GOOGLE CEO SUNDAR PICHAI: "IF YOU DON'T LEARN HOW TO ORCHESTRATE AGENTS NOW, YOU'LL SPEND 2027 CATCHING UP TO PEOPLE WHO STARTED TODAY."
30 minutes on why the best engineers stopped writing code line by line and started orchestrating agents instead.
Most people think building an agent requires an engineering degree.
It doesn't.
It requires one guide and one afternoon.
Watch the interview. Then save the exact setup below.
One guide. One afternoon. That's all it takes.
The gap between you and the engineers winning in 2027 closes this weekend.
PFA Player of the Year 🥇
PL Player of the Season 🥇
FWA Player of the Year 🥇
Sir Matt Bubsy Player of the Year 🥇
Record-Breaking 21 PL Assists 🥇
So deserved ❤️
Sam Altman (CEO of OpenAI):
"You no longer need to write prompts. GPT-6 Astra literally does everything better than you.”
In just 26 minutes, he explains how to use LLMs at a level that most people can't even imagine.
After watching it, I realized I was only taking advantage of about 15% of what this tool can really do.
Watch it in full and then read the guide below on how to create a system that prompts itself 👇🏼
Brand system in video generation
I created this video using 1 brand guide, 1 brand Skill, and 1 video model
AI is now turning product videos into commodity, so brands can capture attention more effectively
However, harnessing video generation isn't straightforward without specifically preparing your video model to generate brand-locked content
I outline this step-by-step process in the Article below - read on and save it for later:
this is the most dangerous number in quant finance right now
columbia researchers took a 2019 deep learning stat-arb methodology and reran it on fresh 2016-2024 data instead of the original sample
the result: out-of-sample sharpe ratios exceeding 10, nearly 3x what the original paper delivered on 1998-2016
the setup: strip returns down to residuals using fama-french 5-factor, PCA and IPCA, then feed those residuals into a CNN+Transformer to hunt for patterns human eyes can't catch
training window: 1000 days. testing window: 125 days, rolled forward, strict point-in-time data with zero lookahead
don't sleep on this ↓
A PROP DESK TRADER SENT ME 11 MATH RULES HE SAYS EVERY TRADER SHOULD MEMORIZE BEFORE TOUCHING SIZE.
Save this before the next red day.
Number 7 is the one that keeps accounts alive 👇
Elon's Grok Bot runs an entire trading desk for $300 a month. The person who does that job at Goldman starts at $200,000.
Mine took $1,000 to $3,900 on day one, out of a wallet anyone can open and read.
Most of the build is not about making it trade. It is about stopping it.
Every agent's job description ends with a list of what it may never do without asking me first.
One of the six is not allowed to trade at all. Its entire job is killing what the other five found, and its no beats every score on the desk.
The one that makes the final call never touches the market either.
You could have this running by Friday. Most people reading this will not, and in a few months they will be paying somebody who did.
The whole build is in the post below ↓
Save it while it still sounds strange. Give it a quarter and this is just how a retail account works.
SpaceXAI enterprise GTM lead turned Grok Bot into a 24/7 sales team, then opened the entire system in a 55-minute workshop:
prospecting overnight, account research, Gmail drafts, and Figma decks edited mid-call
03:22 - build a Chief of Staff that coordinates the rest of your agents
10:47 - let a Slides agent research accounts and build customer decks
18:10 - turn one screen recording into a reusable agent skill
26:31 - research prospects, rank contacts and prepare Gmail drafts
36:21 - update a Figma deck from what the customer just said on the call
None of these agents sit idle waiting for the next prompt. Each owns a job.
One researches accounts. One owns slides. One runs prospecting. The Chief of Staff routes work between them and reports back.
That structure is the shift: not one smarter assistant, but a GTM team split into roles that agents hold on their own, woken by routines instead of by you.
Fifty-five minutes here will change how you think about the next workflow you were about to automate by hand.
@namelessD_ sorry to say but todays christian pastors talks like they have found to be the loophole in Islam. they never learn. there arent any. the more you try to slander Muhammad PBUH or Islam in general. youd realize that you are going around circles talking smack
🚨 Patrice Evra & Gary Neville on Manchester United’s interest in Alejandro Balde:
🗣️ Gary: “The fans concern with Balde is obvious. His injury record.”
🗣️ Evra: “Then Gary explain something to me. If he’s such a problem, why are Barcelona supporters begging the club not to sell him?”
🗣️ Gary: “Because when he’s fit, he’s a very good left back.”
🗣️ Evra: “Exactly. So the people watching him every week are saying, ‘Please don’t take him,’ while some United fans are saying, ‘Please don’t bring him.’ Somebody has to explain this to me.”
🗣️ Gary: “The injuries are still a risk, Patrice.”
🗣️ Evra: “Of course. But sometimes a player changes environment and everything changes. Look at Dembele. At Barcelona we spent years discussing his injuries. He leaves, goes to PSG, and eventually we’re discussing a Ballon d’Or.”
🗣️ Gary: “You’re not seriously saying Balde is going to win the Ballon d’Or?”
🗣️ Evra: “No bro. He’s a left-back. I’m saying maybe we should let him fail his Manchester United medical before deciding his entire Manchester United career.”
@StanSportFC Its amazing how Arsenal hires Arteta or Arteta sees himself as Manager just like how Manchester United and Sir Alex Ferguson were. Im a United fan but i can feel that they will win few more than United will be back!!!! Mark my words. 3 more seasons then United will be Champions!