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AI 资讯 Reddit r/programming

Need some suggestions for my project/ platform

Link:- https://easy-assign.vercel.app Specially need some suggestions for ui Want some suggestions what to do next It is a freelance platform for students and freshers so they can easily get some gigs or post task for help they need In last 3 days I got around 500 users and some paid tasks What could be improved here ? The ui ,the way we make them apply ,profiles streaks or what? I want to scale it more and bring bigger projects here so what to do to make it more trustworthy ( I know first suggestion will be payment integration that will be done after 2000 users) submitted by /u/detective8421 [link] [留言]

/u/detective8421 2026-06-25 20:03 4 原文
AI 资讯 HackerNews

Show HN: Turn native language audio into flashcards and shadowing practice

Here is a tool I built initially for myself to help with my German and Greek language studies. It started as a hack for creating Anki cards from native language audio. It extracts the words, finds their base forms (lemmas) and groups the examples by the lemma. At some point I realised that I have a transcription with word level timestamps that opens a lot of other opportunities. So I added a mode to click the first and last word in the transcript and it starts looping with the right gap and repe

alder 2026-06-25 19:29 4 原文
AI 资讯 Schneier on Security

Interesting Paper Exploring Prompt Injection

This is a fascinating explotation of how LLMs fall for prompt injection attacks. It turns out that they learn to recognize the style of text in different role/instruction blocks, and not just the tags. Their conclusion: Role tags were a formatting trick that became the security architecture and the cognitive scaffolding of modern LLMs. We’ve shown that this architecture doesn’t survive into the model’s actual representations, and that such role confusion is linked to prompt injection. Unless LLMs achieve genuine role perception, we think injection defense will remain a perpetual whack-a-mole game. And the continuous nature of role boundaries opens the threat of injections designed to subtly shift LLM states through seemingly innocuous text, legally and at scale...

Bruce Schneier 2026-06-25 19:23 11 原文
开发者 InfoQ

Building a European Cloud Orchestration Platform within an Enterprise

Modern cloud deployments involve many tools with different lifecycles, creating a heavy burden on engineers. The Kubernetes ecosystem offers a unified Control Plane approach. Sharing best practices through tech talks and inner-source collaboration can create an engaged community and drive adoption. By Ben Linders

Ben Linders 2026-06-25 19:06 11 原文