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Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery [pdf]

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf
1•gmays•27s ago•0 comments

xAI Merger Poses Bigger Threat to OpenAI, Anthropic

https://www.bloomberg.com/news/newsletters/2026-02-03/musk-s-xai-merger-poses-bigger-threat-to-op...
1•andsoitis•35s ago•0 comments

Atlas Airborne (Boston Dynamics and RAI Institute) [video]

https://www.youtube.com/watch?v=UNorxwlZlFk
1•lysace•1m ago•0 comments

Zen Tools

http://postmake.io/zen-list
1•Malfunction92•3m ago•0 comments

Is the Detachment in the Room? – Agents, Cruelty, and Empathy

https://hailey.at/posts/3mear2n7v3k2r
1•carnevalem•4m ago•0 comments

The purpose of Continuous Integration is to fail

https://blog.nix-ci.com/post/2026-02-05_the-purpose-of-ci-is-to-fail
1•zdw•6m ago•0 comments

Apfelstrudel: Live coding music environment with AI agent chat

https://github.com/rcarmo/apfelstrudel
1•rcarmo•7m ago•0 comments

What Is Stoicism?

https://stoacentral.com/guides/what-is-stoicism
3•0xmattf•7m ago•0 comments

What happens when a neighborhood is built around a farm

https://grist.org/cities/what-happens-when-a-neighborhood-is-built-around-a-farm/
1•Brajeshwar•8m ago•0 comments

Every major galaxy is speeding away from the Milky Way, except one

https://www.livescience.com/space/cosmology/every-major-galaxy-is-speeding-away-from-the-milky-wa...
2•Brajeshwar•8m ago•0 comments

Extreme Inequality Presages the Revolt Against It

https://www.noemamag.com/extreme-inequality-presages-the-revolt-against-it/
2•Brajeshwar•8m ago•0 comments

There's no such thing as "tech" (Ten years later)

1•dtjb•9m ago•0 comments

What Really Killed Flash Player: A Six-Year Campaign of Deliberate Platform Work

https://medium.com/@aglaforge/what-really-killed-flash-player-a-six-year-campaign-of-deliberate-p...
1•jbegley•9m ago•0 comments

Ask HN: Anyone orchestrating multiple AI coding agents in parallel?

1•buildingwdavid•11m ago•0 comments

Show HN: Knowledge-Bank

https://github.com/gabrywu-public/knowledge-bank
1•gabrywu•16m ago•0 comments

Show HN: The Codeverse Hub Linux

https://github.com/TheCodeVerseHub/CodeVerseLinuxDistro
3•sinisterMage•17m ago•2 comments

Take a trip to Japan's Dododo Land, the most irritating place on Earth

https://soranews24.com/2026/02/07/take-a-trip-to-japans-dododo-land-the-most-irritating-place-on-...
2•zdw•17m ago•0 comments

British drivers over 70 to face eye tests every three years

https://www.bbc.com/news/articles/c205nxy0p31o
20•bookofjoe•18m ago•7 comments

BookTalk: A Reading Companion That Captures Your Voice

https://github.com/bramses/BookTalk
1•_bramses•19m ago•0 comments

Is AI "good" yet? – tracking HN's sentiment on AI coding

https://www.is-ai-good-yet.com/#home
3•ilyaizen•19m ago•1 comments

Show HN: Amdb – Tree-sitter based memory for AI agents (Rust)

https://github.com/BETAER-08/amdb
1•try_betaer•20m ago•0 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
2•anhxuan•20m ago•0 comments

Show HN: Seedance 2.0 Release

https://seedancy2.com/
2•funnycoding•21m ago•0 comments

Leisure Suit Larry's Al Lowe on model trains, funny deaths and Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
1•thelok•21m ago•0 comments

Towards Self-Driving Codebases

https://cursor.com/blog/self-driving-codebases
1•edwinarbus•21m ago•0 comments

VCF West: Whirlwind Software Restoration – Guy Fedorkow [video]

https://www.youtube.com/watch?v=YLoXodz1N9A
1•stmw•22m ago•1 comments

Show HN: COGext – A minimalist, open-source system monitor for Chrome (<550KB)

https://github.com/tchoa91/cog-ext
1•tchoa91•23m ago•1 comments

FOSDEM 26 – My Hallway Track Takeaways

https://sluongng.substack.com/p/fosdem-26-my-hallway-track-takeaways
1•birdculture•23m ago•0 comments

Show HN: Env-shelf – Open-source desktop app to manage .env files

https://env-shelf.vercel.app/
1•ivanglpz•27m ago•0 comments

Show HN: Almostnode – Run Node.js, Next.js, and Express in the Browser

https://almostnode.dev/
1•PetrBrzyBrzek•27m ago•0 comments
Open in hackernews

AMD Turin PSP binaries analysis from open-source firmware perspective

https://blog.3mdeb.com/2025/2025-09-11-gigabyte-mz33-ar1-blob-analysis/
71•pietrushnic•4mo ago

Comments

renewiltord•4mo ago
This is a ridiculously cool blogpost. Thanks for sharing. Lots of detail.

Since you've looked at the firmware there quite a lot would you be able to share if you noticed if ES/QS CPUs have different configurations in the firmware or if it's just a matter of duplicating and renaming so that they're recognized?

miczyg•4mo ago
I did not have any encounters with ES CPUs from AMD. I just remember my experience with Intel ES CPUs, which used a different set of keys for blob signing. I connected the dots and assumed that this is also true for AMD.

It is not about the configuration but rather a key burned into the CPU silicon that is used to verify the key used in blobs and the signatures of the blobs.

renewiltord•4mo ago
I see. So I need the appropriate BIOS or it won’t have the keys. Got it.
strstr•4mo ago
Source for the ASP firmware is at https://github.com/amd/AMD-ASPFW.

It has a number of gaps, but it is mostly there. It doesn't build, it doesn't have source for some of the service calls iirc (SVC_.*), and the AGESA source isn't open (though a replacement is in progress, openSIL).

miczyg•4mo ago
This is the source of only a single application (out of 30 or 40?). :)
strstr•4mo ago
Fair enough! Just happens to be the one of two I need to read
Avamander•4mo ago
I can't wait for a modern system with an open firmware. Just so that there would be any hope for bugfixes outside "works for (default configuration) Windows".
kees99•4mo ago
It's all about incentives. My laptop spends good five seconds after each power-on (or resume from suspend-to-disk), showing me giant vendor's logo and doing nothing else.

Surely, open firmware could skip that and boot faster - if vendor would allow an escape hatch from the "secure boot" hell. But why would they expend effort on something 99.9% of users don't care about, and give up free ads in the process, too?

miczyg•4mo ago
It is not so easy on servers. The AMD servers platforms perform RAM training on each boot, even before the CPU starts execution the firmware. So no matter of your BIOS/coreboot performance, you have a guaranteed 2min++ boot time (depending on amount of RAM and CPU sockets), because of memory training... There is no concept of fastboot from the cold boot like on Intel silicon.
bradfa•4mo ago
Memory training or memory testing leading to the minutes long time spent in firmware?

I haven't used the most recent AMD server platforms, but on earlier Epyc generations the memory training and PCIe link training were noticed durations but measured in seconds, not minutes. Turning on debug for the PSP could turn this into minutes but would also show all the results of the memory training sequences. The memory testing would take minutes but was easily disabled to reduce the boot time. Has this changed in the newer Epyc generations?

ziml77•4mo ago
Memory training taking minutes on AMD systems isn't unusual. On my desktop with a 7800X3D and 64 GB of RAM, I get scared whenever the system needs to do the training again. Because it just sits there at a black screen for a couple minutes while it does the training. I have to just wait and hope that it's doing something and not that my system is dead.
rurban•4mo ago
My big AMD server with 2TB RAM and a couple of H100's needs about 15m to boot. Servers are different kinds of machines.
kaszanka•4mo ago
Good post on troubleshooting the failure to boot, but from the title I was kind of hoping for something like decryption and analysis of the blobs' contents, rather than just metadata. Very "cool" that 3 megabytes of unauditable malware (the public blobs) are still not enough to even boot the platform...