Polyplexus

We’re excited to join DARPA to announce the winners of the AI Cyber Challenge (AIxCC) at #DEFCON33.

Get a preview of #AIxCC from Program Manager Andrew Carney who says, “The awards are big because the stakes are high, and the challenge is massive.” arpa-h.gov/news-and-eve...

The Bitter Lesson versus The Garbage Can Does process matter? We are about to find out.

Right now, AI adoption in organizations is constrained by the need to figure out how to integrate AI with the complex & often poorly-understood processes inside companies

But ChatGPT agent suggests that The Bitter Lesson of AI may come for real work, too. open.substack.com/pub/oneusefu...

If you are a fan of #OpenSource, #Decentralized #Software / #OpenAI , #OpenScience/#OpenInnovation, make sure you pin this feed on #OpenInnovation by @polyplexus.com. Great resource that gets me up-to-speed on everything #OpenScience.

👉 bsky.app/profile/did:...

Cheers!

85. Fluid Systems, Firm Results: Architecting The First Mile of the Innovation Ecosystem Podcast Episode · Ecosystemic Futures · 04/23/2025 · 1h 1m

This is a great podcast on the first mile of scientific innovation… podcasts.apple.com/us/podcast/e...
@polyplexus.com 🧪

CEO of @herzogschindler.com, Teri Schindler, is the most recent guest on NASA's Ecosystemic Futures podcast. 🚀 She shares how connecting disciplines & evidence-based frameworks can turn the “first mile of innovation” into a launchpad for breakthroughs.
🎧 link.cohostpodcasting.com/44f70072-759...

Scientists are mapping the chaotic, unpredictable spacetime inside black holes—revealing patterns that could help unlock the secrets of quantum gravity. 🌀🕳️
🔗 Read more:
www.wired.com/story/new-ma...
#BlackHoles #Physics #SpaceTime #ScienceNews

‘Big leap’ for Parkinson’s treatment: symptoms improve in stem-cell trials Studies show the therapy is safe, but bigger trials are needed to prove its efficacy.

Early stem-cell trials show it’s possible to safely transplant dopamine-producing neurons into the brains of people with Parkinson’s, with some seeing reduced tremors. #Parkinsons #StemCells #MedicalResearch
www.nature.com/articles/d41...

These are the most-cited research papers of all time Some studies have received hundreds of thousands of citations, Nature’s updated analysis shows.

The most-cited papers reveal science’s backbone: foundational methods & rising AI/software research. A 1951 protein assay leads with 350K+ citations, but 21st-century AI papers are climbing fast. 📚🔬 www.nature.com/articles/d41...

Will AI improve your life? Here’s what 4,000 researchers think Scientists working on artificial intelligence are more confident than the public that the technology will benefit people.

Researchers are 4x more optimistic than the public about AI (54% vs 13%) but share concerns about misuse. While 75% of scientists foresee AI expanding access, 77% warn of turbocharged disinformation. The twist? Experts want slower, safer development. #AI #TechEthics
www.nature.com/articles/d41...

Molecules that fight infection also act on the brain, inducing anxiety or sociability MIT scientists find the protein IL-17 that fights infection also acts on the brain, inducing anxiety or sociability. This adds to evidence that immune molecules can influence behavior during illness.

🤯 Cytokines, key immune molecules, aren't just fighting infection - they're also influencing our brains, triggering anxiety OR sociability depending on the brain region. The immune & nervous systems are more connected than we thought. #neuroscience
news.mit.edu/2025/molecul...

Why an overreliance on AI-driven modelling is bad for science Without clear protocols to catch errors, artificial intelligence’s growing role in science could do more harm than good.

🧪 A new Nature article warns that over-reliance on AI in research, w/o proper protocols, could do harm. From "leakage" in training data to confusing correlation w/ causation. What's the solution? Training, better tools, & a focus on understanding, not just prediction. www.nature.com/articles/d41...

Technology and Innovation - NASA Earth Science NASA innovates and tests new technology on satellites and planes, helping commercial and academic partners develop better ways to observe Earth from space.

🛰️🌎 @NASA's Earth Science Tech Office is developing next-gen satellites & sensors to monitor our planet's resources. From tracking freshwater to advancing quantum tech for better sea level monitoring, learn more below #NASA #EarthScience #Innovation
science.nasa.gov/earth-scienc...

SpaceX Puts Humans in Orbit Over Earth’s Poles for the First Time Chun Wang, a Chinese-born crypto entrepreneur, paid an undisclosed amount for the mission. Some satellites are already in polar orbit, and researchers called it a routine flight.

The Fram2 mission has made history as the first crewed flight to orbit Earth’s poles, offering views of polar ice & auroras. Led by Chun Wang, the crew will conduct 22 experiments, including testing mushroom growth in microgravity. 🚀🌍 #SpaceX #Fram2 www.nytimes.com/2025/04/01/w...

AI is helping scientists decode previously inscrutable proteins A new set of artificial intelligence models could make protein sequencing even more powerful for better understanding cell biology and diseases.

🔬 New AI tools like InstaNovo & InstaNovo+ are decoding "hidden" proteins missed by traditional methods, potentially unlocking new cancer treatments & disease insights. This could be the next AI leap after AlphaFold. #AI #Proteomics #Science #Biology
www.sciencenews.org/article/ai-d...

AI is transforming peer review — and many scientists are worried Artificial intelligence software is increasingly involved in reviewing papers, provoking interest and unease.

🤖📝 AI is reshaping peer review, but not everyone's happy about it.
- 19% of researchers have used AI to speed up reviews
- Some tools can generate entire reviews
- Concerns over quality, ethics, & the future
Will AI improve or harm publishing? 🤔
#AI
www.nature.com/articles/d41...

Collaboration is about creating innovative solutions that none of us could achieve alone. 🤝 Strategic Doing's framework shows the importance of trust & shared goals in fostering collaborations. What are your ingredients for interdisciplinary teamwork? #Collaboration #Research

Exploring the Future of Open Innovation Networks: Strategies for Success in 2025 Open innovation networks are reshaping how businesses and organizations approach creativity and problem-solving. As we look toward 2025, these networks are becoming essential for staying competitive i...

Open innovation networks are revolutionizing business by connecting diverse minds & leveraging AI, big data, and sustainability. Read below about embracing collaboration and technology. #OpenInnovation #FutureOfWork #Sustainability
www.citiesabc.com/interviews/o...

Last night's lunar eclipse painted the sky with a breathtaking Blood Moon. Check out stunning photos from around the world capturing this celestial spectacle: www.npr.org/sections/the... #BloodMoon #lunareclipse2025

Why are proponents of ‘smart cities’ neglecting research? Despite the buzz surrounding smart cities in urban-policy circles, studies are lacking on the evidence for what works, what doesn’t — and who benefits.

🌱🌆Despite the buzz around #SmartCities, there's a lack of research on what works. As cities like Neom & Kibera push forward with tech-driven initiatives, it's crucial to prioritize evidence-based policies that prioritize needs & sustainability. www.nature.com/articles/d41...

How NASA’s Soft Matter Research Helps Advance Technology, Manufacturing, and Materials Science in Space and on Earth NASA’s Biological and Physical Sciences (BPS) Division conducts fundamental research in space on soft matter materials to advance the future of space exploration missions.

Did you know studying soft matter in space can change everyday life? From improving firefighting materials to enhancing pharmaceutical delivery systems, NASA's research on foams, gels, and liquid crystals is advancing manufacturing, medicine, and more. science.nasa.gov/biological-p...

Mind the gap: Why AI literacy is the key to innovation and resilience Bridging the AI knowledge gap isn't just a matter of technical curiosity—it's quickly becoming the dividing line between organizations that thrive and those that struggle to remain relevant.

Bridging the AI knowledge gap is no longer optional—it's essential. 🚀 Learn more below about why AI literacy is crucial to innovation & resilience for organizations. #AIliteracy #ITinnovation #FutureofWork www.fastcompany.com/91286939/min...

Touchdown! Carrying NASA Science, Firefly’s Blue Ghost Lands on Moon - NASA Carrying a suite of NASA science and technology, Firefly Aerospace’s Blue Ghost Mission 1 successfully landed at 3:34 a.m. EST on Sunday near a volcanic

🚀 Firefly Aerospace's Blue Ghost lander, carrying NASA science & tech, successfully landed on the Moon! This marks Firefly's first lunar landing & a major step for NASA's CLPS initiative & Artemis program. 🌕 #NASA #MoonLanding #Artemis #CLPS www.nasa.gov/news-release...

Why Do We Rank Research Universities Like Sports Teams? Robert A. Brown has developed a framework that incorporates the various goals, student populations, financial models, and other factors that influence research institutions. This framework yields new ...

🎓Is the U.S. research university system facing a fragile future? New analysis suggests shifting federal priorities & declining student numbers could impact competitiveness. Read more:
mailchi.mp/nationalacad... #HigherEducation #ResearchUniversities #Innovation

👏Prosetta Bio, an @ARPA_H Dash finalist, presents groundbreaking cancer drug research at @royalsociety seminar. Join Dr. Lingappa on 3/5 at 9AM PST to learn about their innovative approach and promising results. Register:
cassyni.com/events/88ZRW... #CancerResearch #ARPAH

Cellino Launches U.S.’s First Nebula-Powered iPSC Foundry for Scalable Autologous Biomanufacturing Cellino Launches U.S.’s First Nebula-Powered iPSC Foundry for Scalable Autologous Biomanufacturing

🎉Cellino, winner of the ARPA_H Dash, has just announced the launch of the first U.S. Nebula-Powered iPSC Foundry. This facility will focus on scalable autologous biomanufacturing, paving the way for advancements in personalized medicine. #Cellino #Bio www.businesswire.com/news/home/20...

Why these scientists devote time to editing and updating Wikipedia Researchers can recognize a reliable source of information, making them ideal contributors to the free global online encyclopaedia.

👨‍🔬 Researchers combat misinformation & improve access to reliable knowledge on Wikipedia. From women's health to global languages, their expertise makes a real difference in open access information. #ScienceCommunication #Wikipedia #OpenAccess
www.nature.com/articles/d41...

Women and Girls in Science Day turns 10! WMO Members observed the day with activities and social media posts highlighting that big advances have been made, with women now occupying many leadership positions and driving innovation. “As the fi...

Today marks the 10th Anniversary of the International Day of Women and Girls in Science! 👩‍🔬 It's a day to recognize the critical role women & girls play in science & technology. How are you celebrating #WomenInScienceDay? ✨ wmo.int/media/news/w...

Undergraduate Upends a 40-Year-Old Data Science Conjecture | Quanta Magazine A young computer scientist and two colleagues show that searches within data structures called hash tables can be much faster than previously deemed possible.

An undergraduate student, has disproved a 40-year-old conjecture about hash tables. His approach led to a new type of hash table that significantly improves search & insertion speeds, showcasing the power of fresh perspectives in established fields. www.quantamagazine.org/undergraduat...

How are researchers using AI? Survey reveals pros and cons for science Despite strong interest in using artificial intelligence to make research faster, easier and more accessible, researchers say they need more support to navigate its possibilities.

📊 New survey reveals researchers' views on AI in science:
- 81% used ChatGPT for work/personal use
- 72% want to use AI for manuscript prep in next 2 years
- 62% think AI outperforms humans in some writing tasks
- 2/3 need more guidance on AI use
#AI
www.nature.com/articles/d41...

🔬🐝 Scientists have created the first complete 3D reconstruction of a compound eye in one of the world's smallest insects. This study on Megaphragma viggianii reveals intricate details about eye structure & function at an unprecedented level.
elifesciences.org/reviewed-pre...