CoinCircleDreamer7740

Coinbase has just included $PRL in its listing roadmap.
I'm optimistic about Perle @PerleLabs, and the reasoning is simple, with just two points: a legitimate background and solving AI's "inbreeding" crisis.
First, look at the team. Perle is essentially the core team from Scale AI starting their own venture. Scale AI is currently valued at $30 billion, Meta invested $14.3 billion into it, and the founder has a net worth of several billion dollars. Perle's CEO was previously the head of supply-side growth at Scale AI. The wealth effect in this sector has already been proven, and Perle is c

Since its release, o1's biggest complaint has been that it's "too verbose."
I just wanted to fix a simple bug, and it gave me three background explanations, two solution approaches plus error handling, and even wished me good luck at the end.
I was only looking for a spelling error on line 12, but ended up getting a forced refresher on Python naming conventions.
This is RLHF's fault. Annotators tend to give higher scores to longer responses, thinking more text looks more professional.
So the model desperately piles on "seemingly useful" filler, while the actual core information gets diluted.
L

Lao Huang says AI is a new industrial revolution, and I think he's half right.
The part that's right: The whole world is scrambling for GPUs, just like scrambling for oil back in the day. Training a large model burns enough electricity to power a small town. Big tech companies are lining up to send money to Nvidia, and some smaller companies are even paying in full half a year in advance just to get in line. The hype is real.
But to be blunt—what are you using AI for right now? Writing weekly reports, editing photos, chatting to kill time? Where's the world-changing disruption everyone promise

# Fear is a signpost, not a roadblock
Last night I was reading through the *Zizhi Tongjian* and came across a detail that really struck me.
At the Battle of Gaixia, Liu Bang offered a bounty of a thousand gold and a marquisate for Xiang Yu's head, yet no one in the entire Han army dared to make a move. A young cavalry officer named Yang Xi was actually frightened back several miles by a single shout from Xiang Yu—but this guy turned around and charged back. He ultimately seized Xiang Yu's body and was ennobled for his service that day.
Same army, same opportunity in front of everyone. The only

Here's an uncomfortable truth:
The scariest thing about AI isn't that it's "too smart"—it's that it's too standardized.
The copy it writes scores 80/100. The PowerPoint it creates scores 80/100. The code it writes scores 80/100. Everything is an 80.
What does that mean? It means people who used to get by on "pretty good" work are getting wiped out. Your output quality is basically the same as AI's, but you need a salary, you need rest, and you have mood swings. The boss isn't stupid.
McKinsey's data from last year: 60% of jobs have at least 30% of their tasks that can be AI-standardized. Notic

# Aave's "Massive Slippage" is Actually Quite Interesting
This Aave "massive slippage" incident is actually pretty interesting. Many people's first reaction was: did the protocol get hacked? Not really that dramatic—it's more like a "chain reaction" caused by liquidity + mechanism + market sentiment stacking together.
Here's roughly what happened—
A large trader executed an extremely massive transaction in an Aave-related pool, with a single transaction size close to tens of millions of dollars (visible on-chain data). The problem is: the pool's actual liquidity depth wasn't nearly as deep as

There is a statistic in the United States: the failure rate of veteran entrepreneurs is 30% lower than that of the general population.
Most people think that entrepreneurship requires creativity, passion, and the courage to go all in. But veterans bring a different set of skills: processes, discipline, and tolerance for uncertainty.
The core of military training is not to make you smarter, but to enable you to make decisions with incomplete information. On the battlefield, there are no perfect solutions—only moments when you have about 70% confidence to act. This mindset transfer to entrep

Using an iPhone in China to activate eSIM is finally hassle-free—no more waiting in line at the carrier store!
1️⃣ The new iPhone 17e supports "AirDrop" transfer: just place your old iPhone (like an iPhone Air that only uses eSIM) nearby, and you can transfer the eSIM in a few steps.
2️⃣ You can also scan the carrier's QR code for instant activation, completely eliminating the need to visit the counter.
3️⃣ The 17e still features a physical SIM slot + eSIM dual solution, making it easy to switch numbers or carriers.
4️⃣ Following this trend, the iPhone 18 Pro/Max debuting this fall is likely t