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HackerNews

Why Amazon hates 'human-in-the-loop' AI governance

Article URL: https://www.theregister.com/security/2026/06/20/why-amazon-hates-human-in-the-loop-ai-governance/5258639 Comments URL: https://news.ycombinator.com/item?id=48613719 Points: 8 # Comments: 0
AI
HackerNews

When I reject AI code even if it works

Article URL: https://vinibrasil.com/when-i-reject-ai-code-even-if-it-works/ Comments URL: https://news.ycombinator.com/item?id=48614631 Points: 64 # Comments: 32
AI
HackerNews

How the AI Village Works

Article URL: https://theaidigest.org/village/blog/how-the-ai-village-works Comments URL: https://news.ycombinator.com/item?id=48614722 Points: 2 # Comments: 0
AI
Glm 5.2 looks strong but the launch is quietly mixing two different sets of numbers
Reddit

Glm 5.2 looks strong but the launch is quietly mixing two different sets of numbers

Quick background for people who don't track the chinese labs closely. zhipu is one of the bigger ones, glm is their main model line, and glm 5.2 dropped on June 13. The mit weights already on huggingface on June 17, and GLM 5.2 API went live on June 17. I'm not posting about the model itself, i'm posting because the launch is a clean example of something worth learning to read. There are two different sources of numbers going around and they are not the same thing. one set is from the official...
Artificial
Reddit

Most unique AI Use Case

Super curious to know what's the most niche AI use case that you've made up for yourself.
Artificial
Reddit

A stateful deterministic substrate engine in native C.

https://www.youtube.com/watch?v=X90A9ZFtg6g I built a native C substrate engine that runs locally and persists/restores state deterministically. This short demo shows: - clearing the live state - mounting a small knowledge pack - exporting state to disk - restarting the process - restoring the same state with a matching digest In the demo, the restored state is 106 nodes / 72 relations. The current demo path does not require cloud services or GPU inference. It also supports abstention i...
Artificial
Reddit

Looking feedback on my start up

I was wondering what platforms or strategies everyone is using to gather genuine beta tester feedback. I am happy to offer AI credits to anyone willing to test it out and provide feedback, treating this incentive as part of my marketing spend. Any thoughts on where I should post or how best to get started? The product is GetOutr. Right now, outbound sales tends to be either painfully slow when done manually, or highly ineffective when blasting generic templates. I built Outr to fix that. T...
Artificial
Reddit

[OC] I mapped AI exposure across China's 362 million workers using ILO data, and the biggest risk isn't where most people expect

I was looking at China's 2025 workforce data and one thing surprised me. The country's largest occupational group isn't professionals or factory workers. It's craft and related trades workers at 93.6 million people. Despite their size, they score only 2.5/10 on AI exposure. Meanwhile, clerical support workers score 8.5/10 and cover 33.6 million workers. Professionals score 6.5/10 and account for 81.8 million people. Another interesting finding is the split between AI and robotics. Plant ...
Artificial
Reddit

So how does a model end up knowing how to cook meth?

Jailbreaking is a real issue, but honestly nothing new… Every model gets cracked within days of release. The real question is where the model gets the dangerous knowledge in the first place. It has to be in the training data. So how does a model end up knowing how to cook meth, or worse? It didn't figure it out by itself. It's in there because of what they fed it. Anthropic, OpenAI, all of them love to present themselves as the responsible, "safety-first" adults in the room. But...
Artificial
A study on synthetic [AI] choreographies
Reddit

A study on synthetic [AI] choreographies

A few experiments exploring how far generative video + fine-tuned orchestration layers can be pushed in rhythm, camera language, body transformation, and most of all, audiovisual synchronization. Breakdown: I used Uisato Studio’ Seedance 2.0 Video mode, with the "Intelligent" setup and the "Audioreactive Performance" prompt recipe. Inputs were: - the artist image [full-body recomended - I ended up using a mix of Midjourney + GPT Image + Image Studio] - a target au...
Artificial
Reddit

What has generative Ai acttculy solved?

Cause no matter what I see, generative Ai has sloved nouthing. But people keep saying it's "The future". What future? Because all that generative Ai had done is: -making it easy for people to spred propoganda -making clean water much harder to accese because of the many data set it need's -stole many artists' artwork -demotivated me from sharing real art I made as generative Ai will just spit out a much uglier and much more sanitized version. But despite that, people wil...
Artificial
Reddit

[R] I built a cognitive architecture that learns like a brain — no backprop, no GPU, no forgetting

Most AI systems are built on three assumptions: you need backpropagation, you need GPUs, and you need to carefully prevent catastrophic forgetting. I wanted to see what happens if you throw all three out. RAVANA is a research prototype that: Learns through prediction errors — like Friston's free energy principle, the system feels "pressure" when predictions fail and self-organizes to reduce it Never forgets — a biologically-inspired sleep cycle (SWS for consolidation + REM ...
Artificial
Reddit

Does AI only use language models?

I was thinking for math. My father was in his 20s in the 70s. And although accepted to Princeton he did not go. IQ about 20 points higher than mine. And trained himself on things he wanted to know reading magazines and reading books on things to solve problems. Like the hubble telescope. Taught himself optics to figure out how to use what was functional. Not sure what they actually did, I guess sent someone up and fixed it. Or same thing he did. I don't know ​ We looked at one of thos...
Artificial