The Microsoft+OpenAI integration has begun: Microsoft just announced it is rolling out a premium Teams messaging, powered by ChatGPT to 'simplify' meetings. ChatGPT will generate automatic meeting notes, recommend tasks, and create meeting templates, for $7/mo.
COMPUTING
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Top AI News January 2023 ChatGPT Machine Learning
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Top #AI News of January 2023 via @rpnickson @ElunaAi #ArtificialIntelligence #ChatGPT #MachineLearning #BigData #Analytics #OpenAI @data_nerd @Shi4Tech @avrohomg @sallyeaves @CatherineAdenle @HaroldSinnott @anijov @AkwyZ @FmFrancoise @Kevin_ODonovan #DataScience #DeepLearning
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CAPEX vs OPEX: AI Infrastructure and Data Spending Economics
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maybe if you compare compute CAPEX vs data OPEX, but if you amortize CAPEX then for major players they are similar orders of magnitude data spend will stay high because while # of hrs goes down, specialization will increase $/hr (and model value) & prod models need validation
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Best SQL Cheat Sheet for Data Science and Machine Learning
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Best of #SQL Cheat Sheet #MachineLearning #DataScience #Cybersecurity #BigData #Analytics #AI #IIoT #IoT #5G #Python #RStats #TensorFlow #JavaScript #ReactJS #FutureOfWork #DataScientist #Linux #Programming #100DaysofCode #NodeJS #golang #NLP #GitHub #MWC23 #SDGs #MLOps
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Databricks Launches SQL Functions for Lakehouse Migration
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We’re committed to making it as easy as possible to migrate your #data warehousing workloads to #Lakehouse That’s why we've launched dozens of new built-in functions into the core ANSI-compliant Standard #SQL dialect. Take a look! https://
dbricks.co/3H5ebyr -
Compute spending will vastly outpace data investment
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do you really think? im pretty sure we will outspend on compute by a _huge_ margin, and at least for companies like openai data spend will go down as models get smarter. curious if i am missing something!
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Activation Compression for Model Parallel Training
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(9/12) Does compressing activations help model parallel training?
Authors: @bian_song
, @DachengLi177
, Hongyi Wang, @ericxing
, Shivaram Venkataraman -
Companies Spending Billions on RLHF Training for LLMs
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we're starting to see top companies spend the same amount on RLHF and compute in training ChatGPT-like LLMs for example, OpenAI hired >1000 devs to RLHF their code models crazy—but soon companies will start spending $ hundreds of Ms or $ billions on RLHF, just as w/compute
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Observability in Tech Networks with SolarWinds CMO
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It's #observability in #tech & #networks !
With @solarwinds #CMO Nik Koutsoukos https://
youtu.be/uQ7n8RURrdY @YouTube @techradiottt @bimedotcom @gvalan #AI #IoT #5G #Security @CurieuxExplorer #100DaysOfCode #CyberSecurity #data @Nicochan33 @BevEve #Analytics #IIoT @BetaMoroney -
Discussion on paper examining total compute costs
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Agreed – did you read the paper? It's pretty specifically looking at total compute costs