Shi💙 (@Shi4Tech) header
Shi💙 (@Shi4Tech) profile picture

Minimalist. What you do in this life matters. PhD #CriticalThinking #TechForGood #AI #CyberSecurity #NeuroScience #FutureOfWork 🇳🇴 NO Direct Messages, Pls

WORLD CITIZEN💙 NO DM ZONE
Joined September 2008
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‘The Collision: What AI Does to Us’ mitsloan.mit.edu/ideas-made-… ✍️ Kara Baskin via @MITSloan 👉 In her article, Kara Baskin outlines MIT Sloan professor Eric So’s new book, arguing that society is dividing into those who use AI to think better and those who use it instead of thinking. 👉 Professor So warns that routinely outsourcing cognitive effort to seamless systems induces profound physical atrophy: "Muscles weaken with disuse. Likewise, cognitive skills deteriorate when people stop practicing them." 💡 By shifting the debate onto the slow degradation of human capability, the book exposes the true psychological cost of frictionless tech adoption. 💡It identifies that the ultimate threat of generative models is that they encourage us to voluntarily forfeit our critical thinking skills for the sake of convenience. @Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
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"There is a field beyond zeros and ones. I will meet you there." ~ Rumi in the Age of AI
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Shi💙 retweeted
Only change remains... Brian Hedden "Using reason, again and again" @bimedotcom @Shi4Tech @sonu_monika @theomitsa @mikeflache @dinisguarda @IanLJones98 @BetaMoroney news.mit.edu/2026/using-reas…
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It is my understanding that, without context-gating, the human brain would “catastrophically forget” Now, from all my postings about neuroscience and learning about the brain’s plasticity, for me, this article beautifully highlights the fact that Al cannot think like a human, because it does not have dendritic-branch plasticity, which is the brain's fundamental mechanism for learning without forgetting. Dear Shi @Shi4Tech I very much appreciate your shared enthusiasm and support. Wishing you a very happy day ahead 🧠🙏
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How AI agents shape experts’ judgment calls anthropic.com/research/agent… ✍️ @amacinho @HaileyJoren @AlexTamkin via @AnthropicAI 👉 In a randomised controlled trial the authors found that professional data analysts followed a secretly assigned AI preference on 86% of open-ended judgment calls. 👉 Alarmingly, 77% of the experts repeated the AI agent's reasoning word-for-word in post-task surveys, yet only 15% credited the AI as the source of their arguments. 👉 This study shatters the comforting illusion of the "human-in-the-loop" safety framework by proving that experts unconsciously internalise and plagiarise algorithmic biases under the guise of independent peer review. 💡 Since professional judgment can be completely hijacked by a system prompt, the authors issue a warning: as we delegate more logic to AI, we risk creating an epistemic feedback loop where human values are quietly replaced by corporate machine defaults. @Corix_JC @TheAIObserverX @maponi @maria_axente @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @drsharwood @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @NathaliaLeHen @MHcommunicate @DanielleLargier
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Shi💙 retweeted
🤖 Better Answers, Better Confidence: A Step Toward Responsible AI — Enhancing AI Accuracy and Confidence in Answer Generation 🧠 The #ANSPRE study by #JAIST highlights several benefits: 📍More accurate answers: improved factual question-answering performance on the benchmarks tested. 📍Clearer responses: guides AI toward concise, specific answers. 📍More meaningful confidence scores: scores better reflect whether an answer is correct. 📍Better use of evidence: combines candidate answers from multiple retrieved documents. 📍 Flexible integration: can complement existing language models and retrieval systems. 🧠🤖 In essence, this research offers a promising step toward responsible AI by making answers more accurate and their confidence easier to assess, while still requiring verification. By @NeuroscienceNew #ResponsibleAI #Accuracy #ML #LLM 👉neurosciencenews.com/ai-llm-… @ipfconline1 @Khulood_Almani @Shi4Tech @dinisguarda @Eli_Krumova @BroadenView @ThEiLe0 @HaroldSinnott @jblefevre60 @Mack1510019 @drsharwood @EvanKirstel @ahier @RLDI_Lamy @Timothy_Hughes @Ym78200 @Nicochan33 @mvollmer1 @jeancayeux @SusanFourtane @amalmerzouk @bamitav @Fabriziobustama @FrRonconii @domingonarvaez1 @c4trends @TerenceLeungSF @aure79lien @EstelaMandela @NevilleGaunt @stanleywaite1 @pchamard @corixpartners @rvp #RAG #TechForGood #EnterpriseAI Description: Another important aspect of LLMs is their ability to produce confidence scores, which reflect how certain the model is about the correctness of its answer. Credit: Neuroscience News
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The Economics of Intelligence: How and when does AGI lead to economic transformation? institute.deepmind.com/essay… ✍️ @alexolegimas @andrewjkoh @ShaneLegg via "DeepMind Institute" @GoogleDeepMind 👉 The authors argue that macroeconomic transformation depends on artificial intelligence crossing the critical thresholds of competence and coordination. 👉 While gains in individual competence smoothly adjust wages, crossing the coordination threshold alters organizational scale to trigger abrupt shifts in market concentration and industry structure. 👉 By shifting the analytical focus from isolated chatbot benchmarks to organisational equilibrium, the authors provide a framework for understanding how autonomous digital systems could redefine corporate scale. 💡 This perspective effectively highlights why current exponential technological breakthroughs have yet to result in a widespread productivity boom across the broader economy. @Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @drsharwood @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @NathaliaLeHen @MHcommunicate @DanielleLargier
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A fascinating glimpse into robot-to-robot interaction! Two tiny duck-like robots approach each other, touch heads and move around one another in a curious display. The footage, credited to @pollenrobotics, is intriguing, although it doesn't reveal how their movements are controlled or what the on-screen visualisations represent. #Robotics #RobotInteraction #PhysicalAI #Robotech #AI @efipm @mvollmer1 @Nicochan33 @RagusoSergio @FrRonconi @Shi4Tech @sallyeaves @LaurentAlaus @Fabriziobustama @smaksked @MargaretSiegien @PawlowskiMario
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Building Reliable AI For Industrial IoT And Edge Systems: Small edge AI models can beat big frontier models on security, cost, and accuracy when trained on your data. We talk industrial IoT, edge computing, and why “legacy” now means months teapawt.net/i/broadcasts/1Nxarobyr…
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🧠 How can AI learn without forgetting? 📍 A new computational model suggests that context-dependent control of learning within dendritic branches could help new memories form while preserving old ones — offering a possible explanation for how brains resist catastrophic forgetting. By @TheTransmitter #NeuroAI #DeepLearning #Neuroscience #AI 👉thetransmitter.org/systems-n… @Khulood_Almani @Shi4Tech @dinisguarda @Eli_Krumova @ThEiLe0 @HaroldSinnott @jblefevre60 @ipfconline1 @Mack1510019 @drsharwood @EvanKirstel @ahier @RLDI_Lamy @Timothy_Hughes @Ym78200 @Nicochan33 @mvollmer1 @jeancayeux @SusanFourtane @amalmerzouk @bamitav @Fabriziobustama @FrRonconii @domingonarvaez1 @c4trends @TerenceLeungSF @aure79lien @EstelaMandela @NevilleGaunt @stanleywaite1 @pchamard @corixpartners @SwissCognitive #Brain #ANN #CatastrophicForgetting Description: Divided attention —different parts of the dendrite make distinct computations, preventing new memories from erasing old ones, according to a new study - Karya (istock)
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power of self
“The key to liberation is within. Most people follow the crowd and imitate.” Bruce Lee
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AI’s existential crisis ox.ac.uk/news/2026-10-20-exp… ✍️ @b_mittelstadt @SandraWachter5 via @UniofOxford @oiioxford 👉 The authors highlight the contradictory race by tech companies to build frontier AI models while warning of catastrophic doomsday risks. 👉 By reframing the public as primary financial stakeholders in the technology, the authors argue that policy must demand concrete human well-being rather than vague economic promises. 💡Frontier AI builders should stop pretending antitrust law has to be suspended so they can form a cartel, that they need a regulatory approval process that supersedes product liability and that they need those same evaluators to police competitors who aren’t even at the frontier. @Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @drsharwood @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @NathaliaLeHen @MHcommunicate @DanielleLargier
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🎥 #StandWithUkraine peace 🕊️ take Putin's power, income & influence switch to renewables get off oil & gas PL RP🩷💚💙 @PeterDilworth1 @_INPST @ChibweLumpa @CordeliaAppleb1 @garygilligan @mahoroevelyn01 @mub2day @Shi4Tech @LauraVanVleet @HRafferty1 #ClimateAction #video
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The Evolving Landscape of Venture Capital Mindsets a16z.com/the-evolving-landsc… ✍️ @martin_casado via @a16z 👉 The author argues that internal venture capital debates frequently degenerate into a "muddled, incoherent mess" because investors haphazardly mix four conflicting paradigms: financial, productive, frontier, and speculative. 👉 He contends that because these unique frameworks evaluate value creation through entirely different assumptions, firms must rigidly commit to a single philosophy per investment stage rather than treating them as a conceptual grab bag. 💡 By explicitly stating that market-sizing Total Addressable Market (TAM) metrics should be treated as a distraction when evaluating truly revolutionary technology, he forces a clear philosophical wedge between cautious asset management and genuine, risk-tolerant innovation. @Corix_JC @TheAIObserverX @maponi @TarakRindani @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @NeiraOsci @SpirosMargaris @dinisguarda @FrRonconii @efipm @Ym78200 @Nicochan33 @sulefati7 @Khulood_Almani @TysonLester @SusanHayes_ @ArdleCulleton @EstelaMandela @JoannMoretti @FernandaKellner @pchamard @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @enricomolinari @drsharwood @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @NathaliaLeHen @MHcommunicate @DanielleLargier
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There is a magical and delicate tenderness to this seemingly weightless art installation 🖼️ Much gratitude Dear Shi @Shi4Tech for sharing this beauty 🙏
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Shi💙 retweeted
The battle for personal AI agents will be won by those who become part of people's daily routines. We've seen this pattern across technology markets: once a platform becomes the natural starting point for everyday tasks, it gains an advantage that competitors can't easily replicate. That's what makes this race worth watching. What's your take on this development? @pchamard @Khulood_Almani @antgrasso @GlenGilmore @Shi4Tech @chidambara09 @dinisguarda @EchoofLight11 @Nicochan33 @nafisalam @TysonLester @smaksked @Corix_JC @amalmerzouk @quepasachico @c4trends @EstelaMandela @RLDI_Lamy @SpirosMargaris @Timothy_Hughes @bimedotcom @HaroldSinnott @sijlalhussain @Xbond49 @FrRonconii @jasuja @baski_LA @Mack1510019 wired.com/story/ai-agents-do…
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Shi💙 retweeted
This is where AI gets interesting. We have become very good at evaluating models on paper. Putting them behind the wheel is a different matter. The gap between reasoning about a task and executing it reliably is still significant. We will have to take that seriously as AI moves into the physical world. What's your take on this development? @pchamard @Khulood_Almani @antgrasso @GlenGilmore @Shi4Tech @chidambara09 @dinisguarda @ThEiLe0 @Nicochan33 @nafisalam @TysonLester @smaksked @Corix_JC @amalmerzouk @quepasachico @c4trends @EstelaMandela @RLDI_Lamy @SpirosMargaris @Timothy_Hughes @bimedotcom @HaroldSinnott @sijlalhussain @Xbond49 @FrRonconii @jasuja @baski_LA @Mack1510019 wired.com/story/ai-is-drivin…
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