🤖 I test AI products, study AI agents and robotics, and share what actually matters for founders and marketers.
Cryptoverse
Joined August 2021
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the best AI tools don't end with an answer.
they let you:
↳ test an angle
↳ reshape the brief
↳ see the trade-offs
↳ turn the decision into next work
interaction is where a generated idea becomes something a team can actually use.
With most AI image tools, one wrong word means regenerating the whole image.
SurgePix (#2 on Product Hunt, 26 Oct) edits instead.
I turned Dedica into a 30-sec demo.
Paste a URL. It tests your site the way AI agents use it: 125 checks across Discovery, Access, Usability and Payments.
Score /100, top fixes free.
Mine scored 62.
Worst fail: Sandbox / test environment.
#1 on Product Hunt, 28 Oct
The TikTok feed is turning into an audition.
Tubi and TikTok just picked 12 creators to make 10 original series for Tubi: horror, animation, reality, YA.
Short clips got them noticed.
A show people come back to got them the deal.
🤖 Made with AI
Every hand. Measured. Rebuilt in 3D.
MC-EgoHands by Midcentury turns ordinary first person video into structured 3D hand data that robots can learn from.
Here's the pipeline in 5 stages:
1 → Input: egocentric video of real hands doing real tasks
2 → Reconstruct: hand pose tracked frame by frame
3 → Retarget: human motion mapped onto robot grippers
4 → Organize: thousands of hand poses, sorted and aligned
5 → Output: a clean, ready-to-use hand dataset
The reel above shows the whole flow, with a live tracker overlay measuring the subject the way the machine sees it.
Crypto.Girl retweeted
Starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents.
Why are the architects of our AI future hedging their bets with underground bunkers? 🏗️🛡️
Behind the optimistic promises of medical breakthroughs and global abundance, the industry's biggest names are privately discussing a sobering reality: the potential for AI-driven catastrophe.
Asking a coding agent to fix a UI bug usually means typing out which button, which selector, which file.
PulseDev (#10 on Product Hunt, 27 Oct) skips that. You click the broken element on localhost instead.
I turned it into a 30 sec demo 👇
The flow:
Click the element (shift-click for several)
Describe the change
Send it to Claude Code, Codex, Gemini CLI or OpenCode
Approve or reject the diff in your browser before anything is written.
producthunt.com/products/pul…
ChatGPT can now send emails directly from the chat through a connected email app. Write your message, review it, and ask it to send. No more copying and pasting into your inbox.
Crypto.Girl retweeted
Today, we’re introducing the next chapter of Concurrence and the world’s greatest leap toward Superintelligent Care.
When I was 13 I lost my mom to cancer that should’ve been caught earlier.
We’re building a system that sees every patient’s future in time to change the outcome
Instagram is testing Features: horizontal videos up to 90 minutes.
The bit that matters for distribution: tap a podcast clip in Reels and the full episode plays without leaving the app.
Clips stop being trailers for YouTube.
I’m not a 3D artist. I’m not a marine biologist.
But with AI, I built Micro Atlas 🌊 an interactive deep-sea museum where you can spin real ocean creatures in 360°.
This is what AI unlocks now 👇
Luma added Kling 4.0 on 23 Oct, pitched for fast action and big camera moves. Review and refinement happen on the same board.
Per PixVerse’s rollout notes, the full model does clips up to 30 sec, up to 10 keyframes, up to 4K and stereo audio with better lip sync. Rollout is staged, so check what your plan gets.
Before a Kling 4.0 clip goes near a client ad, check hands, on-screen text and the logo frame by frame.
Creatify made 10 talking-head ads for Ramp’s corporate card, one reason to buy per ad, for about $3.30.
Before: 1 demo, 1 pitch.
After: 10 cuts, 10 reasons to buy.
Most product demos only ever test the first one.
Crypto.Girl retweeted
This robotic toilet might be more useful than a robot that does your chores.
China’s Yueban built Xiaoban for people with limited mobility. Call it by voice or remote, and it comes to the bedside to help them use the toilet.
It plans its own route, detects obstacles and navigates around them. Once in position, it locks its wheels and deploys supports so users can lean on the armrests as they sit down or stand up.
It has a warm-water bidet and a warm-air dryer. Afterward, it heads to the bathroom, pumps waste into the existing toilet and rinses out its tank. No commode bucket for a caregiver to carry, empty or scrub.
Yueban says the camera stays off while someone is using Xiaoban. It only turns on to locate the bathroom toilet during emptying.
For older adults who struggle to get to the bathroom, especially in the middle of the night, this could be a huge relief.
Instead of selling "AI agents" to tech-savvy clients, focus on fixing concrete problems for local trade businesses.