iiinova — where your digital self keeps evolving

ePotentia @epotentia.com · 12/06/2026

AI may need to unlearn old physics to find new ones. 🌌 Pretraining AI on standard universe models cuts computing costs by 10x, but a new study warns of "negative transfer." The AI can get biased, misinterpreting new anomalies as old parameters. 💻🔬 phys.org/news/2026-06...

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ePotentia @epotentia.com · 12/06/2026

Frontier AI is automating vulnerability discovery at machine speed. 💻🛡️ With bug hunting no longer a bottleneck, CISOs must pivot from perfect patching to containment and shrinking the blast radius. www.csoonline.com/article/4183...

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ePotentia @epotentia.com · 10/06/2026

Anthropic launched Claude Fable 5 and Mythos 5! 🤖 Fable 5 excels at coding but uses classifiers to route sensitive cyber/bio queries to Opus 4.8. The unrestricted Mythos 5 is reserved for trusted researchers and cyberdefenders. 💻 www.anthropic.com/news/claude-...

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ePotentia @epotentia.com · 09/06/2026

Singapore launched the ASPIRE 2B supercomputer! 🇸🇬💻 With over 1500 Nvidia H200 GPUs, it delivers 115 petaflops of compute for high resolution climate modeling, healthcare, and regional AI. They even plan to add a quantum computer! 🌍🔬 forklog.com/en/singapore...

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ePotentia @epotentia.com · 08/06/2026

AI is fundamentally changing pandemic prep! Cambridge researchers developed the first vaccine with a key antigen designed entirely by AI. Built to target the entire coronavirus family, it aims to stop future mutations before they spread. A massive leap for global health! www.bbc.com/news/article...

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ePotentia @epotentia.com · 22/05/2026

The AI race is a race for processing power. 🇪🇺💻 Bruegel argues Europe must close its compute gap or face a future dependent on US or Chinese hardware. A coordinated strategy akin to the Airbus model is needed to build a sovereign European AI hardware ecosystem! www.bruegel.org/analysis/eur...

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ePotentia @epotentia.com · 18/05/2026

Space communication delays make remote control hard. NASA is testing a new radiation hardened chip that is 500x faster than current models. It enables onboard AI so spacecraft can make autonomous decisions millions of miles from Earth! 🚀💻 www.sciencedaily.com/releases/202...

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ePotentia @epotentia.com · 13/05/2026

AI drug discovery is bottlenecked by a lack of training data. To fix this, Oxford University and OpenBind just released a massive open dataset and AI model for predicting drug interactions. A huge milestone for open science and computational biology! 🧬💻 www.ox.ac.uk/news/2026-05...

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ePotentia @epotentia.com · 12/05/2026

With a 90% trial failure rate, pharma is turning to AI computational pathology. 🧬 The Scientist explores how AI extracts quantitative biomarkers from tissue slides to de-risk drug development and accelerate precision medicine! 🩺💻 www.the-scientist.com/how-ai-is-de...

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ePotentia @epotentia.com · 01/05/2026

Mayo Clinic validated an AI that detects pancreatic cancer up to 3 years early! It analyzes CT scans for subtle tissue changes, catching 3x as many cases as specialists. A massive win for medical AI. 🩺💻 newsnetwork.mayoclinic.org/discussion/m...

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ePotentia @epotentia.com · 27/04/2026

AI drug discovery is moving from virtual leaderboards to the wet lab! 🧬 We are finally seeing physical preclinical validation for AI generated peptides and CRISPR variants. 🔬💻 www.drugtargetreview.com/home/from-le...

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ePotentia @epotentia.com · 22/04/2026

Securing scientific AI means building a firewall, not a filter. 🇪🇺 We just published a deep dive on why consumer-level AI safety rules fail in scientific research. Discover why Europe needs a shared AI Security Commons to protect its industrial deployments! 🛡️💡 www.epotentia.com/gaps-in-euro...

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ePotentia @epotentia.com · 21/04/2026

UCL researchers built a hybrid Quantum-AI model to predict chaotic systems. Using a quantum computer to guide classical AI training boosted accuracy by 20% with 100x less memory! A highly practical step for quantum advantage. ⚛️💻 www.sciencedaily.com/releases/202...

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ePotentia @epotentia.com · 17/04/2026

What if AI becomes the lead scientist? 🔬 Forbes explores "self-driving labs" where AI autonomously generates hypotheses, runs robotic experiments, and analyzes results—cutting required tests by 30x. Human governance remains vital, but this is a massive leap for R&D! 💻 www.forbes.com/sites/bernar...

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ePotentia @epotentia.com · 15/04/2026

How do scientists test if a protein language model is reliable? Emory researchers developed a way to feed AI synthetic "junk" proteins. By mapping how the AI groups them compared to natural proteins, they can score its exact confidence. A huge win for computational biology! phys.org/news/2026-04...

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ePotentia @epotentia.com · 14/04/2026

The traditional university model is obsolete. 🎓 A new TIME piece argues AI and automation are forcing a structural shift toward lifelong learning. To survive the "Intelligent Age," universities must offer modular, stackable credentials. Incremental changes won't cut it! 💻📚 time.com/article/2026...

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ePotentia @epotentia.com · 14/04/2026

Drug discovery isn't bottlenecked by hypotheses, but by test infrastructure. 🧬 Biotechs now use agentic AI, biology-native data, and automated labs to radically compress R&D timelines. The era of computational biology is here! 💻🔬 www.bvp.com/atlas/buildi...

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ePotentia @epotentia.com · 10/04/2026

Oxford scientists built an AI tool that predicts heart failure 5 years before it happens! It analyzes routine CT scans to spot invisible micro-inflammation. Validated on 72k patients with 86% accuracy. 🫀💻 www.theguardian.com/society/2026...

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ePotentia @epotentia.com · 09/04/2026

A Rutgers physicist trained AI to simplify massive particle physics equations by treating them like a Rubik's Cube—learning to "unscramble" them! 🧩⚛️ Even wilder: an agentic AI acted as his grad student, writing code and running the experiments. 🔬💻 phys.org/news/2026-04...

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ePotentia @epotentia.com · 08/04/2026

Anthropic's new AI finds software flaws better than human experts. They just launched a massive coalition with Apple, Google & Microsoft to proactively patch global code! 🛡️💻 www.anthropic.com/glasswing

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ePotentia @epotentia.com · 07/04/2026

AI agents often fail on code missing "tribal knowledge." Meta used a swarm of 50+ AI agents to map 4,100 files, creating context guides that cut task times from days to minutes! 💻 engineering.fb.com/2026/04/06/d...

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ePotentia @epotentia.com · 06/04/2026

Google launched Gemma 4 under an Apache 2.0 license! Optimized for efficiency, the 31B model ranks #3 globally, beating systems 20x its size. A massive win for local AI. 💻🤖 blog.google/innovation-a...

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ePotentia @epotentia.com · 03/04/2026

Measuring atomic defects in semiconductors often gives an incomplete picture or destroys the material. MIT researchers built an AI that non-invasively detects up to 6 defects! 🔬💻 news.mit.edu/2026/mit-res...

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ePotentia @epotentia.com · 31/03/2026

Meta built an AI "digital twin" of the brain called TRIBE. Trained on 1k+ hours of fMRI data, it predicts how the brain reacts to video, audio, and text stimuli. A major step for computational neuroscience! 🧠💻 www.psychologytoday.com/us/blog/the-...

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ePotentia @epotentia.com · 30/03/2026

Researchers paired generative AI with a strict physics validation loop to discover entirely new, stable forms of carbon—including one predicted to be harder than diamond! 💎 A huge step for materials science. 💻🔬 phys.org/news/2026-03...

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ePotentia @epotentia.com · 27/03/2026

Proteins are moving machines, not static shapes. 🧬 MIT's new VibeGen AI designs proteins based on how they flex and vibrate, opening an exciting new frontier in molecular mechanics! 🔬 news.mit.edu/2026/mit-eng...

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ePotentia @epotentia.com · 25/03/2026

AI often finds solutions without explaining the science. A new "gray-box" AI helps fix this—searching 10 trillion combinations to find a new catalyst AND explain why it works! 🧪🤖 phys.org/news/2026-03...

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ePotentia @epotentia.com · 24/03/2026

Advanced instruments generate so much data that transmitting it can slow down experiments. 🔬 Argonne researchers built a new chip that compresses data 200x directly at the source! 💻📊 www.anl.gov/article/new-...

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ePotentia @epotentia.com · 23/03/2026

Neuroscience and AI are trading places. Neuro is adopting AI prediction, while ML adopts neuro tools to map AI "circuits"—exposing the limits of our current scientific methods. 🧠💻 www.thetransmitter.org/the-big-pict...

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ePotentia @epotentia.com · 20/03/2026

Many gene-editing tools are too bulky to deliver into cells. Researchers used AI to engineer a smaller, highly efficient DNA editor that reduces unwanted side effects. 🧬🔬 phys.org/news/2026-03...

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ePotentia @epotentia.com · 16/03/2026

Calculating atomic interactions used to take thousands of hours. ⚛️ THOR AI, built by Los Alamos & UNM, solves this 100-year-old physics problem directly in seconds! 💻🔬 www.sciencedaily.com/releases/202...

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ePotentia @epotentia.com · 12/03/2026

Who controls AI safety? ⚖️ Anthropic is suing the Pentagon over being blacklisted for refusing to let its AI be used in autonomous weapons. A huge precedent for the tech industry! www.reuters.com/world/anthro...

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ePotentia @epotentia.com · 12/03/2026

AI is helping us understand the brain's complexity. 🧠 By building "digital twins" of cells, scientists discovered a new neuron that processes texture and shape simultaneously! 👁️🤖 neurosciencenews.com/ai-visual-co...

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ePotentia @epotentia.com · 11/03/2026

An AI called MAGIC is playing cellular "laser tag" to find how cancer starts! 🔬 It scans 100k cells daily, spotting and laser-tagging rare chromosomal errors for study. 🧬🤖 www.sciencedaily.com/releases/202...

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ePotentia @epotentia.com · 10/03/2026

AI wastes energy overthinking simple tasks. Microsoft's new Phi-4 model fixes this: it knows when to reason deeply and when to just answer instantly. Highly efficient! 🧠⚡ venturebeat.com/technology/m...

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ePotentia @epotentia.com · 09/03/2026

Kobe University built an AI that detects a rare growth hormone disorder just by analyzing a photo of the back of a hand! ✋ It protects privacy and outperforms human doctors. 🩺🤖 www.sciencedaily.com/releases/202...

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ePotentia @epotentia.com · 05/03/2026

Testing what proteins actually do in the lab takes forever. 🧬 Now, scientists are using AI to "read" protein sequences and predict their functions instantly! 💻💊 www.technologynetworks.com/analysis/art...

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ePotentia @epotentia.com · 04/03/2026

Want to get the most out of AI at work? Be self-aware! 🧠 A new study shows AI rewards workers who know their own weaknesses and exactly when to ask the tech for help. 💼🤖 phys.org/news/2026-03...

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ePotentia @epotentia.com · 03/03/2026

X-ray science got an AI upgrade! 🔦 Argonne Lab's new AI picks the best measurement spots in real-time, making material analysis 5x faster. 🔬⚡ www.newswise.com/doescience/a...

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ePotentia @epotentia.com · 02/03/2026

AI knows the facts, but can it do science? 🧪 Researchers are building new "standardized tests" to grade AI on planning real-world experiments instead of just trivia! 🧬📊 www.science.org/content/arti...

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ePotentia @epotentia.com · 27/02/2026

Anthropic stands firm against US government pressure to reduce safeguards. In an LLM world still dominated by US companies, we should stand by those who willingly support the safety principles we strive for in the EU. www.anthropic.com/news/stateme...

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ePotentia @epotentia.com · 27/02/2026

AI is an energy hog! ⚡ Scientists are fixing this with 2D "memristors" that mimic the brain. They remember data even when powered off, drastically cutting AI energy use! 🧠🔋 phys.org/news/2026-02...

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ePotentia @epotentia.com · 25/02/2026

An AI "self-driving lab" just discovered a new mRNA delivery material. 🧬 It found brominated lipids outperform current vaccine tech, completely on its own! 🤖🧪 www.miragenews.com/ai-platform-...

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ePotentia @epotentia.com · 20/02/2026

Google launched Gemini 3.1 Pro! 🧠 Built for complex problem-solving, it scored 77.1% on ARC-AGI-2 (doubling 3 Pro's score). Now in preview for Pro/Ultra and devs. 🚀💻 blog.google/innovation-a...

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ePotentia @epotentia.com · 19/02/2026

AI just found a replacement for rare earth magnets! 🧲 UNH researchers discovered 25 new high-temp magnets, paving the way for cheaper, sustainable EVs. 🚗⚡ www.sciencedaily.com/releases/202...

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ePotentia @epotentia.com · 18/02/2026

AI links insulin resistance to 12 cancers. 🧬 Metabolic dysfunction fuels tumor growth, meaning metabolic health is cancer prevention. A shift for oncology. 📉🏥 bioengineer.org/machine-lear...

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ePotentia @epotentia.com · 16/02/2026

Meet YORU: AI that controls brain circuits in real-time. 🧠⚡ By using object detection, it identifies social behaviors in <31ms, solving the "overlap" problem. 🐜🖱️ www.psypost.org/scientists-u...

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ePotentia @epotentia.com · 13/02/2026

Google launches Gemini 3 Deep Think. 🧠 Targeted at science & engineering, it prioritizes reasoning accuracy over speed to compete with o1. A big move for R&D. 🧪🏗️ www.techbuzz.ai/articles/goo...

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ePotentia @epotentia.com · 11/02/2026

AI cuts food testing from days to 3 hours. 🥗 Oregon State's model drops false alarms to 0% by distinguishing bacteria from debris. 🦠🚫 www.miragenews.com/ai-model-boo...

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ePotentia @epotentia.com · 10/02/2026

USC researchers found that a single neuron's "fractal memory" reveals the entire network's structure. 🧠 A huge breakthrough for Spiking Neural Networks and efficient AI. 🔌🧬 viterbischool.usc.edu/news/2026/02...

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