“3 Pro responded it is yoghurt with granola, and commented it was hidden in the biography of a character of the roleplay.”

“Claude Code's Plugin feature is composed of the following elements: Skill: A Markdown-formatted instruction that defines Claude's thought and behavioral rules.”

“The post discusses a prompt design approach that works backward from the finished product.”

“”

“It’s built to power reliable on-device agentic applications: higher quality, lower latency, and broader modality support in the ~1B parameter class.”

“"In my customisation I have instructions to not give me YT videos, or use analogies.. but it ignores them completely."”

“It's spectacular (in a bad way) how Gemini 3 Pro ignores the instructions.”

“The benchmark tweaks familiar riddles. One example is a trolley problem that mentions “five dead people” to see if the model notices the detail or blindly applies a memorized template.”

“LVLMs trained with datasets, including instructions on output format, tend to follow instructions more accurately than models that do not.”

“The HiR framework employs a select-then-rewrite strategy to replay failed attempts as successes based on the constraints that have been satisfied in hindsight.”

“Liquid AI has introduced LFM2-2.6B-Exp, an experimental checkpoint of its LFM2-2.6B language model that is trained with pure reinforcement learning on top of the existing LFM2 stack.”

“Instruction-following capabilities improve substantially (+46% to +75% in IFEval for Llama-3.2-1B and 3B models).”

“It sometimes silently rewrites large portions of the document without telling me- removing or altering entire sections that had been previously finalized and approved in an earlier version- and I only discover it later.”

“OxygenREC leverages Fast-Slow Thinking to deliver deep reasoning with strict latency and multi-scenario requirements of real-world environments.”

“The paper introduces Interactive Instance Object Navigation (IION) and the Vision Language-Language Navigation (VL-LN) benchmark.”

“LFM2-2.6B-Exp is an experimental checkpoint built on LFM2-2.6B using pure reinforcement learning.”

“LookPlanGraph leverages VLM graph augmentation.”

“The context hints at research on visually-grounded instruction policies, suggesting the core focus of the paper is bridging language and visual understanding in AI.”

“CIFE is a benchmark for evaluating code instruction-following.”

“The research is based on a paper from ArXiv, suggesting a pre-print or early stage research.”

“Flux.2 and Qwen Image are image generation models with different strengths, and it is important to use them properly according to the application.”

“The article's focus is on the reliability of language models when used for instruction following.”

“”

“PACIFIC is a framework for generating benchmarks to check Precise Automatically Checked Instruction Following In Code.”

“The article is based on a paper published on ArXiv.”

“The paper is published on ArXiv.”

“The research focuses on DoLA adaptations for the T5 Seq2Seq model.”

“The paper focuses on evaluating instruction-following under data compression.”

“”

“The article is sourced from ArXiv, suggesting it's a research paper.”

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“The research focuses on mitigating indirect prompt injection, a significant vulnerability.”

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“Instruction-following can override disclosure.”

“TOD-ProcBench benchmarks complex instruction-following in Task-Oriented Dialogues.”

“ConInstruct evaluates Large Language Models on their ability to detect and resolve conflicts within instructions.”

“Instruction Fine-Tuning (IFT) emerged to address a fundamental gap in Large Language Models (LLMs): aligning next-token prediction with tasks that demand clear, specific instructions.”

“N/A (No direct quote in the provided text)”

“Introducing GPT-4.1 in the API—a new family of models with across-the-board improvements, including major gains in coding, instruction following, and long-context understanding. We’re also releasing our first nano model. Available to developers worldwide starting today.”

“No direct quote available from the provided text.”

“”

“Large language model (LLM) advancements have led to a new paradigm that unifies various natural language processing (NLP) tasks within an instruction-following framework.”

“The article likely details the steps involved in using DPO to improve Llama 2's performance.”

“”