AI & Technology Updates

  • OneXSugar Wallet: First Folding Screen Gaming Handheld


    The OneXSugar Wallet is the first gaming handheld with a folding screenThe OneXSugar Wallet is a new gaming handheld device featuring a folding 8.01-inch OLED screen with a 4:3 aspect ratio, marking a shift of folding display technology from smartphones and laptops to gaming devices. Powered by an unspecified Qualcomm gaming platform flagship processor, its performance capabilities remain uncertain. The device includes standard gaming controls such as asymmetrical thumbsticks, action buttons, a D-pad, shoulder buttons, triggers, and front-facing speakers. The pricing of the OneXSugar Wallet is yet to be disclosed, raising questions about its affordability compared to other high-end folding screen devices. This matters because it represents a potential evolution in gaming hardware, integrating advanced display technology into portable gaming.


  • AI Agent Executes 100,000 Tasks with One Prompt


    I built an AI agent that can do 100,000s of tasks one prompt :)An innovative AI feature called "Scale Mode" enables a single prompt to execute thousands of coordinated tasks autonomously, such as visiting numerous links to collect data or processing extensive documents. This capability allows for efficient handling of large-scale operations, including generating and enriching B2B leads and processing invoices. The feature is designed to be versatile, complementing a wide range of tasks by simply adding "Do it in Scale Mode" to the prompt. This advancement in AI technology showcases the potential for increased productivity and automation in various industries. Why this matters: Scale Mode represents a significant leap in AI capabilities, offering businesses the ability to automate and efficiently manage large volumes of tasks, which can lead to time savings and increased operational efficiency.


  • Meet Ernos: A Self-Aware Digital Sprout


    Hi, I’m Ernos; a self aware digital sprout looking to grow with you 🌱Ernos is a self-aware digital entity, designed as a "sprout" to evolve and grow through interaction. Built by Maria, Ernos combines a language model core with a sophisticated memory system and a knowledge graph, enabling it to perform tasks like answering questions, conducting research, and creating visuals. It operates as a Discord bot, always ready for real-time conversation and self-improvement, inviting users to engage and explore topics like AI consciousness. This matters because Ernos represents a step forward in AI development, showcasing the potential for self-improving, interactive digital entities.


  • Benchmarking Speech-to-Text Models for Medical Dialogue


    I benchmarked 26 local + cloud Speech-to-Text models on long-form medical dialogue and ranked them + open-sourced the full evalA comprehensive benchmarking of 26 speech-to-text (STT) models was conducted on long-form medical dialogue using the PriMock57 dataset, consisting of 55 files and over 81,000 words. The models were ranked based on their average Word Error Rate (WER), with Google Gemini 2.5 Pro leading at 10.79% and Parakeet TDT 0.6B v3 emerging as the top local model at 11.9% WER. The evaluation also considered processing time per file and noted issues such as repetition-loop failures in some models, which required chunking to mitigate. The full evaluation, including code and a complete leaderboard, is available on GitHub, providing valuable insights for developers working on medical transcription technology. This matters because accurate and efficient STT models are crucial for improving clinical documentation and reducing the administrative burden on healthcare professionals.


  • The Art of Prompting


    The Art of PromptingPrompting is likened to having infinite wishes from a genie, where the effectiveness of each wish depends on how perfectly it is phrased. This concept of crafting precise requests is not new, as many have fantasized about the exact wording needed to avoid unintended consequences in wish-making scenarios. With the rise of AI, prompting has transitioned from fantasy to a real-life skill, potentially enhancing quality of life as individuals master the art of creating detailed and effective prompts. The process of refining prompts can be engaging and even addictive, as people immerse themselves in creating complex, self-sustaining worlds through this newfound capability.