Everyone keeps bragging about “future AI language learning.”
Great. But I want something that works today.
So we built VideoLingo — learn any language by simply watching the videos you already watch.

No bullshit. No fake “AI tutors.”
Just real content, clean UX, and subtitles that actually make sense.
Try it once, and traditional language-learning apps will feel ancient.

👉 https://github.com/Huanshere/VideoLingo
👉 https://videolingo.io/

VideoLingo: Learn Languages Easily

Screenity — unlimited screen recording, drawing tools, local saves
Cap — auto captions, chapters, summaries, browser-shareable recording
Snapify — async video messaging for internal workflows

Some people talk about the future of AI like it’s a fairy tale. They open their mouths and it’s always the same lines: “Tokens will get cheaper,” 

“Compute will drop exponentially,” as if startups just need to lie on the beach and wait for 10×, 100×, 1000× cost reductions to fall from the sky. Yes, the *trend* is real. But the *timeline* is a black box. 

Costs *will* go down—maybe in two years, maybe in eight, maybe right after your company is already dead. Most startups simply won’t live long enough to see that “technical inflection point.” 

Either you raise a huge pile of money and burn your mistakes into tuition, or you face reality and make money early with limited resources. Optimizing token usage isn’t embarrassing—it’s basic survival. People who mock it just don’t understand how brutal the real world is.

Then there’s another group who keeps shouting that “chat interfaces will die.” As if hundreds of thousands of years of human linguistic instinct would vanish just because AI iterates fast. Language is the lowest-friction, highest-bandwidth interface humans have. 

It’s not a UI layer—it’s built into our biology. The product form will absolutely evolve: from big chat boxes to voice-first interactions, contextual agents, implicit intent, and background automation. 

But that’s not “chat disappearing.” It’s “conversation being absorbed into everything.” It becomes everywhere and invisible, yet far more powerful. Saying chat will vanish is like saying “mobile computing will kill keyboards.” Keyboards changed, sure—but they never disappeared.


AI Cost Reductions: Myth or Reality?

1. PixaBay
PixaBay is a vibrant community of creatives, sharing over 2.7 million high-quality stock images, videos, and music. Its content is diverse, ranging from magnificent landscapes to exquisite business illustrations.

2. Pexels
Pexels is known for its high-quality, well-curated library of photos and videos. Every image here is screened to ensure excellent visual effects and artistic sense, making it ideal for commercial projects that require high-quality visual content.

3. Unsplash
Unsplash offers over 3 million free high-resolution images contributed by a global community of photographers. Unsplash's images have a unique and artistic style, perfect for blogs, social media, and creative projects.

4. LibreStock
LibreStock is another excellent aggregation search engine that scans and indexes photos from dozens of top free stock photo websites. With LibreStock, you can discover high-quality CC0 images from different platforms in one stop.

5. VisualHunt
VisualHunt collects millions of high-quality free images from all over the web, most of which are CC0 licensed. It also categorizes them by tags and colors, making it easier for you to find the images you need.

6. Hippopx
Hippopx is a free high-resolution stock photo gallery based on the CC0 license. It offers image download options in various sizes to fit different devices and screen resolutions, which is very convenient.

7. StockSnap.io
StockSnap.io has a large and constantly growing library of free high-definition images. Hundreds of new images are added every week, ensuring that you can always find fresh, high-quality visual materials.

8. Peakpx
Peakpx is also a free stock photo gallery based on the CC0 license, offering a large number of exquisite high-definition wallpapers and images. Its powerful online cropping function allows you to adjust the image size according to your needs, which is very practical.

9. Foter
Foter has over 335 million free images, making it one of the largest free stock photo galleries in the world. Its powerful search and filtering functions can help you quickly find the ideal image among massive resources.

10. Creative Commons Search
Creative Commons Search is an official search tool that helps you find content under CC licenses across multiple platforms, including images, music, and videos. This is an authoritative way to ensure that you are legally using shared resources.

Been building VidBee since the early 0.x days with one core question in mind: how can video downloading be smarter and more automated, not just “copy link → paste → download” over and over?

Today VidBee 1.0 lands with a game‑changing RSS subscription feature: instead of manually hunting links, you turn into a proactive content manager that lets VidBee watch sources and pull videos for you.

Subscribe to RSS feeds (e.g. via RSSHub), set your folder, filters, and check frequency once, then VidBee automatically monitors your favorite channels, grabs matching new videos, and quietly fills your download queue in the background.

On top of RSS automation, VidBee 1.0 supports 1000+ sites (YouTube, Twitter/X, TikTok, etc.), multi‑task downloads, format and subtitle selection, partial segment downloads, a modern cross‑platform UI, and fully local execution with no privacy‑hungry backend.

Grab VidBee 1.0 at https://vidbee.org (downloads: https://vidbee.org/download/) and, if it helps you, a GitHub star at https://github.com/nexmoe/VidBee means a lot — more automation, better playlists, and richer subtitle support are already on the roadmap.