Mahyen

Perpolator is alive🙌

instead of watching 2 hours of Netflix tonight, watch this 40-minute masterclass from the founder of a $20B China AI company it's the clearest explanation I've seen of how Agent Swarms and AI systems actually work at scale useful whether you've never built an agent in your life or have been using Claude every day for the past year I took the key ideas and turned them into a practical guide on how to actually build with Kimi find it below

Anthropic CEO after watching a $20B Chinese AI founder hand out the exact architecture that beats Claude for free in 40 minutes

@DrPraveenwrites @RJ_Balaji He is one piece of sht

RJ Balaji is a selfish scum-eating gutter worm! @RJ_Balaji This guy turned himself into a full-time political pundit from 2017 to 2021, raising his voice for anything and everything under the sun. But from 2021 to 2026, he was nowhere to be seen when Tamil Nadu was grappling not just with corruption, but also with drugs, rape, gang rape, child abuse, murders, repeated disaster mismanagement, blatant nepotism, family politics, political killings, scam after scam, media manipulation, and countless other issues. Absolute silence! Perhaps his food was being delivered straight from the DMK’s septic tank? And now, suddenly, he is back crying, moralizing, and trying to promote his film. What a selfish piece of scum!

@cryptomanran Atleast some good news to remove the ponzi flavor stain

@DriftProtocol But how long to wait? 8 years?

Clarification: Users are able to redeem at any time after redemption opens; however, early redemption occurs at a discount to the full claim value as users receive a pro-rata share of the current pool. Holders who wait may benefit from a higher recovery price as the pool continues to grow.

🚨 A junior at Jane Street reportedly landed a $220K–$600K role because he used AI to analyze trillions of data points faster than most teams ever could. In this 1-hour lecture, he breaks down the exact system behind it: • how he researches massive datasets • how AI finds patterns humans miss • how his machine turns raw data into decisions • how you can apply the same thinking yourself Skip Netflix tonight. Watch this instead. One hour could completely change how you think about research, AI, and opportunity.

@APompliano What a human!! 🫡🫡🫡 Bravery award

This is incredible. An active shooter walked into Pauls Valley High School last week, but the principal tackled the shooter and disarmed him before he could harm any students. Heroes walk among us.

@DivergSec Atlast someone with worth a message. Priceless digs

14/ WHAT HAPPENS NEXT We continue to work with the following: - The Drift team and their legal counsel - Chainalysis (confirmed engaged) - Relevant law enforcement agencies We will continue monitoring attacker wallet activity and will share updates as the situation develops and as we're cleared to disclose more. If you have information, contact @DriftProtocol directly. @DivergSec

7/ Our analysis of the attack timeline shows the attacker's infrastructure wallet funded one of the compromised signing keys with gas — minutes before that key executed the critical Squads transaction that changed Drift's admin.

1/ We've spent the last ~16 hours conducting an independent forensic investigation into the @DriftProtocol exploit. We are limited on what we can share publicly while we work alongside the Drift team and relevant authorities on the ongoing recovery effort. Here's what we can say. Built with @DivergSec

NASA's Artemis II has successfully launched

@iarlacrewe If we manage to recover the fund! then its gonna be massive win for whole crypto industry

Updates on the Drift exploit as they come in: - The attacker appears to have changed the admin keypair on the protocol (which requires multiple signers through Drift's Squads multisig) - They then created a new spot market on the main lending pool, using a fake token and oracle - After depositing this token with a propped-up value, they were able to use it as collateral to borrow unlimited amounts of other tokens from the main lending pool without hitting Drift's margin requirements - The funds were withdrawn through Backpack (which means the attacker should be KYC'd) and then bridged to EVM

Drift Protocol is experiencing an active attack. Deposits and withdrawals have been suspended. We are coordinating with multiple security firms, bridges, and exchanges to contain the incident. This is not an April Fools joke. We’ll provide additional updates from this account as more information is available to share.

SOMEONE MADE A COPY OF CLAUDE CODE'S LEAKED SOURCE CODE ON GITHUB IT ALREADY GOT 9K STARS IN 2 HOURS! github.com/instructkr/cla…

Claude code source code has been leaked via a map file in their npm registry! Code: …a8527898604c1bbb12468b1581d95e.r2.dev/src.zip

In 2019, MIT professor Patrick Winston gave a legendary 1-hour lecture called “How to Speak.” It has 18M+ views for a reason. His frameworks: • Your ideas are like your children • The 5-minute rule for job talks • Why jokes fail at the start 15 lessons on communication:

this is ↓      ↓← ← ← ← ← ↓      ↓      ↑ ↓      ↓        ↑ → → → → → → your sign        ↓        ↓        ↓ to enable 2FA 🔒

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm. Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks. Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages. Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.

for folks who keep asking, here's how to setup @openclaw on AWS for $20 a month.... quickly

OPENCLAW IS GETTING OUT OF CONTROL. THIS GUY $242,328 BEFORE EVEN LAUNCHING THE SECOND OPENCLAW INSTANCE, THIS HOW YOU CAN TOO