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Language Models

176 summarised stories about Language Models, each linking back to the original source. Browse all topics →

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Thursday, 27 August 2026

Anthropic’s Watermarks, Grok 4.6 Surges, Qwen’s Open Weights, Better Corrections for Speech Recognition

The Batch 4

SpaceXAI introduced Grok 4.6, a vision-language model aimed at long-running agentic work, and is shipping it through developer channels. The Grok 4.6 API price is $2.00 per million input tokens. Developers can now access the model via Cursor, Grok Build, and related add-ins, with consumer Grok apps planned for later.

From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers

Apple Machine Learning Research 1 month ago 46

The authors propose a rubric-based reward framework that generates query-specific, evidence-grounded rubrics and uses them for post-training to supervise open-domain question answering. Averaged across three evaluation axes (composition, grounding, and instruction-following), it improves 6.5% over an instruction-tuned baseline. The approach changes training by replacing a single scalar reward with multi-dimensional rubrics conditioned on retrieved evidence, yielding more factual support and better coherence and instruction adherence.

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