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Intelligence arXiv
LLM Detection as an Intervention: Downstream Impact under Strategic User Behavior
As LLM adoption becomes more widespread, there is a growing interest in detecting LLM-generated content, for example through LLM detection tools and through heuristics based on language patterns. Detectors operate as an intervention that steers not only the…
Intelligence Ars Technica
Canadian legislator reads out apparent LLM response in floor speech
"Here’s a more natural, flowing version of that section..."
Intelligence DEV
Hetzner Inference: First Look
Hetzner is experimenting with LLM inference. That is not a sentence I expected to write, but I think...
Intelligence DEV
Kmemo: a semantic cache for LLM calls that refuses to serve you the wrong answer
Semantic caching cuts LLM cost and latency, and it will happily hand back the answer to a question nobody asked. Kmemo treats that failure as the main problem rather than a footnote.
Intelligence DEV
I Fabricated a Claim About LLM Judges. Then I Ran the Apology Experiment.
I cited a result that didn't exist. The apology experiment — 20 directional-failure scenarios × 3 model tiers × 600 calls — overturned my own correction.
Engineering Lobsters
Protecting our FLOSS commons from LLMs
Filed from Lobsters. Open the source for the full story.
Intelligence Hackaday
Codeberg Bans Cryptocurrency and LLM-Generated Code Projects
Community-led open source project hosting site Codeberg has formally announced that projects whose code is largely or fully machine-generated through LLMs and other ‘AI’ tools will no longer be welcome. …read more
Engineering Lobsters
General Resolution: LLM usage in Debian
Filed from Lobsters. Open the source for the full story.
Intelligence Hacker News
Petals: Run LLMs at home, BitTorrent-style
Filed from Hacker News. Open the source for the full story.
Intelligence Hacker News
Codeberg: ToU extension to prohibit LLM-extrusions
Filed from Hacker News. Open the source for the full story.
Intelligence Hacker News
Six questions before you add an LLM
Filed from Hacker News. Open the source for the full story.
Intelligence Hacker News
Becoming a Research Engineer at a Big LLM Lab
Filed from Hacker News. Open the source for the full story.
Intelligence Hacker News
Running a 28.9M parameter LLM on an $8 microcontroller
Filed from Hacker News. Open the source for the full story.
Intelligence Hacker News
What if LLMs escape through inferences itself? This is fiction. For now
Filed from Hacker News. Open the source for the full story.
Intelligence Hacker News
Cross-entropy comparison of LLM responses reveals Kimi's similarity to Claude
Filed from Hacker News. Open the source for the full story.
Intelligence DEV
Gemma4 DevOps In Action
In the last entry I got Gemma-4's 128-expert MoE running on an inf2.24xlarge and signed off with...
Intelligence DEV
My AI pentest agent reported 23 root shells. It had actually popped zero.
I've been building an autonomous penetration-testing agent — an LLM driving real tools (nmap,...