Quadrillion Param Costs: KV Cache, Context Length, Frontier Margins
The models of 2028-2031 get much bigger than the models of 2026, going from 10T total params in 2026 to maybe 240T params in 2028 [1]…
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Exploiting Volvo/Eicher's fleet platform to gain control over all users/vehicles
Article URL: https://eaton-works.com/2026/07/27/my-eicher-hack/ Comments URL: https://news.ycombinator.com/item?id=49070756 Points: 3 # Comments: 0
Where is KIMI-K3 – countdown finished
Where is KIMI-K3 Where is KIMI-K3? submitted by /u/mossy_troll_84 [link] [comments]
MSE loss does not generate superposition
If you're training any type of toy model of superposition, Mean Squared Error (MSE) loss is unusually bad. [1] Related work We aren't the first to…
RL & search is a terrifying way to build AGI (an FAQ)
Q1: What are you saying?A: My claim here is that if you build artificial general intelligence (AGI) via any algorithm that’s choosing actions via reinforcement learning…
Apple Will 'Watch Everything Burn' When the AI Bubble Bursts
Article URL: https://www.macrumors.com/2026/07/27/ed-zitron-apple-watch-it-burn-ai-bubble-bursts/ Comments URL: https://news.ycombinator.com/item?id=49070427 Points: 92 # Comments: 32
Paged Out #9 [pdf]
Article URL: https://pagedout.institute/download/PagedOut_009.pdf Comments URL: https://news.ycombinator.com/item?id=49070138 Points: 22 # Comments: 3
Kimi K3 weights drop today. We’re deploying on A100s, H200s and B300s this week and the A100 math is already rough
tldr; we are going to host K3 on A100s (yes, thats correct, we'll try to see if it holds up), H200s & B300s - expect results…
Nvidia CEO Jensen Huang defends Open Source AI by saying distillation is fundamental to learning
Nvidia CEO Jensen Huang “Distillation - learning from AI, learning from other people, and learning from other sources of knowledge, is fundamental to intelligence. We are…
NYT: Protect America’s lead in the A.I. race.
“China is working hard to catch up, and the United States should take steps to keep its advantage. Most important, it should continue to prohibit American…
AI companies spend record sums on Washington lobbying
Article URL: https://www.ft.com/content/d8a5f95e-3b6d-463a-a848-c9ef8e2394db Comments URL: https://news.ycombinator.com/item?id=49069939 Points: 5 # Comments: 1
Ornith-397B running at Q4 on a single RTX PRO 6000 Blackwell 96GB – 2,354 tok/s prefill, ~20–24 tok/s decode
I've been building Krasis, an MoE-focused runtime for streaming big models through limited VRAM on NVIDIA consumer/workstation GPUs, and I think this is the most interesting…
DIY Home Solar System for under $5000
Article URL: https://www.gavinmai.com/1736354308000-diy-home-solar-backup-system Comments URL: https://news.ycombinator.com/item?id=49069791 Points: 15 # Comments: 3
Made a small model that extracts text from a white background [P]
Hello, I read a paper on a model named DONUT that extracts text from documents, which became my inspiration for this little project. Initially I wanted…
[Discussion] non developers: what are some use cases for your local models?
i get curious about this a lot, and majority of the times i get a response which is similar to mine that is : it fulfills…
We Tested Nonstick Cookware: Coatings Don't Need to Look Worn to Shed Particles
Article URL: https://www.rtings.com/air-fryer/learn/research/ptfe-cookware-shedding Comments URL: https://news.ycombinator.com/item?id=49069447 Points: 36 # Comments: 17
PIRAMID: Progress and Plans
In a recent post, we presented PIRAMID, its leadership and research pillars, and a plan for how they fit together. In this post, we sketch a…
Should you wash your solar panels?
Article URL: https://incoherency.co.uk/blog/stories/should-you-wash-your-solar-panels.html Comments URL: https://news.ycombinator.com/item?id=49069132 Points: 23 # Comments: 8
108 PRs in eight days: Accidentally discovering loop engineering
Article URL: https://brittany-ellich.offprint.app/a/3mrjj34puva23-108-prs-in-eight-days-accidentally-discovering-loop-engineering Comments URL: https://news.ycombinator.com/item?id=49068870 Points: 12 # Comments: 4
just another benchmark: $0.34 vs $27.60 for the same tasks solved
submitted by /u/arsenyinfo [link] [comments]
Softmax for People Trying To Run Models on FPGAs
My weekend sideproject was implementing the paper 'Approximating Softmax for FPGAs with Taylor Series and Pade Approximants' The paper’s motivation is the hardware constraints limiting exponential…
AI companies are shredding rare books
Article URL: https://xcancel.com/HedgieMarkets/status/2081534588485296565 Comments URL: https://news.ycombinator.com/item?id=49068738 Points: 47 # Comments: 7
The Proof Machine (2016)
Article URL: https://incredible.pm/ Comments URL: https://news.ycombinator.com/item?id=49068711 Points: 4 # Comments: 0
Worse on Purpose
Article URL: https://ledger.worseonpurpose.com/brands Comments URL: https://news.ycombinator.com/item?id=49068707 Points: 8 # Comments: 0