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Scaling AI is now constrained by energy, cooling and physics

https://blog.se.com/digital-transformation/artificial-intelligence/2026/02/13/scaling-ai-in-the-real-world-how-power-cooling-and-physics-now-define-data-center-strategy/
2•latentframe•1h ago

Comments

latentframe•1h ago
Some shift looks already happening : scaling AI used to be about better models and more compute but now it’s getting about power cooling and physical limits.
DoctorOetker•1h ago
Do any inference providers allow conditional evaluation of prompts? i.e. a user could request: when the price per token (which fluctuates in real life) falls below a certain level, run this prompt.

Some people need instantaneous replies, others would prefer deeper thinking for a more profound reply even if it means waiting for a day to pass: they could queue a series of prompts for project A, B, C, etc. Then observe the reply for project A and ask followups A2, A3, ... then process the replies for project B asking followups B2, B3... and so on and by the time the day has passed they have gone through the different projects, and the next day will bring the answers of the previous day. Waiting can often be perfectly fine if it brings a lower cost and the wait can be amortized by working on different projects in parallel.

Books vs. Screens: What Does the Latest Research Say?

https://www.govtech.com/education/k-12/books-vs-screens-what-does-the-latest-research-say
1•the-mitr•2m ago•0 comments

Watgo: WebAssembly Toolkit for Go

https://eli.thegreenplace.net/2026/watgo-a-webassembly-toolkit-for-go/
1•ingve•3m ago•0 comments

Penguin 'Toxicologists' Find PFAS Chemicals in Remote Patagonia

https://www.ucdavis.edu/health/news/penguin-toxicologists-find-pfas-chemicals-remote-patagonia
1•giuliomagnifico•9m ago•0 comments

The Limit in the Loop

https://weaviate.io/blog/limit-in-the-loop
2•eigenBasis•11m ago•0 comments

The tool that won't let AI say anything it can't cite

https://github.com/grainulation/grainulator
4•volatilityfund•15m ago•0 comments

Why Prospects Ghost You

https://usepipeline.ai/
1•ExecutiveDre•16m ago•1 comments

Seal sleeping on road causes Mornington Peninsula traffic delays

https://www.abc.net.au/news/2026-04-10/road-blocked-sleeping-seal-mornington-peninsula-police/106...
1•defrost•16m ago•0 comments

No-Stack Web Development

https://dbushell.com/2026/04/10/no-stack-web-development/
2•jannesan•25m ago•0 comments

What Did You Name Your Bot?

https://kilo.ai/kiloclaw/names
1•twapi•27m ago•0 comments

Show HN: Reword, a Daily Anagram Game

https://amolkapoor.com/games/reword/
2•theahura•28m ago•1 comments

What Is ProtoFlow Workflow Automation Platform? [pdf]

https://storage.prod.researchhub.com/uploads/papers/users/187827/0720f181-328b-4333-ba79-f0593869...
1•KobyLawry•28m ago•0 comments

Do We Still Need Software Architects?

https://d3v.one/do-we-still-need-software-architects/
2•gpi•30m ago•0 comments

Show HN: GNU Grep as a PHP Extension

https://github.com/hparadiz/ext-gnu-grep
1•hparadiz•31m ago•0 comments

Transparency and knowledge exchange in AI-assisted data analysis code generation

https://www.nature.com/articles/s43588-025-00781-1
1•Anon84•32m ago•0 comments

2025 ACM Prize in Computing Goes to Apache Spark Creator Matei Zaharia

https://awards.acm.org/award-recipients/zaharia_8851855
1•tharakam•38m ago•0 comments

How zero-knowledge proofs make quantum circuits "private"

https://medium.com/@jkim_tran/verifying-private-quantum-circuits-9ec99d5f3d5a
1•jennifer-trin•46m ago•0 comments

Wan 2.7 – AI Video Generator for Text-to-Video and Image-to-Video

https://wan2-7.net
1•danielmateo773•47m ago•0 comments

The poetical works of Henry Wadsworth Longfellow (1889)

https://gutenberg.org/cache/epub/78406/pg78406-images.html
2•petethomas•48m ago•0 comments

789 KB Linux Without MMU on RISC-V (2023)

https://popovicu.com/posts/789-kb-linux-without-mmu-riscv/
2•pabs3•55m ago•0 comments

Metamath C

https://github.com/digama0/mm0/blob/master/mm0-rs/mmc.md
1•smj-edison•56m ago•0 comments

Chimpanzees' bloody 'civil war' may offer insight into human conflict

https://www.thetimes.com/uk/science/article/chimpanzee-group-splits-bloody-civil-war-59dk6swzr
2•petethomas•57m ago•0 comments

Crude: The Journey Of Oil (2007) [video]

https://www.youtube.com/watch?v=I7bmUYxwcaQ
1•measurablefunc•58m ago•0 comments

Borrow-Checking Surprises

https://www.scattered-thoughts.net/writing/borrow-checking-surprises/
1•jamii•1h ago•0 comments

Mayflower hero was sold into slavery, hidden files reveal

https://www.thetimes.com/world/europe/article/mayflower-hero-squanto-malaga-spain-sjx8sbvpv
1•petethomas•1h ago•0 comments

A Trip Through the Graphics Pipeline

https://alaingalvan.gitbook.io/a-trip-through-the-graphics-pipeline
1•sph•1h ago•0 comments

Bug in original PageRank paper (1998) [pdf]

https://www.cis.upenn.edu/~mkearns/teaching/NetworkedLife/pagerank.pdf
1•Abhavk•1h ago•1 comments

'Project Hail Mary' Directors Announce In-Theater Director Commentary Track

https://thatparkplace.com/project-hail-mary-commentary-track/
1•canucker2016•1h ago•1 comments

Moving from academic to industry career plans: A personal story

https://sites.lsa.umich.edu/math-graduates/2020/09/15/moving-from-academic-to-industry-career-pla...
1•ganitam•1h ago•0 comments

Why I quit "The Strive"

https://www.joanwestenberg.com/why-i-quit-the-strive/
2•zdw•1h ago•0 comments

Vulnpocalypse: AI, Open Source, and the Race to Remediate

https://www.resilientcyber.io/p/vulnpocalypse-ai-open-source-and
1•chillax•1h ago•0 comments