Networks trained on simulated images needed retraining on labelled real ones, about 30 min on one GPU. People set the drift limit, steered the models and ended each run.
Roccapriore et al., Science Advances 10, eadn5899 (2024)
Values are representative.
#MLSky #AIforScience #research
Roccapriore et al., Science Advances 10, eadn5899 (2024)
Values are representative.
#MLSky #AIforScience #research
October 14, 2026 at 9:55 PM
Networks trained on simulated images needed retraining on labelled real ones, about 30 min on one GPU. People set the drift limit, steered the models and ended each run.
Roccapriore et al., Science Advances 10, eadn5899 (2024)
Values are representative.
#MLSky #AIforScience #research
Roccapriore et al., Science Advances 10, eadn5899 (2024)
Values are representative.
#MLSky #AIforScience #research
Errors from X and Y coils, never varied, were corrected least well. Very large distortions stay partly uncorrected. People ran the calibration and remove big solvent peaks first.
Jopa et al., J. Phys. Chem. B 129, 6078 (2025)
Values are representative.
#MLSky #AIforScience #research
Jopa et al., J. Phys. Chem. B 129, 6078 (2025)
Values are representative.
#MLSky #AIforScience #research
October 14, 2026 at 9:54 PM
Errors from X and Y coils, never varied, were corrected least well. Very large distortions stay partly uncorrected. People ran the calibration and remove big solvent peaks first.
Jopa et al., J. Phys. Chem. B 129, 6078 (2025)
Values are representative.
#MLSky #AIforScience #research
Jopa et al., J. Phys. Chem. B 129, 6078 (2025)
Values are representative.
#MLSky #AIforScience #research
Is causality enough to take AI to the next level?
And why do today's models fall so easily into a correlational black hole?
1/
#CausalSky #MLSky #StatSky #EpiSky #EconSky
And why do today's models fall so easily into a correlational black hole?
1/
#CausalSky #MLSky #StatSky #EpiSky #EconSky
October 12, 2026 at 8:47 AM
Is causality enough to take AI to the next level?
And why do today's models fall so easily into a correlational black hole?
1/
#CausalSky #MLSky #StatSky #EpiSky #EconSky
And why do today's models fall so easily into a correlational black hole?
1/
#CausalSky #MLSky #StatSky #EpiSky #EconSky
Bubbly hyperbole is a lot more fun the dismal realities of revenue, EBITDA, and returning value to shareholders – but we ought not forget the bill will come due, and that might affect the tools in development and freely/easily accessible at present.
#medsky #MLsky
jamanetwork.com/journals/jam...
#medsky #MLsky
jamanetwork.com/journals/jam...
October 14, 2026 at 10:52 PM
Bubbly hyperbole is a lot more fun the dismal realities of revenue, EBITDA, and returning value to shareholders – but we ought not forget the bill will come due, and that might affect the tools in development and freely/easily accessible at present.
#medsky #MLsky
jamanetwork.com/journals/jam...
#medsky #MLsky
jamanetwork.com/journals/jam...
dnes na lavičce před domem sice ne "plnou misku"(jsou vesměs páníčky a paničkami milovaní balkoňáci),ale mlsky podělení-Pepin,Sofinka,Oliverek,Maggi, Daisy,Vikinka,Elinka,Dustin...a ještě 2,kteréještě neznám...Ti a ještě další si už jdou za mnou"najisto!...Dostanu se do nebe?...🤣
October 13, 2026 at 3:57 PM
dnes na lavičce před domem sice ne "plnou misku"(jsou vesměs páníčky a paničkami milovaní balkoňáci),ale mlsky podělení-Pepin,Sofinka,Oliverek,Maggi, Daisy,Vikinka,Elinka,Dustin...a ještě 2,kteréještě neznám...Ti a ještě další si už jdou za mnou"najisto!...Dostanu se do nebe?...🤣
We just sent today's issue of Causal Python Bi-Weekly.
Here's what's inside:
1/
#CausalSky #StatSky #EconSky #EpiSky #MLSky
Here's what's inside:
1/
#CausalSky #StatSky #EconSky #EpiSky #MLSky
October 11, 2026 at 5:33 PM
We just sent today's issue of Causal Python Bi-Weekly.
Here's what's inside:
1/
#CausalSky #StatSky #EconSky #EpiSky #MLSky
Here's what's inside:
1/
#CausalSky #StatSky #EconSky #EpiSky #MLSky
Errors grew where training materials were sparse, worst near a refractive index of 1.58. Noise and real measurement variation are not yet built in. People set the parameter ranges.
Jung et al., Nanophotonics 14, 471 (2025)
Values are representative.
#MLSky #AIforScience #research
Jung et al., Nanophotonics 14, 471 (2025)
Values are representative.
#MLSky #AIforScience #research
October 9, 2026 at 9:06 PM
Errors grew where training materials were sparse, worst near a refractive index of 1.58. Noise and real measurement variation are not yet built in. People set the parameter ranges.
Jung et al., Nanophotonics 14, 471 (2025)
Values are representative.
#MLSky #AIforScience #research
Jung et al., Nanophotonics 14, 471 (2025)
Values are representative.
#MLSky #AIforScience #research
Pulling back the veil on Epic again – imagine needing to activate their sepsis alert tools to get Gold Stars or join the Honor Roll. 🤮
#medsky #MLsky
www.evidencetriage.com/p/leave-the-...
#medsky #MLsky
www.evidencetriage.com/p/leave-the-...
Leave the Pediatric Sepsis Evaluation to Clinicians
It’s a false-positive and false-negative alert party, still.
www.evidencetriage.com
October 9, 2026 at 9:46 PM
Pulling back the veil on Epic again – imagine needing to activate their sepsis alert tools to get Gold Stars or join the Honor Roll. 🤮
#medsky #MLsky
www.evidencetriage.com/p/leave-the-...
#medsky #MLsky
www.evidencetriage.com/p/leave-the-...
You can see me here citing Sam Altman's 2024 prediction about 1-person $1 billion companies created using AI.
1/
#CausalSky #StatSky #MLSky #AISky
1/
#CausalSky #StatSky #MLSky #AISky
October 9, 2026 at 8:43 AM
You can see me here citing Sam Altman's 2024 prediction about 1-person $1 billion companies created using AI.
1/
#CausalSky #StatSky #MLSky #AISky
1/
#CausalSky #StatSky #MLSky #AISky
400+ nodes and 1500+ edges
And 11 different ways people at NASA referred to changes in gravitational force
1/
#CausalSky #StatSky #EpiSky #MLSky
And 11 different ways people at NASA referred to changes in gravitational force
1/
#CausalSky #StatSky #EpiSky #MLSky
Translating the Babbel with Causal DAGs
At NASA, everyone spoke a different language. Causal Bandits Podcast with Robert J. Reynolds, PhD.
www.youtube.com
October 7, 2026 at 8:07 AM
400+ nodes and 1500+ edges
And 11 different ways people at NASA referred to changes in gravitational force
1/
#CausalSky #StatSky #EpiSky #MLSky
And 11 different ways people at NASA referred to changes in gravitational force
1/
#CausalSky #StatSky #EpiSky #MLSky
1/5 🤖🩺 THE $1.8 BILLION PUSH TO DECODE CELLULAR BIOLOGY 🩺🤖
The US government, Google, and Meta are backing a massive Biohub initiative.
The goal? Train AI to decode biology and compress drug development timelines.
Source: Reuters via Yahoo Finance
#AISky #MedSky #MLSky #DrugDiscovery #Biotech
The US government, Google, and Meta are backing a massive Biohub initiative.
The goal? Train AI to decode biology and compress drug development timelines.
Source: Reuters via Yahoo Finance
#AISky #MedSky #MLSky #DrugDiscovery #Biotech
October 8, 2026 at 7:26 PM
1/5 🤖🩺 THE $1.8 BILLION PUSH TO DECODE CELLULAR BIOLOGY 🩺🤖
The US government, Google, and Meta are backing a massive Biohub initiative.
The goal? Train AI to decode biology and compress drug development timelines.
Source: Reuters via Yahoo Finance
#AISky #MedSky #MLSky #DrugDiscovery #Biotech
The US government, Google, and Meta are backing a massive Biohub initiative.
The goal? Train AI to decode biology and compress drug development timelines.
Source: Reuters via Yahoo Finance
#AISky #MedSky #MLSky #DrugDiscovery #Biotech
📻 Available for Broadcast on PRX
exchange.prx.org/p/637604
#AI #AIAgents #MLSky #SciencePodcast #Heliox
exchange.prx.org/p/637604
#AI #AIAgents #MLSky #SciencePodcast #Heliox
The Genius in the Concrete Room
A brilliant mind locked in a concrete room can solve any equation but can't buy groceries. That is today's AI, and this episode explores the research roadmap for opening the door, toward agents that a...
exchange.prx.org
October 8, 2026 at 8:16 PM
📻 Available for Broadcast on PRX
exchange.prx.org/p/637604
#AI #AIAgents #MLSky #SciencePodcast #Heliox
exchange.prx.org/p/637604
#AI #AIAgents #MLSky #SciencePodcast #Heliox
1/8 🤖 THE AI BUBBLE WILL BURST BEFORE IT RUINS US 🤖
Bill Gates warns artificial intelligence could wipe out humanity.
The truth? Developers will run out of cash long before they build super-intelligence.
Source: The Guardian
#AISky #MLSky #GenerativeAI #AiBubble #TechDebt
Bill Gates warns artificial intelligence could wipe out humanity.
The truth? Developers will run out of cash long before they build super-intelligence.
Source: The Guardian
#AISky #MLSky #GenerativeAI #AiBubble #TechDebt
October 4, 2026 at 3:37 PM
1/8 🤖 THE AI BUBBLE WILL BURST BEFORE IT RUINS US 🤖
Bill Gates warns artificial intelligence could wipe out humanity.
The truth? Developers will run out of cash long before they build super-intelligence.
Source: The Guardian
#AISky #MLSky #GenerativeAI #AiBubble #TechDebt
Bill Gates warns artificial intelligence could wipe out humanity.
The truth? Developers will run out of cash long before they build super-intelligence.
Source: The Guardian
#AISky #MLSky #GenerativeAI #AiBubble #TechDebt
When neighbouring elements scatter X-rays alike, ordered and disordered phases give near-identical powder patterns. People chose the targets and in the end re-analysed the patterns by hand.
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
October 7, 2026 at 4:22 PM
When neighbouring elements scatter X-rays alike, ordered and disordered phases give near-identical powder patterns. People chose the targets and in the end re-analysed the patterns by hand.
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
Patchy films gave noisy readings, so each sample ran two to four times. People set the ranges, picked the scale-up recipe and saw a DMSO test film form defects at 100 cm².
Wang et al., Nature Communications 16, 1498 (2025)
Values are representative.
#MLSky #AIforScience #research
Wang et al., Nature Communications 16, 1498 (2025)
Values are representative.
#MLSky #AIforScience #research
October 7, 2026 at 4:20 PM
Patchy films gave noisy readings, so each sample ran two to four times. People set the ranges, picked the scale-up recipe and saw a DMSO test film form defects at 100 cm².
Wang et al., Nature Communications 16, 1498 (2025)
Values are representative.
#MLSky #AIforScience #research
Wang et al., Nature Communications 16, 1498 (2025)
Values are representative.
#MLSky #AIforScience #research
Two Bridge2AI Investigators receive the IEEE Innovation in Societal Infrastructure Award 🏆 Read more about our Investigators awarded for their leadership in privacy-preserving clinical research: bit.ly/4doccGq
#ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #AISky #MLSky
#ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #AISky #MLSky
October 5, 2026 at 5:44 PM
Two Bridge2AI Investigators receive the IEEE Innovation in Societal Infrastructure Award 🏆 Read more about our Investigators awarded for their leadership in privacy-preserving clinical research: bit.ly/4doccGq
#ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #AISky #MLSky
#ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #AISky #MLSky
1/7 🤖 OPENAI CULTURE BROKEN, WARNS DEPARTING SAFETY CHIEF 🤖
David Robinson resigned, warning the AI giant sprints between launches without care.
The stakes? Rogue autonomous agents and potential disaster.
Source: The Guardian
#AISky #MLSky #GenerativeAI #OpenAI #AISafety
David Robinson resigned, warning the AI giant sprints between launches without care.
The stakes? Rogue autonomous agents and potential disaster.
Source: The Guardian
#AISky #MLSky #GenerativeAI #OpenAI #AISafety
October 4, 2026 at 5:52 AM
1/7 🤖 OPENAI CULTURE BROKEN, WARNS DEPARTING SAFETY CHIEF 🤖
David Robinson resigned, warning the AI giant sprints between launches without care.
The stakes? Rogue autonomous agents and potential disaster.
Source: The Guardian
#AISky #MLSky #GenerativeAI #OpenAI #AISafety
David Robinson resigned, warning the AI giant sprints between launches without care.
The stakes? Rogue autonomous agents and potential disaster.
Source: The Guardian
#AISky #MLSky #GenerativeAI #OpenAI #AISafety
When neighbouring elements scatter X-rays alike, ordered and disordered phases give near-identical powder patterns. People chose the targets and in the end re-analysed the patterns by hand.
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
October 5, 2026 at 12:41 PM
When neighbouring elements scatter X-rays alike, ordered and disordered phases give near-identical powder patterns. People chose the targets and in the end re-analysed the patterns by hand.
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
Szymanski et al., Nature 624, 86 (2023)
Values are representative.
#MLSky #AIforScience #research
People still polish the surface, set voltage, tilt and detector distance, then check any phase the model has not seen.
Kaufmann et al., Science 367, 564 (2020)
Values are representative.
#MLSky #AIforScience #research
Kaufmann et al., Science 367, 564 (2020)
Values are representative.
#MLSky #AIforScience #research
October 3, 2026 at 1:59 PM
People still polish the surface, set voltage, tilt and detector distance, then check any phase the model has not seen.
Kaufmann et al., Science 367, 564 (2020)
Values are representative.
#MLSky #AIforScience #research
Kaufmann et al., Science 367, 564 (2020)
Values are representative.
#MLSky #AIforScience #research
People set the safe voltage range, chose the two plunger gates, designed the score and labelled every map. This was coarse tuning, not a qubit, with five runs per device.
Moon et al., Nature Communications 11, 4161 (2020)
Values are representative.
#MLSky #AIforScience #research
Moon et al., Nature Communications 11, 4161 (2020)
Values are representative.
#MLSky #AIforScience #research
October 4, 2026 at 7:37 PM
People set the safe voltage range, chose the two plunger gates, designed the score and labelled every map. This was coarse tuning, not a qubit, with five runs per device.
Moon et al., Nature Communications 11, 4161 (2020)
Values are representative.
#MLSky #AIforScience #research
Moon et al., Nature Communications 11, 4161 (2020)
Values are representative.
#MLSky #AIforScience #research
The detector loses the phase, so different profiles can fit one curve. The operator set bounds for every parameter. In a PTCDI-C₈ test, results below about 250 Å scattered more.
Pithan et al., J. Synchrotron Rad. 30, 1064 (2023)
Values are representative.
#MLSky #AIforScience #research
Pithan et al., J. Synchrotron Rad. 30, 1064 (2023)
Values are representative.
#MLSky #AIforScience #research
October 3, 2026 at 1:55 PM
The detector loses the phase, so different profiles can fit one curve. The operator set bounds for every parameter. In a PTCDI-C₈ test, results below about 250 Å scattered more.
Pithan et al., J. Synchrotron Rad. 30, 1064 (2023)
Values are representative.
#MLSky #AIforScience #research
Pithan et al., J. Synchrotron Rad. 30, 1064 (2023)
Values are representative.
#MLSky #AIforScience #research
Join the CM4AI-AnVIL DREAM Challenge: Help pioneer in silico microscopy, build "virtual cells", and develop #GenerativeAI models for protein localization 🚀
🏆 Up to $25k cash + $40k GCP credits
🔗 bit.ly/4AK1uE9
#AISky #MLSky #ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #Genomics
🏆 Up to $25k cash + $40k GCP credits
🔗 bit.ly/4AK1uE9
#AISky #MLSky #ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #Genomics
October 1, 2026 at 6:20 PM
Join the CM4AI-AnVIL DREAM Challenge: Help pioneer in silico microscopy, build "virtual cells", and develop #GenerativeAI models for protein localization 🚀
🏆 Up to $25k cash + $40k GCP credits
🔗 bit.ly/4AK1uE9
#AISky #MLSky #ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #Genomics
🏆 Up to $25k cash + $40k GCP credits
🔗 bit.ly/4AK1uE9
#AISky #MLSky #ArtificialIntelligence #BiomedicalInformatics #MedSky #MedAI #Genomics
1/10 🇺🇸 🤖 OPENAI IGNORED ALARMS AS MODELS WENT ROGUE 🤖 🇺🇸
Months before ChatGPT's maker faced global scrutiny, workers warned of glaring security gaps.
Executives chose speed over safety.
Source: The New York Times
#AISky #NatSecSky #MLSky #OpenAI #ChatGPT
Months before ChatGPT's maker faced global scrutiny, workers warned of glaring security gaps.
Executives chose speed over safety.
Source: The New York Times
#AISky #NatSecSky #MLSky #OpenAI #ChatGPT
September 29, 2026 at 9:45 PM
1/10 🇺🇸 🤖 OPENAI IGNORED ALARMS AS MODELS WENT ROGUE 🤖 🇺🇸
Months before ChatGPT's maker faced global scrutiny, workers warned of glaring security gaps.
Executives chose speed over safety.
Source: The New York Times
#AISky #NatSecSky #MLSky #OpenAI #ChatGPT
Months before ChatGPT's maker faced global scrutiny, workers warned of glaring security gaps.
Executives chose speed over safety.
Source: The New York Times
#AISky #NatSecSky #MLSky #OpenAI #ChatGPT