AgentDNS: A Root Domain Naming System for LLM Agents
Paper: https://
arxiv.org/pdf/2505.22368
.pdf
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Code: https://
github.com/agentdns (coming soon?)
LLMS
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AgentDNS: Root Domain Naming System for LLM Agents
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LLMs Enable PDF Parsing for Financial Applications
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(One reason I think nobody seems to have tried implementing this prior to LLMs is that parsing arbitrary PDFs well enough to trust money to the results was almost intractably hard, and now it's something which is probably single digit engineers times single digit weeks to build.)
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LLMs Automating Redundant PDF Data Entry Tasks
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I do not even want to speculate how much of my life I've spent parsing PDFs to redundantly type payment instructions into a web application. I will not regret that portion of the job getting eaten by LLMs and good experiences built on top of them.
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Mercury’s AI-Powered Send Money Feature Parses PDFs
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A tiny product experience which was just great that I have to share: Mercury's new Send Money feature lets you either do it the usual way or upload e.g. a bill. I uploaded a capital call document. An LLM (presumably) parses the PDF and prefills everything, displaying inline…
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DeepSeek-R1-0528 Now Available on Hugging Face
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DeepSeek-R1-0528 is now on Hugging Face！ https://
huggingface.co/deepseek-ai/De
epSeek-R1-0528/tree/main
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Large Reasoning Models Self-Training Capabilities Study
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Can Large Reasoning Models Self-Train?
Paper: https://
arxiv.org/pdf/2505.21444
v1.pdf
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Self-Consistency Training for LLM Scaling Without Human Supervision
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Scaling LLMs through Reinforcement Learning (RL) usually needs human-crafted verifiers or gold answers, which limits scalability. Can models train themselves, without external supervision? This paper propose: using the model’s own self-consistency (i.e., agreement across
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Opus Model Enables Developers to Work More Hands-Off
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Both are pretty popular but I've been getting the sentiment that Opus is the first model many devs feel like they can truly go hands off to some degree
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Does Reading Public Work Constitute Seizure in AI?
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Do you feel that reading the publicly available work of other people amounts to seizing it?
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Claude 4 Launch Dramatically Accelerates Developer Productivity
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Since Claude 4 launch: SWE friend told me he cleared his backlog for the first time ever, another friend shipped a month's worth of side project work in the past 5 days, and my DMs are full of similar stories. I think it's undebatable that devs are moving at a different speed