Interesting ! AI helped find decade-old PHP flaws, and CISA went from 'no exploitation seen' to 'actively exploited' in 5 days. Finding problems got cheap. Fixing them safely didn't. Same in order ops: spotting the issue is the easy half. Who owns your fix?
A B2B order is contract pricing, an allocation call, partial shipments and an EDI file at 2 AM. I've watched teams put a B2C checkout on top of that. The mess shows up at invoice time.
Holiday returns start the day the first gift ships. Retailers expect 17% of holiday sales to come back (NRF/Happy Returns). Yet most peak plans I see are all outbound. Is your reverse flow tested for that volume?
Reported, not announced: DoorDash in talks to buy Instacart (WSJ/Reuters). Whatever happens, one question for retailers: when a marketplace sends you an order, whose system decides how it's fulfilled? Yours or theirs? The order layer is the part I wouldn't rent.
Roadster nitter.cf/i/broadcasts/1yKAPwNgg…
0:00
Tesla
Roadster
I have the air freshener , now all I need is a 🐍! Seriously good luck finding one when the reptile actually has you cornered ! 😂
Darpan Seth retweeted
Authenticator support in Instinct
Instinct can now securely and seamlessly handle the “enter your 6-digit authenticator code” step for you. It uses the same time-based one-time password (TOTP) standard as Authy, Google Authenticator, Microsoft Authenticator, and other popular authenticator platforms. Once an account’s authenticator is set up in Vault, your agent can generate and enter its verification codes to unblock itself on your task.
37% of users store at least one account password in Vault within their first three weeks. A lot of everyday work happens behind a login. However, even with your password saved, an authenticator prompt can mean stopping the task, opening an app on your phone, and sending over a code before it expires. Instinct can now handle that step and keep working.
On supported services, Instinct can complete the enrollment and save the details alongside your login in Vault. You may need to approve the initial sign-in or an existing security check.
Where a service allows an additional authenticator, you can keep using the one on your phone. Once setup is complete, Instinct can use its own saved key to generate codes for future sign-ins. Phone approvals and other security checks may still need your input.
Authenticator support is another step toward giving Instinct the tools it needs to complete tasks on your behalf in the real world, with fewer interruptions along the way.
This is available across all of our users today.
Darpan Seth retweeted
OMS implementations rarely fail all at once. The warning signs show up earlier: changing requirements, UAT becoming the first real end-to-end test & the platform taking the blame.
After 150+ engagements, we wrote the post-mortem most teams never publish: nextuple.com/blog/why-oms-im…
@trq212 keep these nuggets coming ! I’m passionate about what you guys are building and want to be a community champion! Am already one in my firm @NextupleInc
Darpan Seth retweeted
This feels like a big deal
There's a fruit fly walking around right now that was never born.
@eonsys just released a video where they took a real fly's connectome — the wiring diagram of its brain — and simulated it. Dropped it into a virtual body. It started walking. Grooming. Feeding. Doing what flies do.
Nobody taught it to walk. No training data, no gradient descent toward fly-like behavior. This is the opposite of how AI works. They rebuilt the mind from the inside, neuron by neuron, and behavior just... emerged. It's the first time a biological organism has been recreated not by modeling what it does, but by modeling what it is.
A human brain is 6 OOM more neurons. That's a scaling problem, something we've gotten very good at solving. So what happens when we have a working copy of the human mind?
Darpan Seth retweeted
We're heading to eTail™ Palm Springs! If you're attending eTail Palm Springs (Feb 23–26), let's connect. We'd love to talk about what's next in order and inventory management and what it actually takes to modernize fulfillment operations at scale.
Sprint 0 :) @elonmusk ?
Hilarious Horror! 😂
A pint-sized robot named Erbai in China has gone viral after it "kidnapped" dozens of larger robots at a robot showroom in China.
People are finding the incident both hilarious and territying.
The event, captured on CCTV, shows Erbai -an Al-powered robot - engaging in human-like conversations with other robots at the showroom to convince them to "go home" with it.
The footage shows Erbai roaming the hallways at midnight, it then stops before a row of larger robots and asks one,
"Are you still working overtime?"
"We don't get off work," the larger robot responds.
"Are you going home?" Erbai persists.
"I don't have a home," the larger robot replies.
Erbai then invites the bigger robots to "go home" and, surprisingly, the robots followed its lead, chanting, "Go home, go home!"
The company behind Erbai confirmed that the "kidnapping" was real, though pre-planned.
They explained it was a test designed to evaluate Erbai's ability to interact with and influence other robots.
The team collaborated with an Al firm to see whether Erbai could autonomously "recruit" other robots.
There should be no place, no mercy for barbarians in this world. Anyone here illegally has already broken the law and needs to be deported! Letting them stay on makes a mockery of people who have shown initiative & worked so hard for years to legally earn their right.
All Indians in the #USA, Arm yourself, never be defenseless :
🔴Indian-American Chandra Mouli Nagamallaiah had settled in the US from #Karnataka, living in #Dallas with his family, managing the Downtown Suites Motel.
He could have defended himself with a gun, or his son or wife could have eliminated the attacker.
Even the H-1B doesn't allow gun ownership (but there are options - hunting license + carry permit) atleast Tazers, Pepper Spray etc
🔴When a white supremacist is killed by a sniper, it’s covered by every major media outlet and gets worldwide attention. But when a hardworking Indian is brutally beheaded in front of his own family, it barely makes a headline.
👉"Arm yourself today, never be defenseless"
Watch the pennies and the💰💰💰 take care of themselves. Over years of practicing being frugal, these travel ✈️🏨🚗 hacks have become a habit.
Treat your customers’ budgets responsibly & be a true custodian of your investors hard earned post tax dollars - it’s about trust!



















