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Large Language Models (LLMs) are rapidly changing the software development landscape, impacting roles from junior developers to seasoned architects. Insights from the Thoughtworks Future of Software Development Retreat reveal how LLMs are prompting a re-evaluation of developer responsibilities, team structures, and the very nature of cognitive workload in the age of AI.
This week's 'Hard Fork' podcast dives into the anxieties surrounding AI-driven job displacement sparked by Matt Shumer's viral essay, explores how AI is revolutionizing (or perhaps homogenizing) the romance novel industry, and highlights positive tech advancements. Hosts Kevin Roose and Casey Newton navigate the complex landscape of AI's impact on the economy and creative fields, offering both cautionary tales and glimpses of technological progress.
JDoodle.ai has launched MCP, a groundbreaking platform that allows developers to build and deploy web applications directly from AI chatbot interfaces like ChatGPT and Claude. This innovative approach promises to significantly accelerate the development lifecycle and democratize access to web app creation. The platform is currently generating buzz on Product Hunt.
A new preprint shows GPT-5.2 proposing a new formula for a gluon amplitude, later formally proved and verified by OpenAI and academic collaborators.
The Iranian government is escalating its use of digital surveillance to suppress dissent, employing tactics such as location tracking, facial recognition, and communication blackouts to identify and target protesters. Human rights groups and researchers warn that this sophisticated surveillance infrastructure poses a significant threat to civil liberties and freedom of expression within the country. These efforts come in response to recent anti-government demonstrations.
OpenAI is rolling out new security features for ChatGPT, aimed at protecting organizations from sophisticated prompt injection attacks and AI-powered data exfiltration. Lockdown Mode and Elevated Risk labels provide crucial safeguards against emerging threats that exploit large language models (LLMs). This proactive approach aims to ensure the responsible and secure use of AI in enterprise settings.
OpenAI has engineered a sophisticated access management system that blends rate limits, granular usage tracking, and credit allocation to ensure continuous availability of its high-demand AI models, including Sora and Codex. This architecture is crucial for democratizing access while preventing resource exhaustion and maintaining service quality. The innovative system provides a blueprint for managing access to computationally expensive AI tools.
OpenAI has unveiled GABRIEL, a groundbreaking open-source toolkit designed to transform qualitative data, like text and images, into quantifiable insights for social scientists. By leveraging the power of GPT models, GABRIEL promises to unlock new possibilities for large-scale research and analysis in the field.
OpenAI’s Sherwin Wu on why the productivity gap is widening, how his engineers now manage 10-20 parallel agents, and why you need to build for where models are heading
An interview with me by John Collison on the Cheeky Pint podcast about AI, ads, and the history of Stratechery.
HookWatch emerges as a dedicated webhook monitoring solution tailored for indie hackers and small teams. This new tool promises to streamline the process of ensuring webhook reliability, providing crucial insights into delivery status and potential failures. Is this the key to hassle-free integrations?
A new era of coding assistance is dawning! GPT-5.3-Codex-Spark, a real-time coding model boasting 15x faster generation speeds and a massive 128k context window, has landed in research preview for ChatGPT Pro subscribers. This breakthrough promises to transform the development workflow, offering unprecedented speed and understanding for complex coding tasks.
A software engineer recently pitted Anthropic's Claude Opus 4.6 against OpenAI's GPT-5.3 Codex in a real-world coding challenge, dramatically accelerating their workflow. The results highlight the strengths and weaknesses of each AI model, revealing how they can be strategically combined to revolutionize software development. This experiment provides valuable insights into the future of AI-assisted programming.
Spotify's unique position as a content network allows it to harness the power of AI for continued growth and innovation. With a strong business model in place, the platform is poised to further personalize user experiences and optimize content delivery through sophisticated AI algorithms. This approach strengthens Spotify's competitive edge in the ever-evolving music streaming landscape.
The rise of AI agents is upon us, and a critical factor in their success is how effectively we can 'harness' the power of large language models (LLMs) like Codex. A new approach, termed 'harness engineering,' focuses on optimizing prompts and environments to unlock the full potential of these models, leading to more robust and capable AI agents. This could redefine software development and automation as we know it.
A weekly ritual to help you understand and design trustworthy AI products for a messy world
Ben Thompson's Stratechery points to Amazon's escalating capital expenditure (CapEx) as a cause for concern, even while acknowledging its potential rationale. This analysis, typically reserved for Stratechery Plus subscribers, hints at a deeper dive into the company's strategic investments, particularly in areas like artificial intelligence and infrastructure.
A weekly ritual to help you understand and design trustworthy AI products for a messy world
A recent open space gathering explored the profound impact of Large Language Models (LLMs) on software development, raising critical questions about developer knowledge, the future of source code, and the evolving landscape of open source contributions. Discussions centered on the potential for "cognitive debt" as LLMs take over coding tasks, and whether traditional source code will even exist in a world increasingly driven by AI-generated prompts.
An engineer at Tenex has revolutionized his front-end coding workflow by leveraging AI to handle over 90% of the tasks. In a recent episode of the 'How I AI' podcast, CJ Hess details his innovative approach, including a custom tool called Flowy and a unique model-vs-model code review process using Claude and Codex.
Software engineer CJ Hess from Tenex is revolutionizing AI-assisted development with custom tools built around Claude Code. In a recent podcast, Hess showcased Flowy, a tool that transforms ASCII diagrams into interactive visual mockups, and detailed his innovative model-to-model code review process, highlighting the future of AI's role in software development.
Google's latest earnings report reveals a significant surge in capital expenditures, exceeding analyst expectations. This aggressive investment strategy underscores the company's commitment to expanding its cloud infrastructure and advancing its capabilities in artificial intelligence, particularly large language models (LLMs). The increased spending is justified by the company's solid performance and future growth prospects.
OpenAI has initiated testing of advertisements within ChatGPT, signaling a potential shift in the AI landscape. This move aims to support the continued availability of the free version of the popular AI tool, but promises clear labeling, ad independence from answers, robust privacy safeguards, and user control over the advertising experience.
The Department of Defense is taking a leap into the future of artificial intelligence with the deployment of a customized ChatGPT instance on its GenAI.mil platform. This secure and safety-conscious AI tool, developed in partnership with OpenAI for Government, aims to revolutionize defense operations and enhance decision-making capabilities within U.S. defense teams.