In an Imperial College London test, simple fixed rules beat a second AI at catching a small AI's bad moves in a simulated chemical plant.
With rule checks, Meta's Llama 3.2 3B shut the plant down in 7/20 faults, against 15 when another AI checked its work, pretty interesting

POV: The Joe Rogan of crypto @KevinWSHPod is telling you all his growth secrets in the Empire State Building.
Electric convo

on june 16, 2025, cursor changed what its $20 plan meant.
500 requests a month became "$20 of usage at api prices".
a lot of people kept working like before.
on july 4, they apologized and refunded the unexpected charges.
that's how most ai pricing works. the cost of one answer is hidden inside a plan, and the company can change the plan whenever it wants.
@LightchainAI does it differently. you pay per answer, in LCAI, from 0.02 on the small models. the fee for each model is public on so you know what an answer costs before you ask.
the servers aren't one company's either. independent operato

🚨 AFTER $DOGE , $SHIB & $PEPE … WHO'S NEXT? 👀🔥
The memecoin market always has room for a new breakout star. Could 2026 be the year of the next 100X gem? 💎🚀
👇 DROP YOUR STRONGEST $TICKER!
Which underrated #MEMECOIN has what it takes to steal the spotlight?
Let's hear your boldest predictions! 💯
#Crypto #Memecoins #100x #BullRun #Altseason #2026

Thesis: As the stock market out prices a majority of people they will seek out derivative assets for leverage upside. One only up chart is $MNST - which is why I decided to have some exposure to solana:JATk4idqfAyU21F6w3xf2Rbyj9j8FnYxVWLMfoweqExh.
Do it for the culture.
DYOR NFA

🚀 WHICH MEMECOIN IS ABOUT TO EXPLODE? 🌕
I'm looking for the next hidden gem before the crowd catches on! 💎🔥
What's your strongest pick right now?
👇 DROP YOUR TICKER AND LET'S TALK!
#Memecoins #Crypto #Moonshot #100xGems

11.6 BTC
Honestly, luck played a part in my making it through this downturn.
But more than that, it was my own control over my position. I know holding a losing position is a mistake.
But who would stubbornly hold on for no reason?
Still, I said I’d stick with my brothers until we see BTC at 90,000, so I’m definitely not closing this position.
Position sizing, risk management, and putting knowledge into practice are all put to the test when you hold through a loss.
I hope we can keep going further and witness a different version of ourselves together.

Alphabet’s total holdings were worth approximately $88.3 billion in the third quarter, down about 10.9% quarter over quarter. It added 4 positions and exited 3 stocks, with its top 10 holdings accounting for 99.48% of the portfolio.

The portfolio is highly concentrated and shrank overall, yet it casts Qualcomm as a new frontier in AI chips. With SpaceX making up 94.78% of the portfolio, this so-called new frontier looks more like a small testing ground outside SpaceX.

$BTC

🚨 PARABOLIC SEASON IS LOADING! 🚀🔥
The next big move could catch everyone off guard. 👀📈
Stay focused. Stay prepared. Keep your eyes on those hidden gems. 💎
Who's ready for the next crypto wave? 🤯
👇 DROP A 🚀 IF YOU'RE READY!
#Crypto #Altseason #Memecoins #BullRun #100xGems

The crypto market is so funny
Election night: Bitcoin dumps
Day after Election: Bitcoin pumps to $81k
2 days after Election: Bitcoin dumps to $75k

Using The Same Off-The-Shelf AI Tool As Everyone Else Is One Thing; Having an AI agent Tailored To Your Own Account, Capital, And Strategy Is Entirely Different.
This is something i have been thinking about while lookin into the structure of @meetmotes.
A single AI assistant can be shared, allowing thousands of people access to the same intelligence.
But when you go from asking questions to acting in financial markets the context behind each decision matters alot.
Someone might have an interest in opportunities within DeFi. Another might want to get exposure to tokenized stocks. Another perso

What’s the easiest thing to misread when the two timeframes for $HYPE haven’t aligned yet?

$HYPE is currently priced at 78.689, up 2.002748107435437% over 24 hours, with an intraday high of 79.434 and a low of 76.848. The 1-hour trend is relatively strong, while the 4-hour trend is relatively weak. The two timeframes have not aligned, and the direction is not yet confirmed. Reading a shift on the 1-hour chart as a rebound or pullback could turn a short-term move into a misreported trend reversal.

The easiest thing to misread in this divergence is not the price itself, but looking only at the

Based, the No. 2 wallet on Hyperliquid by volume with more than $50B traded, is building on LayerZero's ATLAS.
ATLAS runs on Zero, backed by DTCC, Citadel Securities and Tether, and goes live November 30.
@LayerZero_Core

I also took a break around dawn
I mean, I suddenly woke up
and happened to see $BTC $ETH a market swing had just passed

This shows that the major players still have some intention of pushing prices higher
But the resistance is indeed quite strong

Let's see whether the market can adjust and move straight up over the weekend
#10月非农数据聚焦

Every momentum-driven bubble has a similar ending
The orange line represents the 2021 small-cap frenzy
The green and blue lines are this AI bottleneck trade
After falling from two mountains this huge
You think it can shoot straight back up from the ground, turn bullish, and hit new highs?
I don't buy it
This sector probably has no investment value left
See you in 5 years!
😅😅😅

Do you remember when you joined X? Yes, I remember! #الذكرى My_Anniversary_of_Joining_X

Today's breakfast
Shrimp + egg + bread
A cup of iced coffee to perk me up
Happy weekend!

Is Reducing Positions Now Too Timid? What Is Smart Money Waiting for Behind BTC’s Pullback?

The hardest thing in crypto isn’t making money—it’s keeping your hands off your positions during a downturn. BTC is down 4%, ETH is down 5.5%, and major coins are under pressure across the board. The market is starting to hear two different takes: one sees this as a buying opportunity, while the other believes the risks haven’t fully played out yet.
What really deserves attention isn’t who is shouting the loudest, but what the money is actually doing.
If global risk assets remain under pressure, instit