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Show HN: Floating-point drift between Apple M1 and H100 is real

1•luxiedge•1h ago
I’m tired of people saying floating point drift is "unavoidable."

I run safety-critical math. "Close enough" doesn't cut it.

I ran the exact same workload on my local M1 and my H100. The numbers didn't match. Standard libraries (NumPy, PyTorch) drift because standard GPU schedulers fuse and reorder ops differently than CPUs.

I built my own engine (LuxiEdge) to fix it. Now I get bit-exact matches across both architectures. 0.00% drift.

Here is the repo and the reference hash. If you think your standard tools can do this, go ahead and try to match it. You can't.

https://github.com/RegularJoe-CEO/Art-of-Fugue

Ask HN: Why is the Lua web / related ecosystem so stagnant?

1•jmspring•45s ago•0 comments

AMI Labs: Real World. Real Intelligence

https://amilabs.xyz/
1•pilingual•2m ago•0 comments

Major crypto theft discovered by Zach XBT

https://twitter.com/zachxbt/status/2014685263327351116
1•paulpauper•3m ago•0 comments

Show HN: Cholesterol Tracker – Built after high cholesterol diagnosis at 33

https://cholesterol-tracker.poniansoft.com/
1•briskibe•11m ago•0 comments

Joy and Curiosity #70

https://registerspill.thorstenball.com/p/joy-and-curiosity-70-d85
1•kristianp•13m ago•0 comments

Ask HN: In the era of AI, which language would you choose?

1•tcper•14m ago•0 comments

The Internet Doesn't Suck: Blame Big Tech, Not the Internet

https://riverseeber.net/blog/post/the-internet-doesnt-suck/
1•cratermoon•15m ago•0 comments

GNU Guix 1.5.0 released with new support for RISC-V 64-bit architecture

https://guix.gnu.org/blog/2026/gnu-guix-1.5.0-released/.
1•teleforce•15m ago•0 comments

1961 Goldsboro B-52 crash

https://en.wikipedia.org/wiki/1961_Goldsboro_B-52_crash
1•st_goliath•16m ago•0 comments

U.S. workers just took home their smallest share of capital since 1947

https://fortune.com/2026/01/13/us-workers-smallest-labor-share-gdp-on-record/
3•_DeadFred_•16m ago•2 comments

Ask HN: iPhone 15 pro handset just damaged my hearing, what now?

6•joecool1029•17m ago•0 comments

Remarkable sodium-ion battery has a lignin heart of 'wood'

https://newatlas.com/energy/sodium-ion-battery-lignin/
1•westurner•19m ago•2 comments

The Problem of Flatness in Ancient Egypt

https://www.youtube.com/watch?v=vhv8fAqN1cw
2•bane•21m ago•0 comments

The Birthday Paradox, Simulated

https://www.pcloadletter.dev/blog/birthday-paradox/
1•ronbenton•23m ago•0 comments

Fastest Encryption. Zero-Latency Decryption. Reliable Post-Quantum Security

https://abhedyam.com/
1•prabhatkr•24m ago•0 comments

UK government targets VPNs in online safety consultation as Lords vote for ban

https://www.techradar.com/vpn/vpn-privacy-security/uk-government-targets-vpns-in-new-online-safet...
1•g-b-r•30m ago•0 comments

Don't Write Docs Twice

https://tombedor.dev/make-it-easy-for-humans/
1•jjfoooo4•30m ago•0 comments

Show HN: BuryIt – Bury your failures, regrets and secrets anonymously

https://www.buryit.space/
1•noanoanoa•36m ago•0 comments

1944 informational poster of the electromagnetic spectrum

https://en.wikipedia.org/wiki/Electromagnetic_spectrum
1•winemath•41m ago•0 comments

The lies I used to tell myself

https://usefulfictions.substack.com/p/the-lies-i-used-to-tell-myself
2•jger15•41m ago•0 comments

Kolab Now: Secure and private email, calendars and more

https://kolabnow.com/
1•doener•46m ago•0 comments

Playwright CLI

https://github.com/microsoft/playwright-mcp/releases/tag/v0.0.57
1•aragonite•47m ago•0 comments

Soverin: Your Mailbox is your Digital Castle

https://soverin.com/
1•doener•47m ago•0 comments

C++ has scope_exit for running code at scope exit

https://devblogs.microsoft.com/oldnewthing/20260123-00/?p=112008
2•firesteelrain•49m ago•0 comments

Grok Is Temporarily Unavailable

https://status.x.ai/grok-com
2•pmcjones•49m ago•0 comments

Laracasts: I'm Done [video]

https://www.youtube.com/watch?v=g_Bvo0tsD9s
1•samsolomon•50m ago•0 comments

I was wrong about AI agent sandboxing

https://tuananh.net/2026/01/22/i-was-wrong-about-ai-agent-sandboxing/
1•tuananh•51m ago•0 comments

Ageing promotes microglial accumulation of slow-degrading synaptic proteins

https://www.nature.com/articles/s41586-025-09987-9
1•bookofjoe•53m ago•0 comments

A Problem in Gas Town Society

https://xcancel.com/voooooogel/status/2014189072647078053
1•themaxdavitt•54m ago•0 comments

Open-source self-driving for 325 car models from 27 brands

https://comma.ai
14•JumpCrisscross•56m ago•1 comments