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GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•5m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•8m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
1•helloplanets•11m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•19m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•20m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•22m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•22m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
1•basilikum•25m ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•25m ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•30m ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•31m ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•32m ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•32m ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•34m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•38m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•40m ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•46m ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•48m ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•53m ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•55m ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
1•lifeisstillgood•55m ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•58m ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•59m ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•1h ago•0 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•1h ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•1h ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•1h ago•0 comments

Ed Zitron: The Hater's Guide to Microsoft

https://bsky.app/profile/edzitron.com/post/3me7ibeym2c2n
2•vintagedave•1h ago•1 comments

UK infants ill after drinking contaminated baby formula of Nestle and Danone

https://www.bbc.com/news/articles/c931rxnwn3lo
1•__natty__•1h ago•0 comments

Show HN: Android-based audio player for seniors – Homer Audio Player

https://homeraudioplayer.app
3•cinusek•1h ago•2 comments
Open in hackernews

A disk is a bunch of bits (2023)

https://www.cyberdemon.org/2023/07/19/bunch-of-bits.html
38•rrampage•8mo ago

Comments

addaon•8mo ago
An okay overview of some high level context for on-disk storage, but it's perhaps more useful to say that disk hardware (and memory hardware) present an abstraction of a bunch of bits. Even for DRAM, there isn't a one-to-one mapping between capacitors the fab etches into the silicon and bits that your software can access at a given physical address. At the lowest level, defective rows are bypassed and remapped. At the next level up, ECC means that a single bit can never be (reliably) pointed at on its own -- instead, the data of, say, 64 bits is smeared across 72 capacitors. For disks, this gets even worse, both because the hardware itself is less reliable and because the slow speed allows more and more tricks to be played. A bunch of bits get mapped to a bunch of blocks, but blocks get remapped, bits within blocks get error corrected, multiple bits are stored in a single physical element, etc.
yapyap•8mo ago
I imagine the OPs article is pointed at people more novice to the world of computers and his approach of bits while not perfect is good enough, better than confusing the reader IMO. While this would probably be useful for people more deeply already into the world of computers, I doubt the people who get what you are talking about would need a reminder of what’s on their disks. It’s handy to keep in mind who is being written for.
analog31•8mo ago
My advice to the novice is to learn architecture at the level of something like an 8-bit PC, and to think of more advanced features as solutions to problems inherent in the systems of that era. Alternatively, an 8-bit microcontroller such as an 8051 has a similarly primitive architecture.
stevetron•8mo ago
A disk is circular.
Liftyee•8mo ago
For my previously-shallow level of understanding, this was an insightful article that showed me a little of how the filesystem actually works. I'm vaguely aware of abstractions at the hardware level (especially with solid state memory controllers, wear-levelling...) but that's another layer of abstraction down from that explained here. I'll learn the magic of working around nanoscale physics another day.

The author seems to have a number of explanations of this quality. I've put the one about git submodules on my reading list.

ggm•8mo ago
Most of the complications can be learned after you get comfortable with a basic model. It is entirely true things have got more complicated but the key concepts and most importantly (to me) the language of what disks are comes from their history. The whole block/sector/inner/outer and cache/written and addressing models, comes from the realities of spinning objects. We didn't inherit very many concepts from mercury delay lines in the longer term, but we did from core memory because addressing models "made sense" in the X/Y plane model they exposed and we carried some of that into the future, and into disk sector/block models.

Shingled, SMR, CVR, checksums, RAID, RAM backed, the impact of VM models, L1 and L2 cache, unified file buffer caches.. its all addons which assume you have the basic language around disk "concepts"