Sandhya Mishra

Master Python In 15 Days 📚 Get Absolutely Free 🤩 Simply 👇 1 . Follow [So I Can Dm You] 2. comment " Python" 3. Repost #SQL #DataScience #courses

Billions of $$ raised to generate images, and none of them let you actually edit what you get. You type a prompt, get something close, try to fix one thing, and the whole image regenerates. Now 50% of what was working is gone. So you prompt again. And again. Stuck in prompt doom loops, burning tokens every single time. The output is always a flat PNG, limiting what you can do with it. @world_lica actually reads your image and breaks it into structured, editable layers. You go in, change what you need to change, and everything else stays exactly where it was. Route each layer to the right model or a capable human. You don't need to regenerate from scratch or pay the token tax to fix a font color. Enterprises publishing creatives across site, social, and email are already using Lica to own their model and own their output. We're grateful to be supported by @Accel, @amasad, @snsf, @southpkcommons, @villageglobal, and @pirroh to build the editing layer that AI image gen has been missing. Want early access? Check the next thread below.

Is AI being designed to fail? Everyone talks about reasoning. But when given a task, the AI isn't reasoning the way you might expect. It looks at your input, finds the closest match it's seen before, and predicts the most likely next action. That process is called vector similarity search. It's genuinely powerful. It's also not the same thing as understanding what you actually meant. Think of a plumber who hears the word "leak" and starts pulling up floorboards before you've finished the sentence. He's not being careless. He's pattern-matching - that's exactly how he was trained. Your AI agent is doing the same thing. Context is the one thing that gets deprioritized when teams are racing to ship. But without it, you don't have an intelligent agent. You have a very fast guesser. Similarity ≠ relevance. How? Find out with the link in the comments ⬇️

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@smsandhya25 Read my previous posts. This topic is interesting to me.

🇭🇺Hungarian left is once again attempting to come to power with foreign - primarily Ukrainian assistance, just like their predecessors. Orbán's office accused 🇺🇦 intelligence of conducting an "unprecedented operation" in Hungary to help the Tisza party win the upcoming elections.

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Update: Ukraine's General Staff confirmed the ship at Vyborg's shipyard is the FSB patrol icebreaker Purga. The SSO also claimed the Ust-Luga gas plant strike. Meanwhile, the drone forces confirmed their participation in the attack on the Ust-Luga oil terminal. euromaidanpress.com/2026/03/25/ukr… 📹@DefenceU

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If this ends up looking anything like the final result, I will eat the printout of this chart on video, the same way how Matt Goodwin ate parts of his book live on air.

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🇦🇲🔥 In Yerevan, the former House of Culture of the KanAZ plant caught fire; the fire is still being extinguished. According to the press service of the Armenian Ministry of Internal Affairs, the fire alert was received by the rescue service at around 19:10 local time. Six firefighting and rescue teams are working on site, and the fire has been classified as level two in severity. 🚒🛑

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🚨SHOCKING: 🇭🇺 Orbán Viktor REVEALS Bill Clinton DEMANDED Hungary to go to War with Serbia. "Bill Clinton urged us to open a Second Front against Serbia in 1999. We REJECTED his request."

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Russian terrorists fired artillery at Yeline, Kostobobriv (Chernihiv); Novovasylivka, Chervone, Havrylova Sloboda, Prohres, Marchyshyna Buda, Bachivs'k, Koren'ok, Maluchyne, Brusky, Iskryskivshchyna, Volfyne (Sumy). –Armed Forces of Ukraine bulletin, 16:00, 25 March 2026

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I guess it’s not a good look for the ECB allowing Hungary to seize the victim, Ukrainian assets, while stalling seizing the assets of the aggressor, Russia. ft.com/content/71982d…

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One down. 3 to go.

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Putin changed his mind about ending the war Vladimir Putin reportedly considered ending the war in Ukraine and even replacing the chief negotiator with Igor Sechin, according to The New York Times. Before the escalation around Iran, pressure on the Kremlin was growing — the economy was weakening, and кадровые changes were being discussed. But after tensions in the Middle East drove oil prices up, sanctions pressure eased — and interest in negotiations sharply declined.

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If you want to know why socialist ideas are gaining ground, just look at American tech billionaires. Their relentless greed and total lack of self-awareness make them the greatest possible argument for the exact system they want to destroy

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🇭🇺🗳️ Hungary. Medián poll (March) Simulated parliament 👇 TISZA would reach a constitutional majority. Note: assuming 1 seat for the Roma minority based on its current number of registered voters.

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Hungarians are rejecting Orban's corruption, and instead supporting Magyar's Patriotism. The lead continues to widen!

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Another Patriots for Europe party—Denmark’s DF—notched a fantastic score just now! 🇩🇰🇩🇰🇩🇰

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Median Poll shows Tisza Party, led by Péter Magyar, leading by 23% over Orbán’s Fidesz. Median has one of the best track records in predicting Hungarian elections, correctly forecasting Orbán’s win in the last election Go Hungary 🇭🇺🇪🇺 For a free Hungary and a future together!

@BohuslavskaKate @PM_ViktorOrban Hey @BohuslavskaKate are you open for paid collaboration on your Twitter account?

Hey, Viktor @PM_ViktorOrban, check this out! Your precious russian oil is vaporizing! 🔥

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Now hungary will lose all EU funds. So you can fekk off to russia. Karma is real! Mark my words

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A week of centrist wins, Golob in Slovenia, Meloni’s referendum defeat, Le Pen’s high-water mark in French cities, is being read as proof the liberal centre holds. How complacent! This is less a centrist revival than the right caught on the wrong side of a geopolitical realignment it did not see coming. Sovereigntist parties that spent years performing anti-Brussels defiance now find themselves ideologically proximate to the very power coercing Europe. They cannot credibly lead European strategic autonomy, and their voters are beginning to notice.