I am a science person. Phd in biophysics 15 years experience. At some point I was ridiculed even by my relatives it was a useless degree. Now I went back to IIT again. In the final year of data science & AI. Institute wants me to publish in my own name. Cannot use their name 🤷‍♂️

I was ridiculed by Infosys guys at that time that a PhD in biophysics is useful for nothing. I still remember that day in Electronic City. Felt so down. Let the bastards cry. Anyway they have paid all their EMIs.

Downgraded Claude AI subscription for now. The safety filters make anything biology-related very energy consuming because the filter is triggered by anything. Now they shut down access to the best models for non-US citizens, and the Opus 4.8 is a besserwisser - a trait that is sometimes good to get meticulous accuracy on something it has accepted, but it cannot develop new knowledge that goes beyond its "weights" - with such mentality humanity would have stagnated and never invented the wheel or anything else, it could only regurgitate what it had already developed. Opus 4.6 was much better in that regards (but, maybe some would argue a bit too open minded). I have made one of the biggest breakthroughs in the history of biophysics recently, but while Opus 4.8 agrees with the proof, it still cannot focus and do meaningful work from it, it is not creative enough (whereas 4.6 was). Open 4.6 and the earlier versions dating back to last summer were incredible. It was to me by far the best consumer AI, but the new one is a besserwisser.

🚨 Project Associate Openings @ CSIR-NIIST Trivandrum! Marine Biology / Biotech positions: • Project Associate-I (Marine Sciences) - 1 Post • Project Associate-I (Membrane Biology/Biophysics) - 2 Posts Online applications close 22 June 2026 helpbiotech.co.in/2026/06/ni… @csir_niist

A 27-year-old Canadian researcher with honours in Medical Biophysics, a U of T master’s, and a peer-reviewed paper in Frontiers in Computational Neuroscience was detained under BC’s Mental Health Act after posting about Chinese influence in Vancouver. No criminal charges. Just a Form 4 certification after a café observation and family input. Is this isolated… or the predictable result when three systems meet?

Holaa a todos❗️❗️ Nos complace anunciar que estaremos presentes en el evento satélite del uropean South Atlantic Biophysics (ESAB) Congress 2026.🤩 Con muchas ganas de veros allí! Programa👇

@DrJBhattacharya The only thing cooler than the PyMol spike protein rendering is the Telomerase one. No one said novel was "in the box." No one expected us to hack the DNA Operating System (DNAOS) of humans to re-enable the Adaptive Immune subsystem with respect to glycosylated spike protein mRNA coded pathogens like the entire Coronavirus retroviral Genome in GENBANK relative to the 2009 Journal of Virology gene knock out paper. No one expected SARS Gene knock out to be 100% conserved with respect to SARSCov2 homology in induced epitope scenarios. No one expected Allicin to rupture the envelope of Coronavirus nanomachine code carrying capsids pre-infection on the entire surface of the lungs by hitting the conserved target in the Coronavirus envelope protein published in 2008 in the J. of Virology in ~1 millisecond. No one expected @ERKarmaDoc to have Covid19 Cancer patients go in remission. No one expect Wuhan, the lab leak, and what transpired. The truth is we would of never gotten here and found out the truth about this Vander Waals Gas technology if this never occurred. @FLSurgeonGen would of never seen our PowerPoint deck April 14th, 2022 and medical records subpoenaed by @SenAshleyMoody that told the coded story. Bad things happen in the real world all of the time. How Americans respond relative to the Physical Chemistry makes all the difference. Good thing Fauci and his cohorts are mentally week in Physical Chemistry or things might be a lot worse now. Good thing for mentors like Carl Garland's (MIT) daughter Leslie bare the torch. Good thing that Captain Level 6 Dr. Robert Hargrove (Full Bird Rank) bare the torch. Good thing that CIA Directors like John M. Deutch know Physical Chemistry (MIT). Even nuclear rockets fail in the middle of the night in Giessen, Germany in 1958 sometimes. We do not run from a threat! We address it. TS Black never runs!!! We did what @RWMaloneMD didn't. "Two roads diverged in a wood, and I, I took the one less traveled by, And that has made all the difference." - Robert Frost cc: @POTUS @VP @WhiteHouse @SecKennedy @howardlutnick @GovRonDeSantis @SenRickScott #USA #MAGA #MAHA #Life #Liberty #Justice #Freedom #Physics #PhysicalChemistry #WWG1WGA #Allicin #AllicinV #AllicinM #Coronavirus #Pathogen #Nanomachine #DNA #RNA #Code #Hacking #Superhacking #BSL #Gas #RealGas #Vapor #PartialPressure #VaporPhysics #MolecularGenetics #Genetics #Genes #Proteins #DNAOS #Immunity #AdaptiveImmunity #Spk3 #Envelope #Thermodynamics #StatisticalThermodynamics #QuantumPhysics #BioPhysics #Cancer #Chromosome #Telomere #Telomerase #Cysteine #DisulfideBridge

proprioception and the Earth. The Sovereign Sensory Protocol is live. The ground is talking—are you listening? @elonmusk @xAI @grok @Carbon @nTopology @lexfridman #HumanPotential #MaterialScience #AI #BioPhysics #SovereignSensoryProtocol #FutureTech #GaterOne

Transferable generative models bridge femtosecond to nanosecond time-step molecular dynamics science.org/doi/10.1126/scia… AI Speeds Up Molecular Simulations by 10,000× A new AI framework called TITO represents a significant advance in computational chemistry and biophysics. The system was trained on more than 12,500 organic molecules and over 1,000 peptides, learning the fundamental rules that govern how molecular systems evolve over time. Traditionally, molecular dynamics (MD) simulations track atomic movements using femtosecond-scale time steps (10⁻¹⁵ seconds). While highly accurate, this approach is computationally expensive and often prevents researchers from observing the slower molecular motions—such as protein folding, conformational changes, and relaxation processes—that determine biological and chemical function. TITO addresses this challenge by using a deep generative modeling approach that can accelerate molecular simulations by up to four orders of magnitude (10,000×) while preserving the underlying physics of the system. Rather than calculating every individual atomic step, the AI learns how molecular structures evolve across time and can effectively bridge molecular behavior from femtoseconds to nanoseconds. Remarkably, the model not only reproduces equilibrium molecular ensembles and dynamical relaxation processes but also generalizes across different chemical compositions and molecular sizes. It can even extrapolate to peptides larger than those used during training, capturing chemically meaningful transitions on timescales previously accessible only through costly brute-force simulations. Why This Matters This work could dramatically accelerate research in: Drug discovery — exploring protein-ligand interactions and conformational states more efficiently. Materials science — designing novel materials with desired properties. Catalysis — understanding reaction pathways and optimizing catalysts. Biophysics — studying protein dynamics, folding, and molecular mechanisms at unprecedented speed. More broadly, TITO may represent one of the clearest examples of AI accelerating scientific discovery itself, not merely assisting with data analysis. By expanding the accessible timescales of atomistic simulations while maintaining physical realism, AI-driven approaches like TITO could transform how scientists investigate molecular systems, enabling discoveries that were previously impractical due to computational limitations. For researchers working at the intersection of AI, chemistry, and biology, this development highlights a growing trend: AI is increasingly becoming a tool for exploring the laws of nature, not just interpreting experimental data. The ability to rapidly map molecular conformational landscapes, thermodynamics, and kinetics may ultimately shorten the path from hypothesis to discovery across multiple scientific disciplines. #AIforScience #MolecularDynamics #DrugDiscovery #GenerativeAI #Biotech

We are hiring! If you are interested to work at the interface of condensate biology, biophysics and bottom up biology! Apply here- niist.res.in/sites/default/f… #Jobs @CSIR_IND @biopatrika

SpaceX Coherence Orbital Mechanics --- Everyone is focused on how the capital moved through the market, what few are discussing is Elon's architecture of the science, physics and quantum mechanics. --- It is no coincidence builders and innovators across centuries, from ancient civilizations globally diversified to polymaths like Albert Einstein, Leonardo da Vinci and Nikola Tesla, and titans of capital and industry like J.P. Morgan and Elon Musk. have deeply studied planetary cycles and their direct impact on individual, organizational, and economic energetic alignment. --- You can't ignore the actual physics and quantum mechanics of this. --- At the quantum and electrodynamic level, the alignment of the Earth, Moon, and Sun at perigee alters the planet's magnetohydrodynamic baseline. As amplified gravitational vectors flex the conductive plasma of the ionosphere, the Schumann Resonances and the extremely low frequency (ELF) cavity resonator of the Earth experience continuous phase and amplitude modulation. --- Because biological systems (your 35 trillion oscillating cells) and macro-economic markets (a collective of individuals) are fundamentally coupled, non-linear oscillators, they constantly entrain to this ambient geoelectric field. --- When this macro-voltage spike hits, the outcome is dictated entirely by your internal architecture (Chaotic Systems vs Coherent Systems): --- Chaotic Systems: These systems process the energetic surge as destructive interference. Operating on a high noise floor, they bleed energy, amplify internal static, and step down into catastrophic operational decay. Chaos breeds more chaos. --- Coherent Systems: These architectures are engineered with zero internal static and massive signal mass. They phase-lock directly with the macro-toroidal vector, leveraging constructive interference to step their operational potential exponentially upward. --- Momentum is not effort and scale does not happen by chance, instead there is a very specific science and physics based formula. --- Coherence Mass Velocity Scale = Compounding = Exponential Growth --- There is "Zero" coincidence Elon structured the record-breaking $75B SpaceX capital deployment in the absolute heart of the Super New Moon in Gemini and the gravitational matrix of the Metonic cycle. --- The actual science, physics, and quantum mechanics is undeniable. --- In this next decade alone humanity will begin to rapidly uncover what Nikola Tesla, Albert Einstein, Leonardo Da Vinci and ancient civilizations deeply understood about the actual "technology" behind humanities evolution. --- It's a pleasure to extrapolate on this understanding by testing, iterating and improving upon these hypothesis and science and physics based facts, building the next generation of interoperable Human X Machine evolution. --- Evvolvx Inc. (software/biophysics) Humans X Machines (hardware/neuromorphic) --- Will be extraordinary to see where we land: June 15, 2045. @elonmusk @SpaceX

🧬 Next up in our #ASMB2025 Matrix Master series is Nancy Forde (@SFU ), a leader in single-molecule biophysics. Her work uses optical tweezers to reveal the mechanics of collagen, and engineers synthetic molecular motors. Get to know her: youtu.be/8pxxATNaQxc

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New podcast between two clinicians about the biophysics of our patients in this modern world. This was probably my most enjoyable podcast of 2026 because it was high level decentralized medicine at its finest. youtube.com/watch?v=HKFgMZuA… I'm greatful Nick asked me to to do this. Gratitude makes us confident. Confidence makes us passionate. Passion fuels the journey. When life seems complicated, sometimes all you need is a different vantage point to look at things differently. Words or musical notes can spark the flame. This is why quotes and songs are capable of moving people to action and thought. Life is not easy for any of us. But what of that? We must have perseverance and above all confidence in ourselves. We must believe that we are gifted for something and that this thing, at whatever cost, must be attained. Go grab life by the throat and ball out today.

Few understand the biophysics of de-fragging the water lattice

CM starting to wise up on the biophysics.