Tech In Action / Proof of Technology. Evidence over hype. See what already pays today. AI • Robotics • Automation • Business
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Joined January 2024
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LiveTechProof retweeted
Who keeps paying for a 911 drone once the grant runs out?
Bellingham, Washington just got a state grant of nearly half a million dollars to put Skydio drones on 911 calls. A drone launches from one of three docks around the city, and a police pilot flies it remotely, aiming to be over the scene in two minutes or less.
The bill that matters comes after the grant. Oceanside, California approved its five-year drone contract in September, and after year one the city estimates about $145,833 a year for software, upkeep and replacement hardware.
Its drones answered about 1,300 calls in a 13-month pilot. My math puts that near $120 a call. The bill is fixed, so the city is really buying calls per task, and every extra flight makes each one cheaper.
Bellingham's log since August is almost all training flights. Its single real call was helping the city's public works crew. Nobody can price a call off a log like that yet.
The grant covers Bellingham through 2028, and the city's agenda bill doesn't say who pays after that.
Both cities fly the drones with their own police staff, so the money leaving city hall goes to the companies that sell and service the docks. If you run a drone service shop, cost per call is the one number a council will compare you on.
Oceanside expects to pay about $145,833 a year for drones that fly. Bellingham's half million has, so far, flown one real call.
LiveTechProof retweeted
Call Denver 311 next year and a bot may answer first, at a year-one minute rate near $0.55.
That's $550,000 a year for a million minutes of calls, in a contract amendment the Denver council takes up on October 13, and the price climbs a little each year after. The bot says it's a bot, answers from city pages, and hands you to a person the moment you say "human."
Now open a voice-AI price list. Retell AI, which sells the raw parts, prices a sample voice agent at about 11 cents a minute on its public pricing page, and a phone line adds a cent and a half. Call it 13 cents all in, by my math.
The gap between 13 and 55 cents is the business. As I read it, the money buys work more than AI, loading a city's answers and wiring each hand-off to the right department, under a contract that runs to 2031. The vendor is Citibot, 9News reported the pricing, and the full council still has to vote.
The same deal fits a one-person shop, priced per task, where one task is one minute on the phone. Set up an AI line for a plumber who misses every call after 5 p.m., and he pays you per minute while the platform keeps its 13 cents.
It holds only while the bot actually closes calls. Every caller who ends up yelling "human" likely burns billed minutes that fixed nothing, and that's the number to track first.
Get one plumber's missed calls answered and booked, and you can show him what the extra 42 cents bought, which is the same pitch a city vendor is making in Denver.
LiveTechProof retweeted
$21,983,139.93 for ten years of Axon gear in one Florida police department.
That's what Lakeland has committed to pay Axon, the Taser company, per the city commission memo. The bundle pairs body cameras with an AI that drafts the officer's report.
Year one is already $124,547.01 short. The city covers that gap by cutting overtime spending, so officers' extra hours pay for part of the start.
Grants pay a big share. A state grant pays toward years one and two, and a federal stipend has already landed. A second federal grant, for years three to five, is still pending, and grants pass half the ten-year bill only if it comes through.
Call it about $79,000 per unit over ten years, if the unit is one of the roughly 278 officers the Lakeland Gazette counted. Somebody's getting paid, and it's a lot per badge. The commission passed it unanimously on October 5.
What breaks first is that pending grant. If it doesn't come, the city either finds the money or uses the contract's exit for unfunded years.
If you run a department, this is the deal shape vendors will bring you next: priced as one bundle over a decade, with grants doing the early lifting.
Watch year three. If that grant lands, expect neighboring cities to sign the same bundle within a year.
LiveTechProof retweeted
Elon and Optimus cut a track. Who filmed it?
This is Real Or Rumor. Optimus plays the keys while Elon performs, then both sprint off a white set.
To me it reads as AI video. No source I know of says it was shot for real.
Tech keeps surprising me, and still, Elon, you just became my favorite performer again.
If your real robots can do this with you, you're the number one trend on the planet by morning.
@elonmusk, challenge is yours. Run that sprint with a real Optimus, one take.
LiveTechProof retweeted
Nineteen dancers lost their masks, and they were robots.
This is Real Or Rumor. The robots are real, Unitree H2s at the WorldSkills opening ceremony in Shanghai. "Autonomous" is the half I'm not buying yet.
Some of them waltzed with women from the cast. Hand in hand, no safety cage.
China's state broadcaster CGTN called it the first autonomous group dance by full-size humanoids. I went looking for what autonomous meant here. The show's executive director, quoted in the German press, described how it was built: 790 sets of recorded human dance motion.
Each robot found its own spot on stage with onboard lidar, no outside tracking system, and nobody I found disputes that. The steps are another story. I'd call them learned from those recordings and performed by a body, not invented on the spot.
Development had a dumber problem. Inside those costumes the temperature hit 176 degrees Fahrenheit in about ten minutes, and the robots' systems crashed.
Unitree went public in Shanghai in August, so a stage like this is also a sales pitch. Nothing points to a remote or a fake. But if knowing where your feet are counts as autonomous, plenty of robot vacuums already qualify.
LiveTechProof retweeted
This Chinese robot-brain company just booked $39 million in six months.
SEER Robotics doesn't just sell robots. It sells the software layer that runs other people's robots too.
H1 2026 revenue: $39 million (RMB264.4 million), up 67.5% year over year. Overseas revenue nearly tripled and now makes up a quarter of everything the company earns.
No profit number got disclosed. That's the part evidence-over-hype actually means catching. Real revenue, real growth, and still an open question on whether any of it becomes real income.
The model's simple. Factories building their own robots don't want to write robot software from scratch, that takes years and a team most plants don't have. So they rent SEER's "Robot Brain" instead, paying per unit deployed, no matter whose hardware it's running on.
Over 2,500 customers in 70 countries are already renting that brain instead of building one.
Building your own AI stack is optional now. Renting someone else's is starting to look like the default.
LiveTechProof retweeted
Humanoid robot built 30,000 BMWs, then retired bruised.
Figure 02 spent eleven months on the line at BMW's Spartanburg plant. It came out with dents and scuffed paint from real physical work, not a demo reel.
Here's a number worth doing in your head. Robots like this run close to 200,000 dollars, a line worker costs roughly 61 dollars an hour. That robot pays for itself in about 3,200 hours, well under two years on one shift.
BMW didn't retire the idea, just the robot. F.03 already replaced it on the same floor. That's a hardware refresh cycle, the same way a factory swaps a worn press.
Fewer humans grinding through repetitive lifting and torque work all day is the part that actually helps people, not just the balance sheet.
The business isn't selling one robot once. It's the replacement cycle, plus whatever fixes the dents. A robot that comes back scarred needs parts and technicians who know hydraulics, not just software. That trade is forming right now and almost nobody's hiring for it yet.
I keep waiting for the story where a robot just breaks down and disappears quietly. This one got replaced by a better version, on purpose.
LiveTechProof retweeted
Amazon already delivered 13 billion items same or next day in 2025.
Behind that record: 1,000,000+ warehouse robots run by Deep Fleet, Amazon's own AI model, which the company says cut internal robot traffic by 10%.
Above ground, the MK30 drone already flies real routes, up to 5 lbs., under an hour, headed toward roughly 500 US cities and towns by year end.
Here's the twist nobody's covering. One piece of that stack, a robot called Blue Jay, was built to fold three warehouse lines into one machine. Amazon launched it, then quietly killed the project four months later. i didn't expect a company this size to fold that fast. Amazon says the tech got folded into other robots, not scrapped.
Even the biggest logistics company alive cancels its own headline robots within months when the math doesn't work, and keeps only what pays for itself.
Faster delivery isn't just convenience. Fewer half-empty trucks idling on your street, and medicine or baby formula landing same day in places that used to wait a week.
The business here isn't the drone or the robot, Amazon owns that already. It's maintenance contracts for warehouse robot fleets, airspace compliance work for the 500 cities Amazon's flying into, and insurance nobody's built yet for a robot doing something nobody planned for.
Still not sure which breaks first, drone airspace rules or an insurance policy nobody wrote for a robot improvising.
LiveTechProof retweeted
$148,000 flying machine. Zero pilot license needed.
That's a real farmer's Jetson ONE, skimming his own wheat field at sunset during harvest, next to the combines.
Not a render, not a prototype clip. An FAA-recognized ultralight you can order today.
Under US rules this counts as an ultralight, same category as a powered paraglider. No pilot's license, no medical exam, no logged flight hours, just stay under 210 lbs and fly under 1,500 feet.
That exact rule also bans flying it for compensation, recreation and sport only. So the obvious business here, charging farms for scouting flights, is illegal before it starts.
Twenty minutes of flight time is enough to check storm damage, a stuck combine, or a flooded low spot without driving the truck around the whole perimeter during harvest week. i still don't love that a flying machine skips pilot training entirely, feels wrong even watching it work fine.
Which is where the real money sits: financing so a farm doesn't pay $148K cash, training schools even though solo flying needs zero hours, insurance and maintenance for a category that barely existed two years ago.
Nobody gets paid flying this for someone else. Everybody gets paid helping the guy who owns one use it.
The company behind it, Jetson, raised $15 million with william as a backer and is already taking orders for 2028.
That waitlist is going to move faster than anyone works out how to insure it.
LiveTechProof retweeted
$110K a robot – and it already has a customer lined up before it's built.
That's my own math: $5.5 million split across TRIC's planned 50-robot fleet. TRIC hasn't published the number itself.
TRIC Robotics runs autonomous rigs down strawberry rows at night, zapping pests with UV-C light and a vacuum instead of chemicals. No re-entry wait, crews walk the field again the next morning.
Worth stealing: growers pay zero upfront for hardware. TRIC bills them roughly what they already spend on chemical pest control, and keeps the spread as margin.
Here's the payoff side, assuming a robot never takes a night off. It treats 30 acres a night, and each acre only needs two treatments a week. Run it every single night, all week, and one robot can carry about 105 acres solo. Published US pest-control budgets for strawberries have run somewhere between $1,000 and $1,800 an acre a season. line those up and one robot could bill $105K-$190K a season. that's close to the full $110K it took to build the thing, back in one season if it runs flat out. my model, built off TRIC's own robot specs, not a number the company confirmed.
That's the real business, not the light. same invoice the farmer already signs, different company sending it.
Results, straight from TRIC: 35% fewer lygus bugs, 58% fewer spotted wing drosophila, pesticide use down up to 70% overall. Healthier soil, safer fruit, and the predator mites that eat the bad bugs stay untouched.
The crop nobody's covering yet is the opportunity. almonds, lettuce, wine country, same RaaS pitch, same invoice math. my money's on wine country moving first, tight margins already make growers open to switching vendors.
LiveTechProof retweeted
$13,000,000. Zero actors, zero film crew, eighteen months.
That's Arcads – an app that generates UGC-style ad videos with AI actors instead of hiring real influencers. Brands feed it a product and a script, it returns dozens of "unboxing" and "review" clips in whatever language a market needs.
Do the math: $13M in eighteen months is roughly $720K a month, starting from exactly zero.
For years the bottleneck for a small brand's ad video was the actual filming – find a creator, ship product, wait a week, get one clip. That step just got deleted.
if you've ever waited on a creator to film your product, you know how much dead time that one step burns.
Nobody's claiming these actors look like a real person you'd trust with your savings. They're built to look like a stranger's phone review, good enough to stop a scroll for three seconds – and for most ad spend, three seconds is the whole job.
The business isn't the AI model itself. It's the layer on top – agencies that buy access to tools like this, test fifty video variants a brand could never afford to film, and resell only the three that convert. Production cost near zero, the value is judgment and volume, not cameras.
HeyGen, the identity-avatar version of the same idea, already passed $200M in yearly revenue with real Fortune 100 clients – this isn't a fringe experiment anymore.
LiveTechProof retweeted
One install. $20,000.
An AI agent can run the whole system on its own, watching fire trackers and wind data, triggering the sprinklers before smoke is even visible, and alerting the owner in real time.
A wildfire took out an entire street. One house didn't burn, because it made its own rain before the fire even got close.
Frontline Wildfire Defense just raised $48M and got named a 2025 Best Invention by TIME. A full install runs about $20,000 for a 2,000 sq ft home, and some California owners now pay up to $150,000 for private hydrants just to keep their insurance.
Insurers dropped 788,000 California home policies in 2023 alone. That's the entire demand curve for this category, right there.
the part that gets me is it's just pipes, a sensor and a pump, nobody invented physics here.
You don't need to be an engineer to build this. AI can scan a roof and lay out the coverage for you, price the install, write your local ads, and answer your first hundred customer questions while you're still learning the trade.
All it takes now is one contractor, one AI stack, and a fire season that keeps getting longer.
LiveTechProof retweeted
@EdgenTech, we’re pushing the boundaries of innovation — building smarter, faster, and more sustainable tech for the future.
LiveTechProof retweeted
Pharos Testnet is LIVE!
Explore here: testnet.pharosnetwork.xyz
LiveTechProof retweeted
Hibernation is over 🐻
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LiveTechProof retweeted
WELL3 Public Sale #WELL3
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When & Where
🔹Start Time: 27 March 2024, 12:00 EST / 16:00 UK / 00:00 HKT (+1 Day)
🔹End Time: 28 March 2024, 11:59 EST / 15:59 UK / 23:59 HKT
🔹Duration: 24 Hours
🔹Result: 2 April 2024
🔹Where: well3.com (exact link to be released)
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Price
🔹Price Per Ticket: 0.05 - 0.1 ETH
🔹The exact ETH required will be announced before Public Sale starts
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Eligibility
🔹All users of WELL3 who had quested (interacted with contract) on well3.com before the snapshot was taken
🔹Holders of Keungz Genesis, Kubz & Yogapetz before snapshot is taken
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How
1⃣Connect your wallet, system will verify the eligibility of each user
2⃣Made the required deposit to secure your desired number of tickets within the public sale period. The deposited amount will remain locked until the results are announced
3⃣After result is announced, system will deduct your deposit based on your winning ticket amount, while any remaining funds will be refunded. Users will need to claim their refunded funds after the result announcement.
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Public Ticket Format and Boost
🔹Run in Fair Raffle
🔹More Ticket Deposited, more chance to win
🔹1 Mythical Insight = 1 Extra Public Ticket (You need to make at least 1 ticket deposit)
🔹Ticket Boosting, if you deposit during
🔹First 00:00 - 00:29 mins of public sale = 3x tickets Multiplier
🔹First 00:30 - 00:59 mins of public sale = 2x tickets Multiplier
🔹e.g. Made 3 tickets deposit during 00:00 - 00:29 mins, your ticket amount equal to 9 tickets during the fair raffle
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WELL3 Season 2 farming boost
🔹Start Time: 27 March 2024, 12:00 EST / 16:00 UK / 00:00 HKT (+1 Day)
🔹End Time: 1 April 2024, 11:59 EST / 15:59 UK / 23:59 HKT
🔹1 Deposited ticket = 1 Airdrop Quest
🔹Mythical Insights farmed during the boost are eligible as an extra public Ticket
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More info will be released close to public sale and in our discord
LiveTechProof retweeted
Security with every swap. ✅
A high-performance EVM-compatible L1 blockchain built on Proof-of-Liquidity consensus. Sounds bear-y promising 🐻
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LiveTechProof retweeted
Proud to announce @mickeyhardy, Founder of @Web3Arcadia will join #WELL3 Advisory Board
Moving forward, we will work closely with Mickey and the Arcadia Team for $WELL, we believe their experience in marketing and venture with Portal and BlockGames will bring us to a different level
We're embarking on an exhilarating new chapter at #WELL3, bolstered by a team that's stronger and more focused than ever! Embracing positive change and fresh directions, we're aligning with visionaries who share our ambitious goals
Additionally, we're thrilled to announce we will host a side event during Dubai's Token2049, more details soon
These partnerships will not only expand our network but also enhance our presence on the global stage, promising innovative developments and groundbreaking achievements ahead. Here's to reaching new milestones together #NewBeginnings #InnovationInMotion
