Proto.

90s_dev•1y ago
We are always reinventing wheels. If we didn't, they'd all still be made of wood.
Zolomon•1y ago
They mention this in the article.
spockz•1y ago
It reminds me more of flat buffers though. Does protobuf also have zero allocation (beyond initial ingestion) and no pointer jumps?
cstrahan•1y ago
No, one example of why being variable sized integers.

See https://protobuf.dev/programming-guides/encoding/

carterschonwald•1y ago
One thing that sometimes gets tricky in these things is handling Sub term sharing. I wonder how they implemented it.
tlb•1y ago
> the serialised version of the data is usually bigger than its in-memory representation

I don’t think this is common. Perhaps for arrays of floats serialized as JSON or something. But I can’t think of a case where binary serialization is bigger. Data types like maps are necessarily larger in memory to support fast lookup and mutability.

nine_k•1y ago
I suppose all self-describing formats, like protobuf, or thrift or, well, JSON are bigger than the efficient machine representation, because they carry the schema in every message, one way or another.
IsTom•1y ago
If you use a lot of sharing in immutable data it can grow a lot when serializing. A simple pathological example would be a tree that has all left subtrees same as the right ones. It takes O(height) space in memory, but O(2^height) when serialized.
gitroom•1y ago
honestly i wish more stuff worked this way - fewer hops in memory always makes me happy
lordleft•1y ago
This was very well written. Excellent article!
NetOpWibby•1y ago
Is this like MessagePack for Haskell?