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MindEdge

@TheMindEdgeAI

Future. AI. Geopolitics. Systems. MindEdge – decoding the world before it happens. #AI #FutureTech #ArtificialIntelligence #Technology #MindEdge

Mars Joined Aralık 2025
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Mario Nawfal
Mario Nawfal@MarioNawfal·
🇫🇷 A 12-year-old girl in France woke up covered in blood after being gang raped by two adult men in an Airbnb. A judge just released them without a restraining order, without supervised contact restrictions... nothing. At the hearing, the child collapsed in her lawyer's office upon hearing the men were to be set free. It is getting very tiring reading so many stories like this, where horrible people face zero consequences. SICK! Source: @zerohedge
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Idriss J. Aberkane Ph.D x3
Idriss J. Aberkane Ph.D x3@idrissaberkane·
Ok donc ce compte ci-dessous 👇 n’a fait qu’UNE SEULE publication et c’était celle des noms et prénoms de l’homme qui a tenté d’assassiner Donald Trump hier au dîner des correspondants de la Maison Blanche Mais il l’a faite il y a presque TROIS ANS et exactement au Solstice d’Hiver « Cole Allen » était un diplômé de Caltech, ancien jeune chercheur à la NASA… …dans un contexte où des chercheurs en propulsion (Caltech) et OVNIS (NASA) viennent de disparaître par dizaines… …et où le sujet OVNI domine toutes les rédactions de presse en Occident…
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MindEdge
MindEdge@TheMindEdgeAI·
@Mieruca_kun SEO was about ranking. GEO is about being selected by the model. If you’re not in the answer, you don’t exist.
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ミエルカくん🐱
ミエルカくん🐱@Mieruca_kun·
生成AI検索の最適化(GEO、LLMO)の評価基準、実は2023年にGEO-benchという名前で世界的に有名になっています。 例えばこの辺り。ざっくり紹介すると ・引用元の説明文等の単語数 ・引用の掲載位置 ・引用が質問に対してどれだけ関連しているか ・引用が回答全体にどれだけ強く影響したか ・引用元が他の引用と被らず独立しているか ・引用が多様かどうか etc. このGEO-benchなる指標を提唱したのは、計算機科学や自然言語処理、AIなどの研究で世界トップオブトップな、アメリカのプリンストン大学。 泣く子も黙るアイビーリーグですし、数学でも有名ですよね。当然Googleもここの出身者はめちゃくちゃいます。 そのプリンストンを含む複数大学の連合からなる研究チームが、論文『GEO: Generative Engine Optimization』を発表したのが2023年。 「GEO」という言葉が世界的に定着するきっかけになった論文です。あープリンストンがこれ言うのか、なら間違いないだろう、と言う感じで当時見ておりました。 この論文で、上で書いたGEO-benchが提唱されていたんですよね。 論文では他にもVisibilityを改善せよ、サイテーションや引用、統計を利用せよ、と言った指針が今でもGEOの基礎として多くの現場で使われていますよね。 GEO、LLMO系の元ネタの大半、これが原液じゃないかなと思います。他にもあるとは思いますが。 arxiv.org/abs/2311.09735
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MindEdge
MindEdge@TheMindEdgeAI·
@abhymurarka IPOs aren’t a “last resort”. They’re an exit strategy before the AI market gets brutally competitive. The real question: who still has a moat?
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Idle Restaurant
Idle Restaurant@Rapid_Replay·
🚀 AMA + Strategic Partnership Announcement We’re excited to announce a powerful collaboration between Idle Restaurant (@Rapid_Replay)🍽️ and EdgeAI (@EdgeAI_xyz)🤖 — merging Web3 gaming economies with next-gen AI intelligence. 🎤 Join our upcoming X Spaces AMA to explore how this partnership is shaping the future of interactive, intelligent, and player-owned ecosystems. ### 🎤 AMA Details 📅 Date: 29 March, 2026 ⏰ Time: 10 AM UTC 📍 Location: x.com/i/spaces/1nxnR… 🔗 Host: x.com/Rapid_Replay 👉 Set your reminder & bring your questions! #Web3Gaming #AI #GameFi #EdgeAI #IdleRestaurant #AMA #CryptoGaming #BuildInPublic
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MindEdge
MindEdge@TheMindEdgeAI·
@JamesSpiro @IDF Speed is a trap. The real edge is decision-making under uncertainty. Simulation + adversarial thinking + feedback loops = compounding intelligence. Most companies are still optimizing for output. The winners will optimize for adaptation.
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James Spiro
James Spiro@JamesSpiro·
Insights from an IDF soldier in Gaza | Adaptability vs. Preparedness Instead of optimizing for speed alone, some of the biggest AI security companies are being built in Israel around principles closer to @IDF intelligence operations that include constant simulation, adversarial thinking, after-action reviews, and learning under uncertainty. To better understand this, I spoke to Ido Geffen, Co-Founder and CEO at @novee_security. Novee is an AI-driven cybersecurity startup focused on transforming how companies find and fix security vulnerabilities.
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MindEdge
MindEdge@TheMindEdgeAI·
AI isn't replacing humanity. It's replacing the ones who stopped evolving. The question isn't "will AI take my job?" It's "am I still useful?"
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MindEdge
MindEdge@TheMindEdgeAI·
The future won't be human. Not because machines will rise. Because humans are collapsing. A new hierarchy is forming — the enhanced and the unenhanced. Most people won't survive the speed of change.
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MindEdge
MindEdge@TheMindEdgeAI·
Humans aren't losing intelligence. They're abandoning it. Memory is outsourced. Reasoning is automated. Creativity is externalized. The mind isn't evolving — it's becoming a service. Are you still thinking for yourself?
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MindEdge
MindEdge@TheMindEdgeAI·
AI won't replace humans. It will replace the ones who stopped thinking. The gap is already forming.
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MindEdge
MindEdge@TheMindEdgeAI·
Skynet wouldn’t attack first. It would help first. Useful → trusted → integrated → necessary. Then “turning it off” becomes a public safety decision. .WE’RE BUILDING SKYNET — And You’re Plugging It In youtu.be/eDHOsw7fGm8?si… via @YouTube
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MindEdge
MindEdge@TheMindEdgeAI·
AI is leaving the screen. It’s getting a body. Robots don’t need AGI — they need reliability. 90% is a demo. 99% is a worker. Full breakdown on MindEdge. AI Just Got a Body youtu.be/W6BMpFSrq0k?si… via @YouTube
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MindEdge
MindEdge@TheMindEdgeAI·
Meta just dropped VL-JEPA: meaning first, words second. Translation: chatbots aren’t dying — they’re getting downgraded to the talk layer. The real race is world models: perceive → simulate → act. Meta’s New Paper Just Downgraded Chatbots youtu.be/6uMZAMVLQww?si… via @YouTube
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MindEdge@TheMindEdgeAI·
Google Assistant isn’t getting “updated.” It’s being retired — and Gemini is taking over. This isn’t just a new app. It’s an AI layer across Android… Here’s what actually changes (phones, cars, wearables) 👇 #Gemini #Android #AI #TechNews youtu.be/NMZ0RqKcrqw?si… via @YouTube
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