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All Paid Courses (Free for First 4500 People). 𝗣𝗮𝗶𝗱 𝗖𝗼𝘂𝗿𝘀𝗲 𝗙𝗥𝗘𝗘 (PART - 1) 1. Artificial Intelligence 2. Machine Learning 3. Prompt Engineering 4. Claude,Chatgpt,Grok 5. Data Analytics 6. AWS Certified 7. Data Science 8. BIG DATA 9. Python 10. Ethical Hacking (72 Hours only ) Like + RT + comment ' Drive ' Must Follow me so I can DM you.

I took the new AA-Briefcase scores from @ArtificialAnlys (basically having the AI do multi-week consulting gigs with a lot of complexity) and graphed the frontier curve for open and closed models: 1) Surprise, rapid gains! 2) The open weights gap is clear

🚨SlowMist TI Alert🚨 AIDC token on BSC has been exploited. 💸 Loss: 220.12 WBNB (~$120929.35) 🔍 Root Cause: AIDCToken's `_sellTransfer()` accumulates a 30% burn amount without deducting it from the seller. Subsequently, any non-Pair transfer triggers `_executeAccumulatedBurn()`, which incorrectly burns tokens from the `uniswapPair` balance instead of the seller. After burning, `sync()` is called, artificially deflating the AIDC reserve in the AMM, allowing the attacker to drain WBNB. 📌 Attacker: 0x89eb2c99e970d831525c7a52badc290afa116b63 📌 Victim: 0x2725033282b3bd4be8873b7f0f622c18e3b7cbd8 (Pancake V2 AIDC/WBNB Pair) 📌 Vulnerable Contract: 0x5021d71859f81b4c905b573591db8f9cc4a0c6fe (AIDCToken) The attacker exploited a flawed burn mechanism where sell-induced burn debt is wrongly imposed on the liquidity pool, enabling repeated reserve manipulation and a final swap that drained nearly all WBNB from the Pair. Powered by #SlowMist#.AI

CZ said Binance offers "the best liquidity in the world" for consumer protection. He's right. But let's talk about WHERE that liquidity comes from. It comes from retail getting rekt on Binance Launchpad. Since 2019, Binance has launched 60+ projects. The narrative is always the same: Binance vets the project, lists it at launch, and retail piles in. Binance becomes the gatekeeper of "credibility." But here's the part CZ doesn't mention. The Lazio Fan Token (LAZIO) launched October 2021 at $1.00 on Binance Launchpad. Private investors got in at $0.10. Binance announced it. Retail FOMO'd. Price hit $26.75 in 48 hours. Retail thought they were early to something Binance blessed. Fast forward to today. LAZIO trades at $0.65. That's a 97.5% loss from the peak. Retail never stood a chance. Alpine F1 Team (ALPINE)? Same blueprint. Launched Feb 2022 at $1.00. ATH $11.29. Current price: $0.42. Down 96%. The token was delisted from Bitget in Feb 2026 due to zero trading volume just dead weight. But here's where it gets darker. Binance Launchpad isn't a bug. It's the business model. 1) Binance identifies a hype narrative (sports fan tokens, move-to-earn, etc) 2) Binance vets the project (gives it institutional credibility) 3) Private/VC investors get massive allocations at $0.001-$0.10 4) Launchpad subscription creates artificial scarcity ("hard cap" per user) 5) Retail buys at $1.00 thinking Binance wouldn't list garbage 6) Token pumps 10-100x in first week (retail euphoria) 7) Vesting schedule unlocks over 12 months (insiders exit) 8) Token declines 90-99% over next 24 months (retail holds bags) 9) Binance collected trading fees on every step of the decline The liquidity CZ brags about? It's built on retail extraction. Let's look at the pattern across Launchpad: - STEPN (GMT): Launched at $0.01, peaked at $4.11 (411x), now bleeding lower - Open Campus (EDU): 33x peak, now declining - Space ID (ID): 41x peak, now sliding - Hooked Protocol (HOOK): 41x peak, lost 90%+ since ATH - Arkham (ARKM): Only 16x at peak in 2023 (falling returns as the grift gets known) Notice the trend? Earlier projects had bigger peaks (because retail still believed). Recent ones are smaller. Why? Because the market is learning that Binance Launchpad = slow-motion rug pull. But retail is trapped. Binance has 100M+ users. Binance has regulatory licenses. Binance is THE credibility anchor. When Binance lists something, retail thinks "this must be vetted, this must be safe." It's not. It's the opposite. The vetting isn't for retail protection. It's for Binance's protection. Binance ensures the project won't implode in week 1 (that would hurt Binance's brand). But they don't care if it implodes in month 12. The damage is already extracted. Here's what "consumer protection" actually means in the Binance universe: - Deep liquidity pools (so Binance profits from every trade) - IEO credibility (so retail trusts the listing) - Vesting schedules published (so insiders can front-run the dumps) - No accountability for post-launch performance (so Binance faces zero liability) Retail thinks liquidity = safety. It's the opposite. High liquidity on a scarcity pump = maximum extraction efficiency. Compare Binance Launchpad to actual consumer protection: - SEC-regulated IPOs: Lock-up periods for insiders are EQUAL to retail - Traditional venture: Downside protection, governance rights, legal recourse - Binance Launchpad: Insiders get $0.10 pricing, retail gets $1.00, both tokens identical = wealth transfer complete The 60+ projects Binance has launched since 2019 represent billions in retail wealth extraction. LAZIO alone = $26.75 ATH on a $1.00 launch = $26.75B market cap at peak. The fact it's now $0.65 doesn't erase the fact that retail lost 97% while Binance kept the trading fees. CZ's statement about "the best liquidity in the world" is technically true. But it's like bragging about having the best highway system while running tolls that siphon wealth from drivers. The liquidity exists to serve extraction, not protection. The real consumer protection would be: - Identical vesting schedules for all token holders (no insiders first) - Binding lock-up periods (prove you believe in your own project) - Performance clawback clauses (if the token dumps 90%, insiders pay retail back) - Regulatory disclosure (project financials, insider allocations, exit plans) Binance offers none of this. Because that would kill the model. The model is: - Build hype through Binance credibility - Capture retail FOMO - Execute insider exit - Repeat Liquidity is the tool. Extraction is the goal. So when CZ says Binance offers "the best consumer protection," what he means is: Binance offers the most efficient wealth extraction vehicle the crypto world has ever seen. And the liquidity is so good, retail can watch their investment die in real-time on every refresh. That's not protection. That's the grift, just wrapped in institutional packaging. The Lazio Token didn't fail because it was a bad project. It failed because the Binance Launchpad model requires failure. Insiders need to exit. Retail needs to hold bags. Binance needs trading volume on the decline. The ecosystem needs constant new projects to pump and dump because the old ones are dead. It's a machine. And it's working exactly as designed. Binance isn't protecting users from bad liquidity. Binance is using liquidity to protect itself from accountability.

BREAKING: The Trump administration has asked OpenAI to delay the broader release of its upcoming powerful artificial intelligence GPT-5.6 model. The request came from the White House's Office of the National Cyber Director and Office of Science and Technology Policy. The U.S. government asked OpenAI to initially release GPT-5.6 only to a small group before a broader release. The White House wants additional testing and will grant GPT-5.6 access only to 20 government-vetted partners during a limited rollout. The move comes after the administration ordered Anthropic to suspend access to its Fable 5 and Mythos 5 models and restricted access for foreign nationals over cybersecurity concerns.

Unlocking the secret to boosting large language model (LLM) performance by 20% fast starts with understanding how to clean your training data smarter, not harder.  —  @meisshaily #artificialIntelligence# #Tech# #TechNews# #Technology# #LLM#