parisyoung

Standing on shoulders of giants.

[parisyoung @parisyoung]

AI models may become abundant, but reliable physical execution remains scarce. The bottleneck shifts from “can the model reason?” to “can the system safely perceive, move, grip, lift, navigate, recharge, avoid humans, work 24/7, and be maintained in messy environments?”

That makes the execution layer a mix of robotics, sensors, industrial automation, motion control, batteries, safety systems, and deployment services.

Physical AI cannot act without sensing. The investable category includes LiDAR, depth cameras, machine vision, radar, tactile sensors, and software that fuses these signals into a usable world model.

This is especially relevant for autonomous vehicles, drones, warehouse robots, humanoids, mining automation, agriculture robots, and smart infrastructure. $OUST Ouster is one of the more direct public-market names here. It acquired StereoLabs to combine LiDAR with machine vision, explicitly positioning itself for robotics and “Physical AI” use cases.

[Oliver | MMMT Wealth (CPA) @MMMTwealth]

Another good day to repost my $OUST prediction from March 18th.

$OUST jumps +10% at the open on news that they just released the worlds first LiDAR sensors that capture native colour alongside 3D point cloud data.

Leading the pack in a HUGE TAM.

[parisyoung @parisyoung]

MENU

[Chris @everestchris6]

this OpenClaw bot finds restaurants with ugly menus, rebuilds them as live web menus, and mails the owner a postcard...on autopilot.

here's how agencies can land recurring contracts with this system:

- scrapes every restaurant in a city in real time
- filters by review count + rating + last menu update + photo quality
- pulls the real menu items from the official site, PDF, or Google reviews
- samples the brand palette from the restaurant's own visual identity
- renders a 9:16 brand-matched menu, hosted live at a QR-accessible URL
- writes a personalized postcard referencing a real reviewer and a real dish
- mails it to the registered office addressed to the owner by first name

every step from discovery to brand-matching to outreach is automated.

reply "MENU" + RT and i'll send you a free guide so you can build this too

[parisyoung @parisyoung]

AGENT

[Chris @everestchris6]

this Adaptive agent uses GPT's new image model to run your entire creative + marketing team, on autopilot.

here's how any business can replace their whole marketing op with it:

- generates fresh on-brand creatives for every platform, daily
- writes and schedules the content across every channel
- replies to every comment the second it drops
- DMs every lead and turns cold interest into booked clients
- boosts paid ads from your best-performing organic posts
- doubles down on the creatives that win, kills the ones that don't
- tracks performance + adjusts strategy automatically, 24/7

every step from brand → booked client is fully automated.

reply "AGENT" + RT and I'll send you the full guide so you can set it up too

[parisyoung @parisyoung]

lovely idea

[Chris @everestchris6]

this OpenClaw bot finds $500k–$1.2M homes without pools, renders a pool into their backyard, and mails the owner a postcard showing the before/after, on autopilot...

here's how pool builders can close $50k+ deals with this system:

- scans satellite imagery for mid-market homes with empty backyards
- filters by lot size, sun exposure & recent ownership change
- pulls the homeowner direct from public records (not shared leads)
- renders a luxury pool dropped into their actual yard
- calculates build cost + home value lift for their specific zip
- generates a cinematic video of their backyard with the new pool
- prints a personalised postcard with the before/after + QR code
- drops it in the mail + hits them with retargeting

every step from sourcing to outreach is automated.

reply "POOL" + RT and i'll send you the full breakdown so you can build this too (must be following so i can DM)

[parisyoung @parisyoung]

amzing site structure

[Henry McKinney @henry_mckinney]

Revisiting Micron $MU
https://t.co/0EzqPnWuAU

I have conducted thorough research on Micron, offering trade and investment ideas that illuminate the memory and semiconductor sectors.

A suggestion from a colleague highlighted the importance of recognizing which companies belong to specific sub-industries and supply chain layers. The sell side can sometimes mistakenly compare companies across different sub-industries, leading to misleading evaluations.
https://t.co/U4CmFu4xZf

To address this issue, I analyzed correlations with the S&P 500 to identify empirical relationships between specific companies, and semi sub-industries and the market. Relying solely on anecdotes can be challenging and prone to narrative fallacies.

See my website creation here:
https://t.co/TNiUx0yt8l

On the topic of risk and cycles, it's crucial to remember the wisdom of Buffett: “Price is what you pay. Value is what you get.” Semiconductor companies often experience significant fluctuations, with drawdowns of up to 50% and potential six-fold appreciation within a year.

Despite seemingly favorable industry conditions, we must remain aware of the cyclical history and volatility of this sector, particularly its high beta association in a market filled with uncertainties.

I invite you to review my research and share your thoughts.
Finally, don't forget the words of Paul Tudor Jones: "The market is doing exactly what it always does: fooling 99.9% of people."

Here are a few resources I utilized for my research, in addition to SEC filings:
- @Sean14978416
- @zephyr_z9
- @jukan05
- @insane_analyst
- @citrini
- @SemiAnalysis_
- https://t.co/N5x2xqA8Gu
- https://t.co/wdf95hMTQY

Thank you @agnostoxxx for the inspiration

[parisyoung @parisyoung]

Claude 我最好的老师

[parisyoung @parisyoung]

https://t.co/G1FClsYHLM

[parisyoung @parisyoung]

@yan5xu @jakevin7 应该发哪个 command 呢，我还没看到 reddit/comment

[parisyoung @parisyoung]

@yan5xu @jakevin7 可以在reddit的某条thread下评论吗？

[parisyoung @parisyoung]

I just use the /plan-ceo-review to figure out a marketplace or saas product positioning problem for my vibe coding product

[Garry Tan @garrytan]

gstack is available now at https://t.co/VPvWDzV5c0

Open source, MIT license, let me know if it works for you. It's just one paste to install it on your local Claude Code, and it's a 2nd one to install it in your repo for your teammates.

[parisyoung @parisyoung]

wow perplexity computer pro 会员也可以用了

[parisyoung @parisyoung]

wow finally! i will try the perplexity api now

[Notte @nottecore]

Anything API is live on Product Hunt! 🔥🚀

Most websites don't have public APIs. Anything API fills that gap.

Describe the browser work you need. Our agent builds it, deploys it, and hands you a callable endpoint that you or Claude can invoke from everywhere.

Any website. We deliver the API.
https://t.co/KFobEjRpaw

[parisyoung @parisyoung]

@starzq 我也做了一个！感兴趣

[parisyoung @parisyoung]

https://t.co/0WdqIUdLeh

[parisyoung @parisyoung]

CIRCLE $CRCL 财报一览，powered by my wallstreet-financial-analyst claude skill

[parisyoung @parisyoung]

@rickawsb https://t.co/XNMZOpmYmB

[Wall St Engine @wallstengine]

$GOOGL is building a new data center in Wilbarger County, Texas, using advanced air-cooling to limit water use and pairing the site with new clean power developed by $AES.

[parisyoung @parisyoung]

A capital allocation blueprint for the age of Abundant Intelligence inspired from @Citrini7 2028 AI-driven Economic Crisis https://t.co/3SNyvYNdzs #infrastructure #NVDA #LITE #SNDK

[parisyoung @parisyoung]

https://t.co/VLszsehEaG

[parisyoung @parisyoung]

Agentic Economy comes true

[Y Combinator @ycombinator]

.@paysponge is the easiest way for agents to hold and spend money, and for businesses to sell directly to them.

Built by the team behind Stripe's stablecoin financial accounts, stablecoin payments and core money movement systems, Sponge brings deep experience in building financial systems for the new economic actor: agents

Congratulations on the launch @sfspacesquid, @ericzhang98, @jaekyongchoi!

https://t.co/QyudZt0pFW

[parisyoung @parisyoung]

@Michaelzsguo @vista8 太感谢啦！