https://ryza.si/ Discover the best personal AI tools for writing, notes, meetings, email, scheduling, image and voice. Honest descriptions, real links, always current. en Tue, 06 Oct 2026 07:17:07 +0000 https://ryza.si/guides/wispr-flow-alternatives The best Wispr Flow alternatives in 2026: free, offline, open-source, Windows and Android options, with verified prices, privacy notes and who each one suits. Best of Tue, 06 Oct 2026 12:00:00 +0000 https://ryza.si/guides/wispr-flow-alternatives https://ryza.si/guides/wispr-flow-vs-superwhisper Wispr Flow vs Superwhisper in 2026: cloud vs on-device processing, free plan limits, pricing, platforms and custom modes, plus which AI dictation app suits you. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/wispr-flow-vs-superwhisper https://ryza.si/guides/speechify-vs-elevenreader Speechify vs ElevenReader in 2026: free plan limits, voices, speed, file support, audiobooks and price, plus which AI text-to-speech reader suits you best. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/speechify-vs-elevenreader https://ryza.si/guides/raycast-vs-alfred Raycast vs Alfred in 2026: free features, AI, one-time Powerpack vs Pro subscription, Windows and iOS support, and whether macOS Spotlight is now good enough. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/raycast-vs-alfred https://ryza.si/guides/motion-vs-reclaim Motion vs Reclaim in 2026: how each AI calendar schedules your week, free plans and pricing, integrations, and a simple test to see which one fits your work. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/motion-vs-reclaim https://ryza.si/guides/notebooklm-gemini-notebook-study-guide NotebookLM is now Gemini Notebook. Learn how to use it for studying in 2026: set up one notebook per class, then build flashcards, quizzes and audio reviews. How-to Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/notebooklm-gemini-notebook-study-guide https://ryza.si/guides/granola-vs-otter Granola vs Otter compared for 2026: bot-free capture, free plan limits, pricing, transcripts, lectures and privacy, with a clear pick for each type of user. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/granola-vs-otter https://ryza.si/guides/grammarly-vs-quillbot Grammarly vs QuillBot in 2026: free plans, pricing, grammar checking vs paraphrasing, the Superhuman rebrand, and which tool suits students or professionals. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/grammarly-vs-quillbot https://ryza.si/guides/best-read-it-later-app The best read it later app after Pocket shut down: Instapaper, Readwise Reader, Matter, Raindrop.io and wallabag compared on price, AI, highlights and apps. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/best-read-it-later-app https://ryza.si/guides/clockwise-alternatives Clockwise shut down on March 27, 2026. Compare the best Clockwise alternatives, including Reclaim, Motion, Sunsama, Akiflow and free built-in calendar options. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/clockwise-alternatives https://ryza.si/guides/best-ai-tools-for-students The best AI tools for students in 2026, sorted by task: readings, lecture notes, writing, planning and slides, with free plans and verified student discounts. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/best-ai-tools-for-students https://ryza.si/guides/best-ai-note-taking-app The best AI note-taking app depends on where your notes live. Compare Notion AI, Mem, Capacities, Heptabase, Tana and Reflect on AI, free plans and price. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/best-ai-note-taking-app https://ryza.si/guides/best-ai-meeting-note-taker Granola, Otter, Fathom, Fireflies, Read AI and tl;dv compared on capture method, free plan limits and price, so you can pick the right AI meeting note taker. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/best-ai-meeting-note-taker https://ryza.si/guides/best-ai-email-assistant Find the best AI email assistant for Gmail or Outlook. We compare Gemini, Copilot, Superhuman, Shortwave, Spark and SaneBox on price, features and fit. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/best-ai-email-assistant https://ryza.si/guides/best-ai-browser The best AI browser in 2026 compared: Comet, Dia, Gemini in Chrome and Copilot in Edge on price, platforms and safety, plus what replaced ChatGPT Atlas. Best of Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/best-ai-browser https://ryza.si/guides/ai-note-taker-device Which AI note taker device is worth buying? Plaud Note Pro, Pocket and Comu Note Pro compared on price, free transcription, battery and phone call recording. Comparisons Mon, 05 Oct 2026 12:00:00 +0000 https://ryza.si/guides/ai-note-taker-device https://www.niemanlab.org/2026/10/chatgpt-is-adding-real-cartoonists-signatures-to-fake-new-yorker-cartoons/ [Hacker News] 392 points · 286 comments Hacker News Mon, 05 Oct 2026 22:46:45 +0000 ryza.si:hn-49971846 https://www.npr.org/2026/10/05/nx-s1-5977852/ai-chatbots-midterm-election [Hacker News] 51 points · 79 comments Hacker News Mon, 05 Oct 2026 15:06:27 +0000 ryza.si:hn-49965833 https://arxiv.org/abs/2610.02679v1 [arXiv] Data journalism, the practice of using data analysis to surface newsworthy stories, depends increasingly on the ability of reporters and investigative journalists to uncover trends, disparities, and accountability narratives. In practice, exploring large structured datasets remai… arXiv Fri, 02 Oct 2026 02:00:28 +0000 ryza.si:arxiv-2610.02679v1 https://chatgpt.com/features/sites/ [Hacker News] 350 points · 341 comments Hacker News Thu, 01 Oct 2026 22:22:21 +0000 ryza.si:hn-49927747 https://arxiv.org/abs/2610.02369v1 [arXiv] Human-computer interaction (HCI) is in the middle of a transition: large language models can now generate functional user interfaces (UIs) on demand from natural-language task descriptions. A user explains what they are trying to accomplish, and the system materializes a working … arXiv Thu, 01 Oct 2026 18:45:43 +0000 ryza.si:arxiv-2610.02369v1 https://terminalemail.com/ [Hacker News] 13 points · 3 comments Hacker News Thu, 01 Oct 2026 18:38:57 +0000 ryza.si:hn-49925421 https://arxiv.org/abs/2610.01518v1 [arXiv] Generative AI can support writing, but frictionless access may cause cognitive offloading before users develop their own ideas. We introduce Engage-to-Unlock, a productive-friction mechanism that unlocks generative capabilities after users meaningfully engage with the task. In a … arXiv Thu, 01 Oct 2026 11:51:56 +0000 ryza.si:arxiv-2610.01518v1 https://arxiv.org/abs/2610.01174v1 [arXiv] This research WIP paper presents DBWorkout, a web-based platform that supports formative SQL learning through sandbox-based execution, automated result-based feedback, and session-based gamification. Learning Structured Query Language (SQL) remains challenging for undergraduate s… arXiv Thu, 01 Oct 2026 06:47:24 +0000 ryza.si:arxiv-2610.01174v1 https://arxiv.org/abs/2610.01158v1 [arXiv] This research full paper examines how undergraduate students use large language models (LLMs) across computer science subfields. As LLMs become increasingly integrated into computing education, understanding how their use varies across technical and pedagogical contexts is essent… arXiv Thu, 01 Oct 2026 06:38:16 +0000 ryza.si:arxiv-2610.01158v1 https://arxiv.org/abs/2610.00760v1 [arXiv] Large language models are increasingly used as collaborators on deductive-reasoning tasks, but their outputs can hallucinate or pull users away from intended reasoning. Formal proof assistants provide machine-checked verification, but have a steep learning curve and require more … arXiv Wed, 30 Sep 2026 21:56:50 +0000 ryza.si:arxiv-2610.00760v1 https://arxiv.org/abs/2609.38737v1 [arXiv] Desk-based learning and creative activities benefit from handwritten engagement. However, current generative AI tools deliver guidance through a separate screen, creating a gap between where users think and where assistance appears. To address this, in this work we design AIfred,… arXiv Wed, 30 Sep 2026 01:20:13 +0000 ryza.si:arxiv-2609.38737v1 https://arxiv.org/abs/2609.38563v1 [arXiv] Online knowledge communities rely on a division of epistemic labor between users who seek information and those who produce it. Generative AI may blur these roles, but how it reallocates knowledge-seeking and knowledge-producing activities and reshapes the nature and returns of p… arXiv Tue, 29 Sep 2026 21:23:10 +0000 ryza.si:arxiv-2609.38563v1 https://help.openai.com/en/articles/9793128-about-chatgpt-pro-tiers [Hacker News] 219 points · 269 comments Hacker News Tue, 29 Sep 2026 17:26:27 +0000 ryza.si:hn-49896975 https://arxiv.org/abs/2609.38029v1 [arXiv] Generative AI (GenAI) tools entered higher education classrooms faster than the field was able to study their effects on learning. One concern is that GenAI may displace the critical thinking and AI literacy that students will need after graduation. This paper reports a Design-Ba… arXiv Tue, 29 Sep 2026 17:08:08 +0000 ryza.si:arxiv-2609.38029v1 https://arxiv.org/abs/2609.38279v1 [arXiv] Public understanding of how people use LLM-based conversational AI assistants comes primarily from aggregate platform reports by OpenAI and Anthropic, which apply fixed taxonomies and inferred demographics to hundreds of millions of users and release only summary statistics that … arXiv Tue, 29 Sep 2026 15:51:26 +0000 ryza.si:arxiv-2609.38279v1 https://arxiv.org/abs/2609.37645v1 [arXiv] Generative AI (GenAI) is changing software development workflows and how developers work. Industry evaluations of GenAI adoption often monitor productivity gains, usage, and output quality, but limited attention is paid to the interaction experience and cognitive load of the actu… arXiv Tue, 29 Sep 2026 14:12:56 +0000 ryza.si:arxiv-2609.37645v1 https://arxiv.org/abs/2609.34997v1 [arXiv] Generative AI (GenAI) is increasingly embedded in software engineering education, supporting activities such as requirements development, design exploration, documentation, and prototyping. However, educators often have visibility only into final artefacts, with limited insight i… arXiv Mon, 28 Sep 2026 12:04:55 +0000 ryza.si:arxiv-2609.34997v1 https://arxiv.org/abs/2609.33950v1 [arXiv] As AI becomes part of how books are authored, reader response to suspected AI authorship grows more consequential, yet remains unexamined. We analyze 863 low-star reviews of 78 Amazon bestsellers across 8 categories at three levels of proximity to AI. Suspicion concentrates in Ge… arXiv Sun, 27 Sep 2026 21:45:11 +0000 ryza.si:arxiv-2609.33950v1 https://arxiv.org/abs/2609.33040v1 [arXiv] Reliability in medical Q&A is often pursued by grounding responses in authoritative medical information. We show that when Q&A is embedded within ongoing care, reliability depends on more than what the system knows medically. In a study with 73 skin cancer patients practicing pos… arXiv Sun, 27 Sep 2026 00:14:09 +0000 ryza.si:arxiv-2609.33040v1 https://arxiv.org/abs/2609.30699v1 [arXiv] Large language models (LLMs) have become fixtures of academic work even as their users describe them as degrading their writing, thinking, and skills. Dominant adoption frameworks read continued use as evidence of satisfaction, and cannot explain continued use of a distrusted too… arXiv Fri, 25 Sep 2026 02:13:25 +0000 ryza.si:arxiv-2609.30699v1 https://arxiv.org/abs/2609.30588v1 [arXiv] As researchers tackle interdisciplinary problems, they face the need to deepen expertise in primary areas while rapidly acquiring knowledge in secondary domains. Generative AI (GenAI) is increasingly positioned to meet this need, from general-purpose chat assistants to Deep Resea… arXiv Thu, 24 Sep 2026 22:01:25 +0000 ryza.si:arxiv-2609.30588v1 https://arstechnica.com/ai/2026/09/meta-puts-its-ai-assistant-on-a-keychain/ [Hacker News] 13 points · 11 comments Hacker News Thu, 24 Sep 2026 16:24:46 +0000 ryza.si:hn-49832965 https://openclassactions.com/lawsuits/privacy/openai-chatgpt-human-review-project-lily-class-action-lawsuit.php [Hacker News] 42 points · 13 comments Hacker News Thu, 24 Sep 2026 14:36:24 +0000 ryza.si:hn-49831236 https://medium.com/@arielsimon/dark-sourcery-how-hackers-manipulate-ai-to-scam-you-88df434d2073 [Hacker News] 143 points · 53 comments Hacker News Thu, 24 Sep 2026 11:54:38 +0000 ryza.si:hn-49829387 https://www.ssp.sh/brain/ai-writing/ [Hacker News] 17 points · 25 comments Hacker News Tue, 22 Sep 2026 15:09:45 +0000 ryza.si:hn-49802619 https://www.buchodi.com/chatgpt-now-knows-what-you-do-on-other-websites-via-ad-collector/ [Hacker News] 764 points · 395 comments Hacker News Sun, 20 Sep 2026 15:18:44 +0000 ryza.si:hn-49776729 https://openai.com/index/reimagining-advertising-with-ai/ [Hacker News] 159 points · 181 comments Hacker News Wed, 16 Sep 2026 13:51:15 +0000 ryza.si:hn-49727041 https://www.404media.co/inside-project-lily-the-humans-reading-your-chatgpt-chats/ [Hacker News] 51 points · 4 comments Hacker News Mon, 14 Sep 2026 14:41:42 +0000 ryza.si:hn-49697713 https://www.macrumors.com/2026/09/14/siri-can-be-swapped-out-for-chatgpt-claude/ [Hacker News] 228 points · 162 comments Hacker News Mon, 14 Sep 2026 12:01:32 +0000 ryza.si:hn-49695409 https://lufzle.dev/write/nobody-wrote-the-matrix/ [Hacker News] 16 points · 7 comments Hacker News Sat, 12 Sep 2026 23:59:22 +0000 ryza.si:hn-49678510