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STE-Code, a documentation standard adapted from ASD-STE100 Issue 9, achieves a 96.6% pass rate on 59 documentation tests, compared to 11.9% for a plain assistant, a +84.7% improvement. The standard provides 51 writing ru…
Outcome-based pricing for AI agents is a distributed systems problem requiring a data model built on events, outcomes, and billable conditions, according to a technical guide by George Kats. The guide warns against commo…
NeatContext, a new tool, addresses the flaw in AI memory databases by storing team knowledge as plain Markdown files that go through the standard git pull request review process, ensuring every fact is human-approved bef…
A field guide to LLM-as-a-judge reveals that five novel proposals for improving the technique were all refuted by prior art published within the last twelve weeks, according to a research synthesis conducted by the autho…
AI development is shifting from prompt engineering to loop engineering, where AI agents autonomously iterate and coordinate without human intervention. This transition transforms corporate governance, as loops create beh…
Bending Spoons acquired Airtable for $1.28 billion, marking a turning point for no-code platforms as LLM loops with tool use make traditional no-code tools less relevant. The author, a former Airtable employee, argues th…
A 3D printing company can use AI without becoming a software company by implementing the Model Context Protocol (MCP) to connect an AI assistant to its own production knowledge, calculations, and internal systems, accord…
This article provides a curated list of computer science resources, including books and PDFs, covering topics from basic computer hardware and software principles to advanced subjects like compilers, operating systems, a…
PyTorch 2.11.0's Python-facing layer is a 49 KB stub that loads 235 MB of compiled C++ code, with libtorch_cpu.dylib at 206.5 MB and libtorch_python.dylib at 28.5 MB, according to a technical blog series by Khalil Li tha…
Apptronik opened a 90,000-square-foot Robot Park in Austin where its Apollo humanoid robots practice warehouse tasks, with most sessions still guided by human operators. The facility, described as a data factory, generat…
RunMat, a Rust runtime and compiler for MATLAB-family code, uses a staged compiler pipeline to resolve semantic ambiguities in MATLAB's context-dependent syntax, enabling correct execution of real-world engineering progr…
SillyTavern, a free and open-source user interface for interacting with large language models, image generation engines, and TTS voice models, now supports over a dozen LLM APIs including OpenAI, Claude, and Mistral. The…
A developer building Autowired.ai, an AI document extraction SaaS, uses all three AWS services—SQS, EventBridge, and Step Functions—in the same processing pipeline rather than relying on a single tool. The engineer found…
Digital advertising faces a growing risk from autonomous AI systems making commercial decisions without clear ownership, governance or accountability, according to industry experts. While AI will reduce many small operat…
A small group of AI leaders—including Dario Amodei, Sam Altman, Mustafa Suleyman, and Elon Musk—warns of mass job displacement from AI while promising abundance and redistribution, but critics argue this concentrates pow…
In a speech to the Professional Negligence Bar Association, Master of the Rolls Sir Geoffrey Vos warned that professionals, including lawyers and doctors, could face negligence liability both for using AI incorrectly and…
A developer demonstrates that AI agents lose user preferences between sessions unless memory is stored outside the conversation, and builds a key-value memory system that persists across restarts using local disk or Amaz…
Researchers from an undisclosed institution have developed a method to transform a trained deep reinforcement learning policy into an executable Prolog logic program that is readable, runnable, and editable, achieving ex…
Mirrorframe is a new open-source tool that clones live web pages into verified, self-contained React apps by capturing the DOM with a headless browser, distilling a design genome, and reconstructing it deterministically …
DevMesh, an AI code review agent that runs entirely on-device on a Snapdragon X Elite NPU, finished as a top-8 finalist and runner-up among 50 teams at the Snapdragon Multiverse Hackathon. Built by Hardik, Vatsal, and Dh…