2/2 representation is not a simple map from the world to some symbolic domain, or ontology, rather objects in the ontology are registered in the world through an ongoing process. Says that "modern" systems such as Google's Knowledge Map are leftover cartesian misconceptions.
SYSTEMS
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Non-Turing Computation in Living Systems: Long-term Research
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Love this paper; augmenting computation with non-Turing processes; something that most likely occurs in all living systems. This is long term research; don't think about it in terms of immediate applications; it is exploring wild new spaces. @denizzokt
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Reimagine Decision Making to Improve Speed and Quality
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Reimagine Decision Making to Improve Speed and Quality https://
mckinsey.com/capabilities/p
eople-and-organizational-performance/our-insights/the-organization-blog/reimagine-decision-making-to-improve-speed-and-quality
… @ASMEdotorg @3DSNorthAmerica @MargaretSiegien @3DSdelmia @3DStherese @Cindybolt61 @fogoros @DrFerdowsi @CRudinschi @PawlowskiMario @IIoT_World @MEngineeringMag #Science #Engineering #Technology #SET -
Computation All The Way Down: APIs From ChatGPT to Physics
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Humans are an API to ChatGPT.
ChatGPT is an API to Python.
Python is an API to C.
C is an API to assembly.
Assembly is an API to binary.
Binary is an API to physics.
Physics is an API to the machine that runs the universe. It's computation all the way down. -
Machine Learning Essential for Kubernetes Operations Success
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Why Your Kubernetes Ship Is Sunk without #MachineLearning https://
thenewstack.io/why-your-kuber
netes-ship-is-sunk-without-machine-learning/
… #DevOps #lowcode #NoCode #DevSecOps #AIOps #MLOps #k8s #Kubernetes #Docker #GitHub #Agile #Engineering #techtalk #OpenSource #bot #python #javascript #SRE #chatbots #cicd #Git #AI #ML #DL #tech -

Building the Multiverse of AI Systems
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We’re literally building the multiverse of madness https://t.co/mPKRLwqDBt
— Bilawal Sidhu (@bilawalsidhu) 5 février 2023We’re literally building the multiverse of madness
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New Bing with OpenAI GPT integration: chat, conversational UI, and citations
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Unconfirmed screenshots of the "New Bing" with OpenAI GPT integration from @Owen_Yin -Chat window replaces search bar
-Conversational UI
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Feedback Loops in Machine Learning Systems
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Feedback loops are critical elements of real-world #machinelearning systems. They enable the model to improve our time, and help collect feedback on where the model is making mistakes
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ML and Computer Systems Intersection: Distributed Systems Focus
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Part 3 in the series is out, by Mangpo Phothilimthana and @apaszke
, covering the intersection of ML and computer systems (distributed systems, compilers, hardware design, energy-efficient and low emissions computing, etc). -

ML Systems Strategy for Sophisticated Model Training
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Great #ML research requires great systems. Here we discuss some strategies we’re using to help serve and train sophisticated ML models while easing the complexity of implementation for end users. Read more at https://
goo.gle/3JEbmr6