GitHub Releases Copilot SDK for Java, Cutting Vendor Lock-in
New SDK lets developers control AI agents directly from Java servers using virtual threads and annotations
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Hyunkook Kim
김현국
Ai2 Measures the "Over-Helpfulness" Problem in AI Tutors
In an evaluation built from real tutoring transcripts, LLMs struggled to tell when to help a student and when to hold back
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Anthropic mandates watermarking on Claude outputs worldwide
Under EU AI Act rules, invisible markers for text and signed provenance data for images start August 2026
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Local LLM Community Flags a Gap in New 8B-12B Models
Reddit user points out lack of new mid-sized models for 16GB MacBooks, sparking debate
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Apple Unveils BDHS, an Alignment Technique to Reduce Multimodal AI Hallucination
Apple Research presents a method to create preference data without extra annotation or external models
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French-specialized small AI 'Luth-2' outperforms models three times its size
0.8B and 2B parameter models beat larger models on French-language benchmarks
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Tencent unveils 'Hy3D WorldClaw' for generating 3D open worlds from text
Not video, not Gaussian splatting — an approach that assembles worlds from editable game-ready 3D assets
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AI-Written Bestsellers Show Traces of Plagiarism When Sources Are Traced
Stony Brook University researchers used Ai2's infini-gram to quantify overlap between AI-generated novels and existing literature
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Microsoft publishes guide to building AI agents without code
Microsoft has released a guide showing how to build work agents using only natural language in Microsoft 365 Copilot's 'Agents' menu
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Apple identifies cause of 'outlier token' problem in diffusion transformers
Apple found that unusually large-value tokens forming inside image-generation AI degrade image quality, and proposed a fix
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Apple unveils technique to block fine-tuning of AI model weights
"DLR-Lock" research lets users run open-weight models as-is while blocking modification
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Apple runs head-to-head comparison of diffusion and autoregressive model performance
Analysis finds diffusion language models lag in long-context tasks while autoregressive models pull ahead in batch processing
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