“I was surprised by how usable TQ1_0 turned out to be. In most chat or image‑analysis scenarios it actually feels better than the Qwen3‑VL 30 B model quantised to Q8.”

“The author's first impression of the Model Context Protocol (MCP) was that it was a 'very well-made connection standard.'”

“CLAUDE.md is a mechanism for providing the necessary knowledge (context) for Claude Code to work.”

“On a novel in-house dataset, our approach achieves 38% and 150% improvement in the evaluation metric over manually crafted and unplanned workflows respectively.”

“ORBITFLOW improves SLO attainment for TPOT and TBT by up to 66% and 48%, respectively, while reducing the 95th percentile latency by 38% and achieving up to 3.3x higher throughput compared to existing offloading methods.”

“By leveraging skills, developers can efficiently handle large datasets.”

“Claude knows its dumb and will admit its faults and come to you and work with you”

“The commentary has [...]”

“Newelle, AI assistant for Linux, has been updated to 1.2!”

“Few qn's he answered,that's in comment👇”

“The article aims to deepen understanding by implementing algorithms not directly included in the referenced book.”

“The article's key takeaway is the discussion of adding human intention to AI data.”

“"Well Sam says the poors (free tier) will be shoved with contextual adds"”

“The goal was to evaluate whether large language models can determine causal and logical consistency between a proposed character backstory and an entire novel (~100k words), rather than relying on local plausibility.”

“The PreCompact hook automatically backs up your context before compression occurs.”

“The article focuses on how the author collaborated with Gemini 3.0 Pro during the development process.”

“OpenAI is launching a new, lower-priced "Go" plan for ChatGPT globally, including Japan.”

“"Cowork is designed to make using Claude for new work as simple as possible. You don’t need to keep manually providing context or converting Claude’s outputs into the right format," the company said.”

“Nvidia’s inference context memory storage initiative will drive greater demand for storage to support higher quality and more efficient AI inference experience.”

“OpenAI expects to generate "low billions" of dollars from advertising in 2026, FT reported, and more in subsequent years.”

“File reads cast spells. Tool calls fire projectiles. Errors spawn enemies that hit Clawd (he recovers! don't worry!), subagents spawn mini clawds.”

“Google introduced Gemini Personal Intelligence, an opt-in feature that lets Gemini reason across Gmail, Photos, YouTube history, and Search with privacy-focused controls.”

“Claude Code v2.1.9 focuses on context efficiency and long session stability.”

“Results reveal varied performance across research domains, with high-performing workflows maintaining feasibility without sacrificing creativity.”

“No specific quote provided in the context.”

“Instead of preloading every single tool definition at session start, it searches on-demand.”

“As context lengths move into tens and hundreds of thousands of tokens, the key value cache in transformer decoders becomes a primary deployment bottleneck.”

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

“Unsloth now enables 7x longer context lengths (up to 12x) for Reinforcement Learning!”

“The article only provides a link to the original source, making it impossible to extract a quote.”

“Context Caching can slash input costs by up to 90%!”

“Most interestingly, ChatGPT Translate can rewrite the output to take various contexts and tones into account, much in the same way that more general text-generating AI tools can do.”

“agent-browser is a browser operation CLI for AI agents, developed by Vercel.”

“One-tap rewrites kick you into ChatGPT to polish tone, while big Google-style features are still missing.”

“From a basic capability standpoint, ChatGPT Translate already possesses most of the features that mainstream online translation services should have.”

“AI that cannot correctly retain project specifications and context...”

“Prompt done my ChatGPT”

“Claude Desktop and other AI agents use MCP (Model Context Protocol) to connect with external services.”

“Yesterday's solved errors need to be researched again from scratch.”

“LLMs learn to predict the next word from a large amount of data.”

“While a specific quote isn't available in the provided context, the implication is that this model, named GLM-Image, leverages Huawei's hardware, offering a glimpse into the progress of China's domestic AI infrastructure.”

““Overall, our empirical observations strongly indicate that TTT-E2E should produce the same trend as full attention for scaling with training compute in large-budget production runs.””

“Unfortunately, no direct quote is available from the provided context. The article references a Reddit post, not an official announcement.”

“You send a URL and an intent; we handle the rendering and return clean, structured data for the LLM.”

“Claude Code is a valuable tool, but its automatic compacting can disrupt workflows. The article aims to solve this by warning users before the context window exceeds the threshold.”

“The new Slackbot integrates AI agent functionality, understanding user context from Slack history and accessible data, and functioning as an intelligent personal assistant.”

“What is prompts could become environments.”

“Seeded topic modeling, integration with LLMs, and training on summarized data are the fresh parts of the NLP toolkit.”

“The article mentions utilizing Gemini 2.5 Flash's '1 million token' context window.”

“The author notes that evaluations of tools and LLMs often differ significantly between users, emphasizing the influence of individual prompting styles, technical expertise, and project scope.”