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Apple is the only Big Tech company whose capex declined last quarter

https://sherwood.news/tech/apple-is-the-only-big-tech-company-whose-capex-declined-last-quarter/
1•elsewhen•1m ago•0 comments

Reverse-Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
2•todsacerdoti•2m ago•0 comments

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•6m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
1•mooreds•6m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•7m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•7m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•7m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•7m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•9m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
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ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
2•nick007•10m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•11m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•11m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
2•belter•14m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•15m ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

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2•momciloo•15m ago•0 comments

Kinda Surprised by Seadance2's Moderation

https://seedanceai.me/
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I Write Games in C (yes, C)

https://jonathanwhiting.com/writing/blog/games_in_c/
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Django scales. Stop blaming the framework (part 1 of 3)

https://medium.com/@tk512/django-scales-stop-blaming-the-framework-part-1-of-3-a2b5b0ff811f
1•sgt•16m ago•0 comments

Malwarebytes Is Now in ChatGPT

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Thoughts on the job market in the age of LLMs

https://www.interconnects.ai/p/thoughts-on-the-hiring-market-in
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Show HN: Stacky – certain block game clone

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AIII: A public benchmark for AI narrative and political independence

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SectorC: A C Compiler in 512 bytes

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The API Is a Dead End; Machines Need a Labor Economy

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Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
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New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

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5•randycupertino•25m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

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The Contagious Taste of Cancer

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2•Thevet•29m ago•0 comments
Open in hackernews

Ask HN: How do teams revoke access to long-lived encrypted cloud data?

2•allen-chen•1w ago
I’m working on an end-to-end encrypted file layer that sits on top of existing cloud storage (clients encrypt; the cloud only sees ciphertext). I’m specifically interested in cryptographic revocation: when a user or device is removed (or a device is lost), they should not be able to decrypt data anymore—not just lose server-side permission.

In a lot of end-to-end encryption systems, revocation mainly affects future access; older keys can still decrypt older snapshots/ciphertext that were already synced.

For teams with long-lived data and real offboarding/lost-device scenarios: what approaches have worked in practice, and what tends to fail?

Things I’m considering / curious about: • scheduled key rotation and re-encryption • epoch-based keys (short-lived or on membership change) • how you handle clients that are offline for a long time • recovery and usability tradeoffs (and what users actually tolerate)

If you’ve built or operated something like this, I’d love to hear pitfalls, constraints (performance, bandwidth, support burden), or any references you found useful.

Comments

verdverm•1w ago
It's an unsolved problem as I understand it. Key distribution, rotation, and revocation in e2e have no good options that also provide a competitive UX.

This is why you don't see it more ubiquitously. What you do see is individual data handled more this way.

A different approach would to not give individuals decryption keys for the data directly, rather give them access to a shared key JIT. This is how we generally operate with secrets in the cloud, and this would be doing the same to get access to the secret decryption key, preferably in a locked down env they do not control and have little permissions in, if even a human at all

allen-chen•1w ago
Agreed — UX vs. revocation seems to be the core blocker.

The JIT/shared-key approach makes revocation much cleaner, but it also shifts trust to a controlled environment rather than purely client-held keys. Have you seen this used beyond secrets (for large file sets), especially where offline access or long-lived clients are involved?

verdverm•1w ago
I'm actively working on something like this for/with ATProto PDS, mainly for permissions, unencrypted, but the next step e2e

hit me up if you want to chat, same handle everywhere and at gmail

allen-chen•1w ago
That’s interesting — especially if you’re already thinking about the e2e step on top of ATProto PDS.

At the permissions layer, I’m curious how much of that design you expect to carry over once decryption keys are involved.

Happy to follow up off-thread as well.

verdverm•1w ago
I am not aiming for something as e2e as you, because it has unsolved problems and I want to build an app with private data features today

For what I'm doing, everything should carry over because the permission system doesn't care what data it is gating

The hard problem I'm working on now is content moving or gardening in the face of at-uri. Users want to be able to drag-n-drop things, i.e. move a doc from one folder to another to share with a lawyer (Google docs inspired)

Have you seen peergos? It's spiritually closer to what you are after, iiuyc

allen-chen•1w ago
Makes senses — shipping “private data” features today without full end-to-end encryption is a reasonable constraint tradeoff. I’ll take a look at Peergos — appreciate the pointer.