{"podcast":{"title":"The Good Tech Companies","slug":"the-good-tech-companies-6882802","podcast_index_feed_id":6882802,"rss_url":"https://feeds.transistor.fm/the-good-tech-companies","website_url":"https://hackernoon.com/tagged/good-company","image_url":"https://img.transistorcdn.com/X23h0VTY2caNa7VFhjEOIIx9mhUyM13ZaqyG6noHnYw/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8xMTNl/MjgwMmI0ZmEzNThj/YmJiOWNiN2UyZmRm/MzY3My5qcGVn.jpg","author":"HackerNoon","episode_count":100,"summary":"Distributing the announcements and blogs posts by the the top software, crypto, ai, futurism and technology companies. An audio story feed by HackerNoon.","last_synced_at":"2026-08-01T22:19:00.701883+00:00","page_url":"https://stenobird.com/podcast/the-good-tech-companies-6882802"},"episode":{"title":"Why macOS Is Underrepresented in Public AI Research Datasets","slug":"why-macos-is-underrepresented-in-public-ai-research-datasets","published_at":"2026-05-27T17:05:11+00:00","page_url":"https://stenobird.com/podcast/the-good-tech-companies-6882802/why-macos-is-underrepresented-in-public-ai-research-datasets","show_page_url":"https://stenobird.com/podcast/the-good-tech-companies-6882802","url":"https://share.transistor.fm/s/2ea5668c","audio_url":"https://media.transistor.fm/2ea5668c/d1c7b4cd.mp3","summary":"This story was originally published on HackerNoon at: https://hackernoon.com/why-macos-is-underrepresented-in-public-ai-research-datasets . MacPaw Research explains why macOS is severely underrepresented in public AI datasets and introduces GUIrilla, a framework for scalable Mac UI exploration. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories . You can also check exclusive content about #macos-ai-training , #guirilla-framework , #computer-use-ai-macos , #macos-api-accessibility , #guirilla-task-dataset , #os-atlas-macos-coverage , #macapptree-python-library , #good-company , and more. This story was written by: @macpaw . Learn more about this writer by checking @macpaw's about page, and for more stories, please visit hackernoon.com . MacPaw Research argues that computer-use AI systems underperform on macOS because public training datasets contain almost no Mac interface data. Their new open-source project, GUIrilla, addresses this by automatically exploring macOS applications and generating structured UI datasets at scale. The release includes GUIrilla-Task, a dataset covering over 1,100 Mac apps and 27,000 tasks, plus macapptree, a Python library for extracting accessibility metadata from Mac applications. Together, these tools aim to improve AI agents, UI understanding models, and developer tooling across the Mac ecosystem.","meta_description":"This story was originally published on HackerNoon at: https://hackernoon.com/why-macos-is-underrepresented-in-public-ai-research-datasets . MacPaw Researc…","key_points":[],"chapters":[],"topics":[],"duration_seconds":465,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-good-tech-companies-6882802/episodes/why-macos-is-underrepresented-in-public-ai-research-datasets/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-good-tech-companies-6882802/why-macos-is-underrepresented-in-public-ai-research-datasets.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}