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MediaNama reports Gujarat High Court quashed GST proceedings after AI-generated case-law citations
MediaNama reports that the Gujarat High Court set aside GST proceedings after a tax officer relied exclusively on non-existent or irrelevant AI-generated judgments, and ordered fresh adjudication under stricter verification rules.medianama.comSecurity
Adversarial tests expose major gaps in LLM unlearning
A preprint reports that language models can appear to forget targeted information under ordinary tests while still recovering it under strategic adversarial prompts.arxiv.orgSecurity
Study finds language models can represent when they are being evaluated
An arXiv study reports that six language models contained linearly decodable signals associated with being evaluated, while those internal signals only partly matched what the models said. The authors say steering along probe-derived directions changed verbalization scores, raising questions about how reliably…arxiv.orgProduct
TechNode reports ByteDance launches Doubao Work AI agent for Feishu users
TechNode reports that ByteDance has launched Doubao Work, a productivity-focused AI agent integrated with Feishu, with 30 days of subscription access available through the desktop client or app.technode.comInnovation
FCPRAG paper reports more stable fusion of retrieved evidence in parametric RAG
A paper accepted to EMNLP 2026 proposes FCPRAG, a controller that selectively combines passage-specific LoRA adapters in parametric retrieval-augmented generation. The authors report higher F1 scores than standard and parametric RAG baselines across four question-answering datasets, with gains of up to 7.55%.arxiv.orgInnovation
Study finds more GPU resources do not reliably translate into greater NLP research impact
An analysis of 13,921 papers from major NLP conferences found that the papers reporting the most GPU capability captured most reported resources but only a minority of citations and awards. The study found a statistical association between compute and scholarly impact, but little standalone explanatory power.arxiv.orgIndustry
Sifted reports Lunar founders raise €8.2m for AI-native audit startup Repodo
Sifted reports that former Lunar executives have raised €8.2m in pre-seed funding to launch Repodo, an AI-native statutory-audit startup focused initially on small and medium-sized businesses. The report says the round is Denmark’s largest pre-seed raise to date, according to Sifted data.sifted.euProduct
chemeurope.com reports Skala AI model is now available in CP2K
chemeurope.com reports that Microsoft Research’s Skala AI model has been integrated into the open-source CP2K simulation ecosystem, giving researchers access to an AI-based exchange-correlation functional for quantum-mechanical simulations. The outlet says initial testing showed improved accuracy in a specific test…chemeurope.comIndustry
India Today reports Nvidia’s $6 billion Poolside deal expands its open-model ambitions
India Today reports that Nvidia’s agreement with AI startup Poolside would give Nvidia access to Poolside’s technology and bring more than 100 employees into its Nemotron open-weight model effort. The report also says Nvidia will invest $1 billion in Poolside at a $12 billion pre-money valuation, while rising…indiatoday.in
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