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Ask HN: Are we trading model capacity for compute?

1•olirex99•53m ago
Do you think we're trading off model size, and model capacity, for compute? Take looped transformers, which GPT-6 Astra is rumored to be based on. They increase compute while keeping the model's capacity almost fixed.

So my question is, if we had an infinitely large model (with also infinite capacity) and of course infinite compute, would we still need CoT or looped transformers? Could we have a model where the reasoning happens directly within a single forward pass? I think so. What we do today is just a trade-off imposed by the computing power we have available.

DeepSeek kernel engineer's opinion on automating his own job

https://www.lesswrong.com/posts/o8roRrdisBAjngHJN/a-summary-of-a-viral-chinese-essay-on-what-a-de...
1•amanverasia•19s ago•0 comments

AnyPS5 reaches 96% shader instruction coverage for PS5-to-PC conversion

https://thetechboom.com/2026/10/08/anyps5-hits-96-shader-coverage-can-ps5-games-finally-run-on-pc/
1•ninyeh•2m ago•0 comments

Independent Hilbert-Smith proof with Lean4 verification

https://github.com/adbrw/HS_proof
1•aldabrow•2m ago•1 comments

TypeSafe started the decision-model category;OpenAI and AWS did it in 3 weeks

https://www.youtube.com/watch?v=L3KoK0gqekY
4•faridovski•3m ago•1 comments

Email isn't decentralized, and that's fine

https://buttondown.com/blog/deliverability-and-decentralization
1•maguay•3m ago•0 comments

When the White Collars Feel Threatened – A Reply to Terence Tao

https://komando1.substack.com/p/when-the-white-collars-feel-threatened
1•inglor_cz•5m ago•1 comments

SpaceXAI joins Omarchy as corporate sponsor with $1.5M in Grok tokens

https://omarchy.org/news/2026/10/spacexai-joins-as-founding-corporate-patron/
1•djfergus•8m ago•1 comments

Deliveroo Cut AI Churn Alerts by 90%. Did It Save Partners?

https://industrycontents.com/restaurant-churn-prediction-deliveroo/
2•giuliomagnifico•11m ago•0 comments

New batteries for the batteries-included agent harness

https://mainbrella.com/blog/new-batteries-for-the-batteries-included-agent-harness/
2•cs1996•12m ago•0 comments

Samsung to cut smartphone production by 30%: "There's no profit even if we sell"

https://www.mt.co.kr/en/tech/2026/10/08/2026100709554237233
3•theanonymousone•14m ago•0 comments

Show HN: SVG Spark – 10 client-side SVG design and dev tools

https://svg-spark.vercel.app/
2•Zeus808•17m ago•0 comments

Play Skyrim as a Minecraft Player

https://github.com/chasmlol/SkyCraft
2•LelouBil•17m ago•0 comments

Much of legacy software is basically workflow theater

https://twitter.com/signulll/status/2107931540084728177
2•tosh•20m ago•2 comments

Yes, and

https://htmx.org/essays/yes-and/
4•Michelangelo11•20m ago•0 comments

Show HN: Opposable – Computer Use for iPhone and Android

https://getopposable.com
3•possiblelion•21m ago•0 comments

Sokrates – open-source code analysis for repos and organizations

https://www.sokrates.dev/
3•zeljkoobren•22m ago•1 comments

FaceCheck

https://face-check.net
2•thefirstname322•24m ago•0 comments

Join the Show – plan a trip that catches several live concerts

https://jointhe.show/
2•galgreshler•25m ago•1 comments

SingPost launches trial of digital stamps

https://www.channelnewsasia.com/singapore/singpost-digital-stamp-postage-trial-launch-6441321
2•mjballs•31m ago•0 comments

Bidding on competitor names when buyers ask agents

https://www.nibzard.com/brand-bids
2•nkko•32m ago•0 comments

A unique piece of Internet history: A RFC1149 packet on auction at Christie's

https://bsdly.blogspot.com/2026/10/a-unique-piece-of-internet-history.html
2•peter_hansteen•33m ago•0 comments

Show HN: Tide, simple self-hosted video meetings. URL is a demo anon deployment

https://demo.tide.convex.works/
2•robomonk•35m ago•1 comments

64k demo for the Pebble Time 2

https://teadrinker.net/blog/what-time-is-it.html
3•smig0•35m ago•0 comments

Embedding Gemma2 Use Cases

https://github.com/karimtn/embeddingGemma2-jeff
2•karimtn•36m ago•0 comments

Lily-Qwen3.8-Flash-Next

https://github.com/fabiogreter/lily-qwen3.8-flash-next
3•kerenskiy•37m ago•0 comments

AHM Statement on OpenAI's October 6 Release of Mathematical Documents

https://www.ahmath.org/statements
2•kkoncevicius•39m ago•0 comments

Automattic Wants .wordpress. It Doesn't Own WordPress

https://medium.com/@kelliepeterson/automattic-wants-wordpress-it-doesnt-own-wordpress-d9e6be3f3a45
1•docdeek•39m ago•0 comments

Scientists get a new clue to the origin of solar wind 'switchbacks'

https://www.theregister.com/science/2026/10/08/scientists-get-a-new-clue-to-the-origin-of-solar-w...
1•jjgreen•40m ago•0 comments

Show HN: Squidly – Track CEX, DEX and wallet balances in one place

https://www.squidly.finance/
2•r4id4•41m ago•2 comments

Does ClickHouse need its own storage format?

https://pivotlake.io/blog/does-clickhouse-need-its-own-storage-format/
1•dkgs•42m ago•0 comments