Sameer Guduru | సమీర్ గూడూరు

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🚨BREAKING: This paper should terrify every Physics PhD student. AI agents just ran a full particle physics experiment. Alone. No human in the loop. Researchers tested whether LLM-based AI agents could autonomously execute a complete high energy physics analysis pipeline. Not help with it. Not co-pilot it. Do the whole thing. They built a framework called JFC (Just Furnish Context) that combines autonomous analysis agents with literature-based knowledge retrieval and multi-agent review. Here's what the AI agent did on its own: - Event selection - Background estimation - Uncertainty quantification - Statistical inference - Paper drafting It ran real experiments on open data from ALEPH, DELPHI, and CMS. It performed electroweak, QCD, and Higgs boson measurements. The tool used? Claude Code. The scariest line from the paper: "The experimental HEP community is underestimating the current capabilities of these systems." Researchers argue most proposed agentic workflows are too narrowly scoped. The AI can already do far more than anyone is building for. But here's the nuance people will miss. This isn't about replacing physicists. It's about offloading the repetitive technical burden so researchers can focus on actual physics insight and novel method development. The real takeaway: if AI can autonomously run one of the most complex experimental sciences on earth, the question isn't whether your field is next. It's whether you're already behind. Authors: Eric A. Moreno, Samuel Bright-Thonney, Andrzej Novak, Dolores Garcia, Philip Harris

A cosmic ocean exists where no human has ever sailed. Astronomers have detected a water cloud 12 billion light-years away, holding an astonishing 140 trillion times the water in all of Earth’s oceans combined. It is a discovery so vast that it stretches the imagination, challenging our sense of scale and reminding us how tiny our world truly is. This cloud, seen in the early universe, hints at a time when galaxies were forming and black holes were already shaping their surroundings. The sheer quantity of water suggests that the ingredients for life are not confined to our solar system — they exist in unimaginable abundance, waiting silently in the cosmos. Scientists are stunned not only by the scale but also by the implications. Water, essential to life as we know it, appears in massive quantities even in the distant past, meaning that the universe may have been capable of supporting habitable conditions far earlier than previously imagined. Every observation opens a new window into the chemistry of the early cosmos. Looking at such a cloud evokes both wonder and humility. The enormity of space, the age of light reaching our telescopes, and the invisible forces shaping galaxies remind us that discovery often comes cloaked in awe. This water cloud is a monument to the mysteries that remain, whispering of worlds and possibilities we have yet to encounter. And so we are left with a quiet reflection: billions of light-years away, water flows in quantities beyond comprehension, reminding us that the universe is filled with secrets that continue to stretch the limits of human curiosity.

BREAKING🚨: ALL FIVE types of nucleic acid bases, the building blocks of LIFE 'DNA and RNA', have been found in samples collected from asteroid Ryugu

The idea that India only needed a regional constellation with fewer satellites was a bad idea born out of low ambition and scarcity thinking. A global satellite navigation system is the only way to guarantee redundancy, achieve better scale, and maintain regular launch cadence

With the atomic clock failure on IRNSS-1F, India’s NavIC constellation appears to have only three satellites providing PNT services IRNSS-1B, IRNSS-1I and NVS-01. Since a minimum of four satellites is required for navigation, the system is now operating below the threshold for full PNT capability, highlighting the urgency of replenishment launches.