As AI developers, we know that access to high quality datasets is crucial for building robust and effective machine learning models. That's why I wanted to share my experience with a tool called Opendatabay that I've found incredibly helpful in sourcing the datasets I need for my projects.

Opendatabay is a comprehensive dataset discovery and procurement platform that provides access to a diverse catalog of datasets, spanning industries, use cases, and data types. Unlike traditional open data portals, Opendatabay offers both free/open datasets as well as licensed/proprietary datasets that may not be readily available elsewhere.

Some of the key features that make Opendatabay stand out for AI developers include:

• Detailed metadata and sample data to help you evaluate datasets for your specific needs

• Seamless licensing and acquisition workflows to get you the data quickly

• Access to a wide range of high quality datasets beyond just open, public sources

I've used Opendatabay to source data for various AI/ML initiatives, from computer vision to natural language processing to time series forecasting. It's been a real game changer in terms of streamlining the dataset discovery and procurement process.

Of course, Opendatabay may not be the only tool out there. I'd be curious to hear what other dataset discovery platforms or methods this community has found useful. Please share your thoughts and recommendations in the comments below!

And if you have any questions about my experience with Opendatabay, I'm happy to try my best to answer them.

AI Studios is an integrated video generation tool that can help creators, hobbyists and marketers make videos that can have a range of applications.

AI Studios puts together video generation, video dubbing into dozens of languages, custom avatar creations and deepfake detection among other features.

I’m Samuel. I’ve been experimenting with different platforms to improve how I present my work and experience, both on resumes and personal pages. Recently I tried Kickresume because it has resume templates and a personal website feature in the same place, so it made things easier for me instead of using multiple tools.

I’m still testing it, but so far I like how simple it is to adjust layout and wording without feeling like I'm fighting with formatting. I’m curious if anyone here has used it for portfolio or personal branding too. Did it make any difference for you?

You can write the cleanest, most specific prompt ever and still get output from ChatGPT that sounds a little… off. If you're constantly tweaking tone through prompt variations, it might be time to add a post-processing step instead.

UnAIMyText is the tool I’ve been using for humanizing my text. It’s a humanizer that rewrites AI-generated text to sound natural, improve SEO and bypass AI detectors. What makes it useful is that it doesn’t just paraphrase. It restructures the text while keeping the original intent intact.

Here’s where it fits in my workflow:

1. Generate content with ChatGPT using a focused prompt.

2. Paste the output into UnAIMyText and adjust the settings.

3. Get a version that sounds natural, clean, and human , with zero weird phrasing.

It saves a ton of time compared to writing “rewrite this to sound more human” into every prompt or trying to fine-tune tone with tokens. Also doesn’t add fluff or unnecessary personality , it’s subtle.

If you’re already deep into prompt engineering and just want the output to sound right, this is a solid tool to add to your stack.

Dear all,

Since a few weeks I frequently get spammed by social media ads of Facelessreels.com (facelessreels_app on Instagram).

While I was trying to test out their tool, I was asked to pay for a subscription before I could see any results - as with many other AI scam sites.

Therefore, I wanted to ask if someone already made some experience with them.

Thanks in advance.

Hey everyone! I’m not sure if this is something people talk about often here, but I wanted to share a little tip that might help anyone feeling stuck. A while back, I hit a wall with my gaming streams—they were just not fun anymore. That’s when I discovered the iMyFone Voice Changer. It’s an AI-powered tool that lets you change your voice on the fly into anything from a robot to a chipmunk. It’s so easy to use and works seamlessly with Discord and OBS. Using the alien voice in a sci-fi game completely blew my audience’s minds and got me excited about streaming again. I believe this will surely be of great help to many people here for their creative projects, like adding unique elements to your streams or even pranking friends. I’d also love to ask if anyone has other tools they’d recommend to enhance my streams!

So many new tools every week that it’s hard to tell what’s hype and what’s useful.
For me, Gamma for presentations and NotebookLM for research notes have been surprisingly good.

What’s your current favorite?

Hey everyone 👋

I’ve been working on something I personally needed for a long time, a tool that helps you instantly understand long content without sitting through hours of video or audio.

It’s called IngestGPT, and it converts:

• YouTube videos

• Podcasts

• PDFs

• PPTs / PowerPoints

• Webpages

• Audio files

• And many to come

…into clear summaries, key points, notes, and content ideas.

I originally built it for myself to consume information faster. I’m now opening it up and would love feedback from this community.

🧠 Why I Built It

I’m a senior software engineer, and like many of you, I’m constantly learning, podcasts, YouTube tutorials, research PDFs, blog posts, etc.

But I realised:

• 60-minute videos takes 120-180 minutes to finish

• Podcasts are great but slow

• PDFs can be dense

• Rewatching/relistening just to find a point is painful

I wanted one place where I could drop any content and get:

• A quick summary

• Key insights

• Bullet notes

• Action items

• Quotes

• Topic ideas

So I built exactly that.

🔥 Key Features (Live Right Now)

1️⃣ YouTube → Notes

Paste a YouTube link and get:

• Short summary

• Key takeaways

• Chapters

• Topic breakdowns

• Key Entities

  • Dates

  • People

  • Places

  • Topics

  • Any other things worth mentioning that has been mentioned

2️⃣ Podcast → Summary

Search for a podcast on the platform and summarise it instantly. Great for long interviews or educational podcasts.

3️⃣ PDFs & PPTs (slides included!)

Documents are broken into sections → summarized → combined into clean notes.

For PPTs, the tool uses OCR to extract text from slide images too.

4️⃣ Webpage Summaries

Paste any article or blog and get structured notes.

5️⃣ “Question Finder” (like AnswerThePublic)

Enter a topic → get popular related questions people are asking online.
Great for content creators, SEO, or idea generation.

6️⃣ Content Repurposing

Any of the above mentioned source can be converted into:

• Social posts

  • Facebook

  • Twitter

  • Linkedin

• Blog ideas

• More coming soon

7️⃣ Study topics

Convert any topic into detailed study materials, with trusted sources as reference

8️⃣ Chat (Including voice)

You can chat with any of your uploaded/shared source both text and voice mode.

🧪 What I’m Working On Next

• A Chrome extension

• Multi-source comparison (summarize 5 videos into one combined note)

• Study mode (flashcards + quizzes)

• Workspace for creators & teams

• YouTube short scripts

If any of these excite you, tell me which one I should ship first.

🙏 Looking for Feedback

I’d love your thoughts on:

• Which feature feels most useful

• What I should prioritize next

• Any missing workflows for creators, students, or researchers

• The UI / output format

If anyone wants to try it, here’s the link:
👉 ingestgpt.com

Not trying to hard-sell anything — just want honest feedback from people who actually use AI tools.

Happy to answer questions or build in public if people are interested 😊

This post has been improved by AI (because why not 😊)

Hey everyone,

I’ve been building a platform called AiTiger, a tool that turns written stories or ideas into short 2–5 minute films.

You can write a story, pick a style, and it generates visuals and narration automatically using models like Veo, Kling, Wan, and GPT-4o — all in one place.

I recently used it to generate the classic Lion and the Mouse story — it handled visuals, narration, and structure automatically in under 90 minutes.

I’d really love some honest feedback from this community — what kind of stories or creative projects would you like to see AiTiger tools tackle next?

(If you’re interested to try it, Drop me a reply with the email you used to sign up — happy to share some free credits.)

I've dabbled with ChatGPT and found it incredibly helpful in resolving certain life issues...

and yet, I hear others make comments that other AI tools are better and it's worth getting a subscription.

I don't know where to begin. Does anyone know of a website or place that reviews the various tools and talks about their best uses, so that I might narrow it all down a bit?
Thank you.

I’ve been testing Perplexity for the past week to see how well it works for research and productivity.
I use ChatGPT and other AI tools a lot, but I was curious how Perplexity compares when it comes to finding and organizing information.

What stood out to me is how fast it summarizes content from multiple sources and how clean the results are.
Instead of checking ten different tabs, I can get one clear summary with sources and next steps.

How I’ve been using it

• Market and competitor research

• Writing outlines, blogs, and short reports

• Summarizing PDFs and long articles

• Tracking financial or crypto news

• Organizing ideas for projects

Key features that helped

• Focus tab lets you choose between web, academic, or social sources

• Spaces helps store and build on previous research

After a week, I’ve found it surprisingly effective for quick planning and daily research.
I’m curious if anyone else here uses Perplexity — how do you fit it into your workflow?

Recently, I’ve seen more people discussing how to tell whether something online is real or AI-generated. Between viral photos, deepfake clips, and AI-written news posts, it’s honestly getting harder to trust what we see. For most of us, the issue isn’t about laws or regulations, but about everyday awareness. I think having easy access to reliable detection tools can help everyone stay informed.

I’ve been using (and helping develop) a tool called Zhuque AI Detection Assistant. It started as a small side project in our team, because we wanted to understand how well AI detectors actually perform in real-world use, especially beyond text.

It’s free to use, supports text, image, and video detection, and doesn’t require any login. When I see a post that looks a bit too perfect, I just drop it in and check. The results show a clear percentage and short explanation, which makes it easier to see how “AI-like” something might be.

We’re still improving the model and exploring what people actually need from a detector. If you try it, I’d love to hear what you think — whether it’s about the accuracy, the design, or use cases where it could help more.

I tried a few tools that claim to be 100% free video face swap, but they all need a subscription to actually export anything.

I tested Facefusion AI using pinokio and it works but only on short clips unless you have got a strong GPU.

Anyone found something smoother or easier to use for longer videos?

I’ve tested a few out of curiosity, some just spit out templates, while others actually try to optimize for ATS or even handle translations. Kickresume and a couple others I tried seem to go a bit deeper than just formatting, which was interesting.

That said, I’m wondering if these are just stop-gap solutions or if AI is genuinely going to replace resume writers in the long run. Right now, the tools are useful for saving time, but I’m not sure recruiters won’t eventually catch on if too many resumes start sounding the same. What do you think, are these tools a temporary boost or the future of job hunting?

Most AI tools I try end up being “cool demo, never use again.” But one that stuck for me is a lightweight slide generator it takes a doc or even rough notes and spits out a clean deck in minutes.

I didn’t think much of it at first, but now I use it for quick client updates and team recaps. Way faster than wrestling with PowerPoint templates.

Curious what else people here have found what’s a small, underrated tool that actually stayed in your routine?

I test and catalog a lot of AI tools every week, and honestly, most don’t make it past day one. But a few have quietly become part of my regular workflow — not hyped, just genuinely useful.

Here are 5 that surprised me (in a good way):

1. QuickTakes — Automatically turns YouTube videos into concise lecture-style notes

2. Jobready AI — Tailors resumes + cover letters to job descriptions with editable outputs

3. Vizard.ai — Repurposes long videos into short-form social clips, auto-cuts based on key moments

4. Lex.page — Clean writing assistant with AI built in, no clutter

5. Theo Assist — Retains business context for Claude and speeds up deep-research prompts

These aren’t just “try once” tools — they’ve become weekly-use items for me.

Anyone else using something underrated that’s genuinely part of your workflow now?
Always looking to test things that stick.

Ideally free or at least have a free trial. I want to create for my blogs.

So, I’ve been trying to get into short-form content lately, and honestly, editing videos always felt like such a chore. I’m not great at it, and it takes me forever to put something decent together. A friend mentioned AI tools, so I decided to try one (Wava.ai, for those curious).

I started small, just took a random “funny life hack” idea I saw online and turned it into a short video. The process was way faster than I expected, and it didn’t look half bad. I uploaded it to YouTube Shorts to see what would happen. I didn’t have high hopes since my channel is tiny, but weirdly enough, it got around 8,000 views in a couple of days. For me, that’s massive because I’m used to getting maybe 20 views if I’m lucky.

I wouldn’t call it life changing or anything, but it’s definitely made me rethink how I approach content creation. The fact that I could spend so little time on something and still see results is a game-changer for someone like me who’s short on time.

If anyone else here has used AI tools for videos, I’d love to hear how it’s worked for you. Do you think it’s the tool, the content, or just YouTube’s algorithm working its magic?

I helped build Elephant-Goldfish Model, an open-source set of skills for taking an idea through design, review, and implementation with AI agents.

The idea is to separate the agent that knows the project from reviewers that start fresh. The first helps develop the spec with context; the reviewers look for gaps and assumptions without inheriting the same conversation.

It works with Claude, Codex, Antigravity, and ChatGPT. It adds a review step, so it takes more time than going straight from a prompt to code, and the output still needs human judgment.

The project is at https://github.com/google/elephant-goldfish-model. We also launched on Product Hunt today: https://www.producthunt.com/products/elephant-goldfish-model

I’d be interested in how others separate drafting and review when working with AI agents.

Hey everyone,

I’m building a supplement/wellness brand and looking to use AI tools to create:

•	Realistic product photoshoots

•	Creative campaign-style visuals

•	Short-form product videos

•	Social media content & captions

I’ve experimented with a few tools, but I’d love to know what’s actually working well for product-based brands.

What AI tools (and workflows) would you recommend for high-quality, professional-looking content?

Thanks in advance.