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Benchmarking Local LLMs for Natural-Language-to-SQL Querying in Biopharmaceutical Manufacturing: An Empirical Benchmark on Consumer-Grade Hardware

arXiv:2606.01338v1 Announce Type: new Abstract: Biopharmaceutical manufacturing organizations operate under regulatory frameworks such as FDA guidance, EU Good Manufacturing Practice (GMP), and the EU AI Act, which can restrict the use of cloud-based artificial intelligence systems. Locally deployed large language models (LLMs) offer a privacy-preserving alternative, but their suitability for pharmaceutical manufacturing tasks remains underexplored. This study evaluates four open-source LLMs...

arXiv CS 8d ago

China is a ‘very big problem’ for EU sanctions against Russia, O’Sullivan tells Euronews

Exclusive: As the bloc readies its 21st sanction package against Russia for the country’s ongoing invasion of Ukraine, the EU Sanctions Envoy David O’Sullivan revealed to Euronews that Beijing remains a “very big problem” for the efficacy of measures. China remains a “very big problem” because of the way it helps circumvent EU sanctions against Russia, with no signs that the practice is abating, the EU’s chief sanctions envoy, David O'Sullivan, said in exclusive comments to Euronews. “We...

Euronews 7d ago

Trump's latest tariff salvo no fix for global issue of forced labour

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Channel News Asia 5d ago

New forced labor tariffs are in line with US-EU deal, insists Trump trade official

PARIS — Trade Representative Jamieson Greer said Thursday that proposed new U.S. tariffs on European exports are compatible with the transatlantic trade deal struck last summer at President Donald Trump’s Turnberry golf resort in Scotland. “The Turnberry agreement says that the European Union agrees and acknowledges that the United States can impose tariffs up to a certain level,” Greer said in Paris on the sidelines of a ministerial meeting at the Organisation for Economic Co-operation and...

Politico EU 6d ago

CNA Explains: What the US forced labour probe means for global trading partners

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Channel News Asia 6d ago

How Britain Became as Poor as Mississippi

Illustrations by Joan WongWho broke Britain? Someone—or something—must have. The past 18 years, enough time for a whole lost generation to be born and brought up, have yielded nothing but stagnation and mass disillusionment.

The Atlantic 8h ago