Datalis
I’ve been working on Datalis, a platform that supplies consent-verified, anonymised demographic and location datasets for AI teams. These datasets are built for fairness benchmarking, bias testing, and model robustness evaluation — all aggregated, no PII, no scraping. Each panel combines regional demographic data (age, gender, income, education, occupation) with geographic context to help labs test model outputs across diverse populations. We’ve just opened a free 30-day pilot for startups, researchers, and AI teams who want to run evaluations using real, ethical ground-truth data. CSV and…
Datalis launched on October 20, 2025 with 9 votes, #1,657 of 8,178 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
Datalis pays you to share anonymised demographic + location data that AI labs use to test and fix bias. No raw data, ever
Unlike other apps that sell raw info, Datalis only exports anonymised, aggregated datasets. Earn up to $50/month. Boosted rewards for early users.
In the maker’s words, at launch
I’ve been working on Datalis, a platform that supplies consent-verified, anonymised demographic and location datasets for AI teams. These datasets are built for fairness benchmarking, bias testing, and model robustness evaluation — all aggregated, no PII, no scraping. Each panel combines regional demographic data…
Does a similar job
all alternatives →
AgentSea2025 · agentsea.com · ▲439Today we’re excited to introduce AgentSea, a private AI chat built for sensitive work. When you use closed-source AI models, your data can: – be stored – pulled into training pipelines – shared with third parties That might be fine if you’re making memes or drafting LinkedIn posts. But it becomes a serious risk when you’re pasting contracts, health info, financial data, or business secrets. That’s why we built AgentSea. In Secure Mode, all chats run on open-source models or models hosted on our own servers. Your data never leaves, is never used for training, and is never leaked. Agentsea…
I scrape Steam data every month and it's yours to download for free2025 · gginsights.io · ▲161Yeah, there's AI, but I added it because I found it easier to find answers I'm looking for. For the data scientists, you can download the CSV and go crazy. Would love to know what discoveries or learnings can be found from it. To download the raw scraped data you need to become a paid member but you don't really need it unless you're wanting to finesse a table of data for a particular need. The cost is mostly just an incentive to help me pay the bills for running the website. The bunch of available CSV files contain large amounts of data which has everything from tags, genres, pricing,…
Generated Photos Datasets2020 · generated.photos · ▲143Reduce bias in AI systems with synthetic face datasets
- IMI made a worldwide sexual life dashboard2025 · worldsexmap.com · ▲62
The idea is to share data-based insights about sexual life I’ve worked in SexEd startups, and it’s wild that humanity doesn’t have this data. Most major academic studies have focused on sex primarily from a health and reproduction perspective, leaving many important and interesting questions unexplored (for many reasons) To promote transparency, the anonymous data will be open-sourced, allowing researchers, students and anyone interested to analyze it
Open-source AI data generator (now hosted)2025 · metabase.com · ▲39Hey HN! A few months ago we shared our AI dataset generator as an open source repo, and the response was incredible (https://news.ycombinator.com/item?id=44388093). We got requests from folks who wanted to use it without the hosting overhead, so we created both options: a hosted version (https://www.metabase.com/ai-data-generator for instant use and the source code fully open (https://github.com/metabase/dataset-generator) for anyone who wants to self-host or contribute. Looking forward to seeing how you use it and what you build on top of…
- IAIntegrate.ai – Machine learning and analytics on hard-to-access data2022 · ▲32
Hey HN! This is Steve from integrate.ai (https://integrate.ai). Our platform unlocks a range of machine learning and analytics capabilities on data that would otherwise be difficult or impossible to access due to privacy, confidentiality, or technical hurdles. Traditional approaches to machine learning and analytics require centralization and aggregation of data sources. Given the increasingly distributed nature of data - across organizations, across borders, and across connected devices - centralizing the data necessary for machine learning and analytics often requires complex…
More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 21d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 30d ago · world.pixverse.video

Source: Product Hunt launch ↗ · launch text quoted in part
Launched alongside, October 2025
the whole month →


I went down the rabbit hole on a side project and ended up building this: Strange Attractors(https://blog.shashanktomar.com/posts/strange-attractors). It’s built with three.js. Working on it reminded me of the little "maths for fun" exercises I used to do while learning programming in early days. Just trying things out, getting fascinated and geeky, and being surprised by the results. I spent way too much time on this, but it was extreme fun. My favorite part: someone pointed me to the Simone Attractor on Threads. It is a 2D attractor and I asked GPT to extrapolate it to…
AI · Oct 2025 · blog.shashanktomar.com

Autism Simulator▲779Hey all, I built this. It’s not trying to capture every autistic experience (that’d be impossible). It’s based on my own lived experience as well as that of friends on the spectrum. I'm trying to give people a feel for what masking, decision fatigue, and burnout can look like day-to-day. That’s hard to explain in words, but easier to show through choices and stats. I'm not trying to "define autism". I’ve gotten good feedback here about resilience, meds, and difficulty tuning. I’ll keep tweaking it. If even a few people walk away thinking, "ah, maybe that’s why my coworker struggles in those…
Life & fun · 2025 · autism-simulator.vercel.app
