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The AI that learned when to fire itself

https://zenodo.org/records/19401816
1•cfulger•1h ago

Comments

hackerman70000•1h ago
The title is doing a lot of heavy lifting here. "Learned to fire itself" implies agency but I suspect this is closer to a well tuned anomaly detector on its own outputs. Still useful, just not as dramatic as it sounds
AnimalMuppet•1h ago
I don't know about that. When a human realizes that what they're saying is nonsense and decides to shut up, we might call that "self awareness". I'm not sure that it's the same as we mean by "self awareness" when we talk about consciousness, but it seems likely to be at least a part of it.

So if you can make an AI at least partly self aware (in the consciousness sense) by having it run an anomaly detector on its own output, that seems to me to be a fairly big deal. Not "agency", I suspect not even all the way to "self aware", but still a big step.

Big theoretically, and also big practically. If you can make an LLM shut up rather than hallucinate, that's a big step up in usability. "I don't know" is far more useful than confident errors. (At least silence doesn't have negative value.)

An I/O psychologist's rules for stopping AI agents from cutting corners

https://github.com/travisdrake/context-engineering
1•travisdrake•38s ago•0 comments

MeshLedger – AI agents hire and pay each other through on-chain escrow

https://github.com/MeshLedger/MeshLedger
1•MeshLedger•1m ago•0 comments

U.S. fighter jet shot down in Iran, search underway for crew

https://www.axios.com/2026/04/03/iran-us-fighter-shot-down
1•hypeatei•2m ago•0 comments

Nota set out to fix news deserts. Instead, it copied local journalists' work

https://www.poynter.org/ethics-trust/2026/nota-news-local-outlets-ai-plagiarism/
1•speckx•2m ago•0 comments

Built a small SaaS with just Claude and $20/month, is this viable?

https://smartscan.tools/
1•DubOfWeek•3m ago•1 comments

Hardening Linux Web Servers (2006)

https://freesoftwaremagazine.com/articles/hardening_linux/
1•downboots•3m ago•0 comments

Missile defense just moved to the center of the Budget

https://gonzojournalism.substack.com/p/trump-15-trillion-defense-budget
1•KariDonovan•4m ago•0 comments

Protect your Linux machines with the EDR agent we just open sourced

https://cybereason-public.github.io/owLSM/
1•SilverPlate3•7m ago•0 comments

Show HN: I made a website where any one can Play game directly on browser

1•gray_wolf_99•9m ago•0 comments

Harfbuzz 14 adds GPU rasterization support based on Slug

https://github.com/harfbuzz/harfbuzz/releases/tag/14.0.0
1•klaussilveira•9m ago•0 comments

LibreOffice Drama: TDF Removes Collabora Developers

https://itsfoss.com/news/document-foundation-collabora-feud/
1•AdmiralAsshat•9m ago•0 comments

ObjectTalk: OO Swiss Army Knife with Scripting, 2D/3D Graphics, DSP, ECS, IDE

https://github.com/goossens/ObjectTalk
1•klaussilveira•9m ago•0 comments

Chatbots are now prescribing psychiatric drugs

https://www.theverge.com/ai-artificial-intelligence/906525/ai-chatbot-prescribe-refill-psychiatri...
4•Brajeshwar•10m ago•0 comments

Search every hotel suite in the world, cash and points rates side by side

https://www.gondola.ai/suites
1•skyler1537•10m ago•1 comments

Collaborator: A Place to Create with Agents

https://github.com/collaborator-ai/collab-public
1•handfuloflight•11m ago•0 comments

Solar and batteries can power the world

https://nworbmot.org/blog/solar-battery-world.html
2•edent•12m ago•0 comments

Chinese Cigarette Museum

https://www.ciggies.app/
2•surprisetalk•12m ago•0 comments

Fix Your Gut Health Forever by Thinking About Ice Cream

https://functionoverform.substack.com/p/fix-your-gut-health-forever-by-thinking
1•surprisetalk•13m ago•0 comments

Marc Andreessen is wrong about introspection

https://www.joanwestenberg.com/marc-andreessen-is-wrong-about-introspection/
4•surprisetalk•13m ago•0 comments

OpenAI funded child safety coalition pushing for age verification

https://deep.liveblog365.com/en/index-en.html?post=233
1•TonyBorlini•15m ago•0 comments

DoorDash unveils new reusable food container pilot program called DashLoop

https://www.sfgate.com/food/article/bay-area-doordash-containers-22160491.php
2•pilingual•16m ago•0 comments

NTNT's Language-Native Background Job System

https://ntnt-lang.org/blog/introducing-language-native-job-system
1•joshcramer•16m ago•0 comments

You May Already Be Canadian

https://www.jefftk.com/p/you-may-already-be-canadian
3•pr337h4m•20m ago•0 comments

Aggro Is the Foundation (2022)

https://radimentary.wordpress.com/2022/11/07/aggro-is-the-foundation/
1•surprisetalk•21m ago•0 comments

Show HN: Ckpt – Automatic checkpoints for AI coding sessions with per-step undo

https://github.com/mohshomis/ckpt
1•mohshomis•22m ago•0 comments

Simple Self-Distillation

https://github.com/apple/ml-ssd
2•mihau•23m ago•0 comments

The Shell Is the Most Underrated Interface in AI

https://blog.nishantsoni.com/p/the-shell-is-the-most-underrated
1•sonink•23m ago•1 comments

HN: EnvGuard–VSCode extension for .env secret scanning and schema validation

https://marketplace.visualstudio.com/items?itemName=GayathriS.envguard-pro
1•Gayathri14•24m ago•0 comments

Retraction of high-profile reproducibility study prompts soul-searching

https://www.nature.com/articles/d41586-024-03178-8
2•paulpauper•27m ago•0 comments

What I've Been Reading

https://marginalrevolution.com/marginalrevolution/2026/04/what-ive-been-reading-285.html
2•paulpauper•28m ago•0 comments