The article discusses the paradigm shift in prompt engineering with the introduction of GPT-5, which emphasizes precise instruction following over the previous 'vibe-driven' approach. It highlights how GPT-5's reasoning capabiliti...
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In this week's analysis, Andrej Karpathy discusses the current state and future of AI agents, emphasizing that we are at the beginning of a productive era rather than at the end. He critiques the limitations of Reinforcement Learn...
The article discusses the concept of Structured Agentic Software Engineering (SASE), emphasizing the need for a balance between structure and speed in agentic software development. It introduces new artifacts like BriefingScript, ...
Banning OpenClaw in organizations stifles essential learning and skill development in managing AI agents, while inconsistent policies fail to address broader security concerns.
The report from ThoughtWorks introduces the 'middle loop' concept in software engineering, emphasizing the need for supervisory roles in AI-assisted coding and the management of cognitive debt.
Integrating AI agents into software engineering requires understanding feedback loops, fostering a supportive culture, and adapting workflows to maximize productivity and collaboration.
AI agents are transitioning from coding assistants to autonomous entities, necessitating a new factory model for orchestration and infrastructure to enhance productivity and accuracy.
The article discusses the proliferation of low-quality content ('slop') on the internet due to AI, emphasizing that 90% of all content has historically been subpar. It highlights the role of AI in both amplifying this issue and pr...
The article discusses the integration of AI agents, particularly using XR technology, in laboratory settings to enhance genetic experiments and immunotherapy research. It highlights the shift from traditional digital roles of AI t...
The article discusses the implications of semi-open AI models achieving frontier-level performance on consumer-grade GPUs, particularly the NVIDIA RTX 5090. It highlights the potential for local execution of advanced models, the i...
The article discusses the challenges faced in implementing AI models in practical settings, particularly in oncology. It highlights that while AI models may achieve high accuracy metrics, the real obstacles lie in organizational p...
The article discusses the fluid nature of AI, emphasizing that it should be viewed as a resource that can be adjusted rather than a fixed entity. It highlights the importance of measuring and managing AI capabilities through itera...
The article discusses the evolution of AI agents, reflecting on Steve Jobs' vision of computers as 'agents' from 1984. It emphasizes the shift from AI's writing capabilities to its reading abilities, highlighting the importance of...
The post argues that iteration is the key to effective AI collaboration in software development, reshaping roles and processes while emphasizing the need for honest feedback.
OpenClaw exemplifies the potential and risks of personal AI agents, showcasing their capabilities while stressing the importance of responsible integration and security.
Simon Willison's informal benchmark of generating an SVG of a pelican riding a bicycle is explored through an experiment where models iterate on their outputs using self-correction. The author tests six multimodal models, allowing...
The post discusses how to integrate Claude Skills into Codex by creating a small enumerator script. It explains the structure of Claude Skills, which are vendor-agnostic and consist of a SKILL.md file with YAML front-matter. The a...
The article discusses the complexities of fetching URLs within AI agents, particularly focusing on the differences between Codex and Claude Code. It highlights the limitations of Codex's web-fetching capabilities, especially regar...
The article critiques the reliance on static use-case classifications for generative AI (GenAI) versus non-generative AI, arguing that such frameworks hinder companies from exploring the potential of GenAI. It emphasizes the need ...
The blog post discusses the iterative improvements made to the design of a pelican on a bicycle, specifically focusing on the transition from version 1 to version 6 of the design. The author highlights various issues in each versi...
The post discusses the iterative design process of an illustration titled 'Agentic Pelican on a Bicycle' using the Gemini 3 Pro tool. It details the progression through ten versions, highlighting improvements in design elements su...