The best way to ensure good code is to have a good organization. This paper from Microsoft looking at 50M lines of code found that organizational factors were far more powerful in explaining the number of bugs than any technical aspect of the project. https://
microsoft.com/en-us/research
/wp-content/uploads/2016/02/tr-2008-11.pdf
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RESEARCH
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Organizational factors matter more than technical aspects for code quality
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Cardiac Cycle: Digital Health Innovation Through AI and IoT Technology
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Cardiac cycle:
— Harold Sinnott #MWC26 (@HaroldSinnott) 12 novembre 2022
via @slava__bobrov #Health #DigitalTransformation #AI #IoT #5G #VR #AR #CES2023 #HealthTech #SDGs @SaskiaPopescu @sminaev2015 @Innov_Medicine @vlamers @DrFerdowsi @HealthcareLdr @Gil_Bashe @RealDoctorMike @arghavan_salles
pic.twitter.com/SzPHFMgIvXCardiac cycle: via @slava__bobrov #Health #DigitalTransformation #AI #IoT #5G #VR #AR #CES2023 #HealthTech #SDGs @SaskiaPopescu @sminaev2015 @Innov_Medicine @vlamers @DrFerdowsi @HealthcareLdr @Gil_Bashe @RealDoctorMike @arghavan_salles
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TMLR Research Certifications Highlight Quality Beyond Basic Criteria
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We describe certifications here: https://
jmlr.org/tmlr/editorial
-policies.html#certifications
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They are meant to highlight certain kinds of work, beyond the basic TMLR decision criteria. -
Artificial Intelligence Reshaping the Online Gaming Industry Future
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The Future of Online #Games: How #ArtificialIntelligence will Shape the Industry https://
techiexpert.com/the-future-of-
online-games-how-artificial-intelligence-will-shape-the-industry/
… @techiexpert #AI #DataScience #BigData #Analytics #MachineLearning #Robots #100DaysofCode #IoT #serverless #DEVCommunity #womenwhocode #DeepLearning #DigitalTransformation -
Artificial General Intelligence: The Next Phase of AI Evolution
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The human touch: ‘Artificial General Intelligence’ is next phase of AI https://
c4isrnet.com/cyber/2022/11/
11/the-human-touch-artificial-general-intelligence-is-next-phase-of-ai/
… @C4ISRNET #AI #MachineLearning #DataScience #BigData #Analytics #Robots #100DaysofCode #IoT #serverless #DEVCommunity #womenwhocode #DigitalTransformation #NLP #Python #DeepLearning -
Lack of Transparency and Editing Challenges in AI Models
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Not necessarily overfitting, but lack of transparency and easy editing are the major things. See previous thread:
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Hybrid AI Systems More Practical Than Full LLM Retraining
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I love the dramatic futurism here! But it's more likely they will be hybrid systems. You don't want to retrain a LLM everytime a Wikipedia page is changed, or a news item is published. (Plus, Google would be in the best place to deliver this new system, incrementally.)
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TensorFlow Graph Performance Eliminates Python Slowness Issues
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The fact that we're able to do everything as part of the TF graph is really nice — Python slowness is never an issue. There's no need for us to rewrite anything in, like, Cython or Rust.
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The Most Consequential $8 Spent in Modern Human History
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The most consequential $8 spent in modern human history
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IBM Unveils More Powerful Quantum Computing Chip
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IBM says it has created a more powerful quantum computing chip, the next step in a yearslong effort. https://
wsj.com/articles/ibm-u
nveils-new-chip-in-push-to-realize-quantum-computings-promise-11667854695?st=qnnii0kzrt2q1jr&reflink=desktopwebshare_twitter
… @IsabelleBiscuit #QuantumComputing #cio @IBMNews @dariogila