“AI agents are moving from novelty to necessity.”

“Details of the strategy are in the interview.”

“Brands must build entertainment fields, creating loyalty and gravity beyond transactions.”

“The article highlights the release of GPT-5.2-Codex in popular AI development tools.”

“I like that claude has a permissions system in place but dang, this is getting insane with a few dozen sub-agents running.”

“Before dismissing it as just another AI agent, let's explore GitLab's latest AI features.”

“I can see clear utility for open-ended web searching tasks (e.g. deep research, where the user validates everything)”

“If you keep doing the same thing repeatedly, the plugin notices and offers to automate it.”

“Witness AI detects employee use of unapproved tools, blocking attacks, and ensuring compliance.”

“My agents are working. Are yours?”

“As I walked into the hills at dawn I knew that there was a synthetic mind […]”

“I feel that the mass of code that actually runs the economy is remarkably untouched by AI coding agents.”

“The article highlights the students' frustration with the lengthy process of choosing a mouse, demonstrating the problem the AI solves.”

“The article is not yet available to pull specific quotes from.”

“This article highlights DeepWisdom's efforts to support solo entrepreneurs.”

“Anthropic quietly released Claude Code as a secondary announcement alongside Claude 3.7 Sonnet, hinting at its potentially huge impact.”

“The article highlights the shift towards 'practicality, efficiency, and agents' in the LLM landscape.”

“The article's introduction showcases the company's success and the team's achievement.”

“The article discusses the team's approach to the competition.”

“AI is no longer an assistant!”

“AI isn't meant to replace human decisions, but to help them be implemented more effectively.”

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

“According to reports, 'Hydrogen Ion' prioritizes a 'low-hallucination, high-evidence' core capability, with all answers sourced from authoritative references and supporting one-click traceability.”

“The goal is to develop a product a week using generative AI.”

“These findings challenge the assumption of faithful style control in LLMs and highlight the need for multi-objective and more principled approaches to safe, targeted stylistic steering in conversational agents.”

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

“Empirical experiments demonstrate that CTHA is effective for complex task execution at scale, offering 47% reduction in failure cascades, 2.3x improvement in sample efficiency, and superior scalability compared to unconstrained hierarchical baselines.”

“Overall, using LLM revisions with RAG increases the predicted success rate for weaker requests by 14% without degrading performance on stronger requests.”

“For single-turn evaluation, the chatbot achieved mean scores of 4.83 for relevance, 4.89 for routing, 4.50 for reference quality, 4.90 for correctness, and 4.88 for professional identity (overall 4.80).”

“Building "tiny AI functions" allows for their future reuse as Tools within AI Agents.”

“N/A (No direct quote available in the content)”

“Skills are like manuals (instructions for the AI to follow). Subagents are like specialists (separate AIs to handle specific tasks).”

“The general idea is to view agent action and perception as part of the same discrete data stream, and model intelligence as compression of sub-segments of this stream into independent "mechanisms" (patterns of action-perception) which can be used for prediction/action and potentially recombined into more general frameworks as the agent learns.”

“AI办事，不用翻窗。”

“In his view, content social platforms are the biggest external variable for ToC enterprises—over 85% of Gen Z's consumer decisions are made here.”

“This repository showcases the winning strategies and code used in the Anthropic hackathon.”

“Learn how to build a secure payment system using Clojure/Biffweb and Stripe with REPL-driven development.”

“By 2026, over 80% of companies are predicted to deploy generative AI applications.”

“The commentary has [...]”

“The article explains how to build a robust and productive development environment by utilizing Sub-agents and Skills.”

“This article explores the core functionalities of Claude Code: 'Sub-agents' and 'Skills.'”

“The team focused on housekeeping this past month (closing almost 6k issues!) and feature u……”

“Skills are installed with a command that feels similar to npm...”

“"Two-day tasks finishing in two hours?" The future is here!”

“The article highlights an instance of 12,000 lines of refactoring using 10 Claude instances running in parallel.”

“The project is experimental and not production ready but demonstrates how far autonomous coding agents can scale when run continuously.”

“Gartner predicts that by the end of 2026, 40% of enterprise applications will incorporate AI agents.”

“The visualization shows agents coordinating and evolving the codebase in real time.”

“This article leverages publicly available information to provide a vision of the future.”

“This article explains not only how to use each feature, but also 'why that feature exists' and 'what problems it solves'.”