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r system see ibm watson watsonx developer ibm release may 9 2023 3 years ago 2023 05 09 1 written in python engine multiple large language models llms platform cloud computing platforms type chatbot ai fine tuning of large language models generative pre trained transformer gpt license proprietary website www ibm com watsonx part of a series on machine learning and data mining paradigms supervised learning unsupervised learning semi supervised learning self supervised learning reinforcement learning transfer learning meta learning few shot learning zero shot learning online learning batch learning curriculum learning rule based learning neuro symbolic ai neuromorphic engineering quantum machine learning problems classification generative modeling regression clustering dimensionality reduction density estimation anomaly detection data cleaning automl association rules semantic analysis structured prediction feature engineering feature learning learning to rank grammar induction ontology learning multimodal learning supervised learning classification regression apprenticeship learning decision trees ensembles bagging boosting random forest k nn linear regression naive bayes artificial neural networks logistic regression perceptron relevance vector machine rvm support vector machine svm clustering birch cure hierarchical k means fuzzy expectation maximization em dbscan optics mean shift dimensionality reduction factor analysis exploratory cca ica lda nmf pca pgd t sne sdl structured prediction graphical models bayes net conditional random field hidden markov anomaly detection ransac k nn local outlier factor isolation forest neural networks autoencoder deep learning feedforward neural network recurrent neural network lstm gru esn reservoir computing boltzmann machine restricted gan diffusion model som convolutional neural network u net lenet alexnet deepdream neural field neural radiance field physics informed neural networks transformer vision mamba spiking neural network memtransistor electrochemical ram ecram reinforcement learning q learning policy gradient sarsa temporal difference td multi agent self play learning with humans active learning crowdsourcing human in the loop mechanistic interpretability rlhf model diagnostics coefficient of determination confusion matrix learning curve roc curve mathematical foundations kernel machines bias variance tradeoff computational learning theory empirical risk minimization occam learning pac learning statistical learning vc theory topological deep learning journals and conferences aaai cvpr eccv ecml pkdd emnlp iccv neurips icml iclr ijcai ml jmlr related articles glossary of artificial intelligence list of datasets for machine learning research list of datasets in computer vision and image processing outline of machine learning v t e watsonx is a platform by ibm for building and managing artificial intelligence ai applications for business use 2 released on may 9 2023 the platform provides software tools and infrastructure for companies to work with both ibm s own ai models and models from third party sources 1 3 the platform consists of three main components watsonx ai a studio for training validating and deploying ai models watsonx data a system for storing and managing data used by the models and watsonx governance a toolkit to ensure ai applications are compliant with company policies and regulations 4 a key feature of the platform is that it can be trained on a company s private data to perform specialized tasks a process known as fine tuning ibm states that this client specific data is not used to train its own models 5 history edit watsonx was introduced on may 9 2023 at the annual ibm think conference as a platform that includes multiple services 6 7 just like watson ai computer with the similar name watsonx was named after thomas j watson ibm s founder and first ceo 1 on february 13 2024 anaconda partnered with ibm to embed its open source python packages into watsonx 8 watsonx is used at espn s fantasy football app for managing players performance 9 and by italian telecommunications company wind tre 10 it was employed to generate editorial content around nominees during the 66th annual grammy awards 11 in 2025 the wimbledon championships integrated ibm watsonx generative ai into its app and website 12 integrated with ibm safer payments ibm watsonx has been used in banking sector fraud detection and anti money laundering aml systems 13 services edit watsonx ai edit watsonx ai is a platform that allows ai developers to leverage a wide range of llms under ibm s own granite series and others such as facebook s llama 2 free and open source model mistral and many others present in the hugging face community 14 15 these models come pre trained and optimized for various natural language processing nlp applications the platform also allows fine tuning with its tuning studio 4 watsonx data edit watsonx data is a platform designed to assist clients in addressing issues related to data volume complexity cost and governance 16 the platform facilitates seamless data access whether stored in the cloud or on premises through a single entry point 4 watsonx governance edit watsonx governance is a platform that utilizes ibm s ai capabilities to implement ai lifecycle governance 17 this helps them manage risks and maintain compliance with evolving ai and industry regulations while reducing ai bias through automated oversight 4 see also edit watsonx ai studio generative ai large language model chatgpt references edit 1 2 3 ibm unveils the watsonx platform to power next generation foundation models for business ibm newsroom press release meet watsonx ibm wiggers kyle september 7 2023 ibm rolls out new generative ai features and models techcrunch 1 2 3 4 mcdowell steve ibm takes the reins of enterprise ai with watsonx forbes horsey julian september 5 2023 ibm watsonx ai fine tuning platform for business announced geeky gadgets com ibm unveils the watsonx platform to power next generation foundation models for business ibm watsonx is now available to help meet enterprises ai for business needs anaconda partners with ibm watsonx to deliver enterprise scale ai solutions ibm boosts espn fantasy football experience with watsonx ai yahoo finance september 14 2023 licata patrizia september 14 2023 windtre sceglie watsonx di ibm per gestire più velocemente le segnalazioni dei clienti corrierecomunicazioni it in italian ibm unveils ai stories with watsonx to enhance the digital fan experience for 66th annual grammy awards ibm press release armonk new york prnewswire january 25 2024 retrieved february 5 2024 ibm wimbledon and the power of watsonx aml in banking ibm watsonx safer payments for fraud detection www techzert com retrieved july 2 2025 brady sarah september 2023 ibm launches new generative ai models msn brady sarah 2023 ibm to integrate llama 2 in watsonx ai msn watsonx data ibm april 3 2024 watsonx governance ibm external links edit official webpage official introductory video for watsonx ai prompt lab v t e ibm history history world war ii mergers and acquisitions pc business acquisition by lenovo products hardware current mainframe ibm z power microprocessors power systems storage flashsystem ds8000 quantum q system one q system two eagle osprey heron condor former blue gene cell microprocessors powerpc midrange computer personal computer selectric other thinkpad thinkcentre carbon design system cloud cloudant cognos analytics connections criminal reduction utilising statistical history fortran ilog information management software mainframe operating systems mashup center planning analytics purequery quantum platform qiskit openqasm rational software spss tivoli software service automation manager watson watsonx granite websphere business entities current apptio center for the business of government confluent consulting promontory hashicorp kenexa international subsidiaries india press red hat research hrl laboratories former adstar aim alliance kaleida labs taligent ambra computer cognos eduquest kyndryl lexmark lotus development merative microelectronics product center retail store solutions science research associates service bureau the weather company weather underground facilities towers 1250 rené lévesque montreal qc one atlantic center atlanta ga software labs rome software lab toronto software lab ibm buildings chicago honolulu new york seattle facilities thomas j watson research center hakozaki facility yamato facility cambridge scientific center ibm hursley canada head office building ibm rochester initiatives deep thunder develothon fellow the great mind challenge linux technology center skillsbuild smarter planet virtual universe community world community grid think conference inventions automated teller machine cynefin framework dram electronic keypunch floppy disk hard disk drive magnetic stripe card relational model sabre airline reservation system scanning tunneling microscope financial swaps universal product code terminology big blue commercial processing workload customer engineer globally integrated enterprise e business think slogan ceos thomas j watson 1914 1956 thomas watson jr 1956 1971 t vincent learson 1971 1973 frank t cary 1973 1981 john r opel 1981 1985 john fellows akers 1985 1993 louis v gerstner jr 1993 2002 samuel j palmisano 2002 2011 ginni rometty 2012 2020 arvind krishna since 2020 other a boy and his atom big blue sports teams american football rugby union common public license ibm public license wallace v international business machines corp deep blue deep thought dynamic infrastructure globalfoundries guide international ibm and the holocaust international chess tournament lucifer cipher mathematica ibm plex share computing scicomp unions commons category navigational boxes foss midrange computers operating systems personal computers system 360 system 370 typewriters vacuum tube computers v t e artificial intelligence ai history timeline glossary lists algorithms companies institutions projects software open source proprietary concepts automated reasoning automated planning constraint satisfaction knowledge representation parameter hyperparameter loss functions regression bias variance tradeoff double descent overfitting clustering gradient descent sgd quasi newton method conjugate gradient method backpropagation attention convolution normalization batchnorm activation softmax sigmoid rectifier gating weight initialization regularization datasets augmentation prompt engineering reinforcement learning q learning sarsa imitation policy gradient diffusion latent diffusion model autoregression adversary rag uncanny valley llm post training rlhf self supervised learning reflection recursive self improvement hallucination word embedding vibe coding blended ai open source ai sovereign ai symbolic ai neuro symbolic ai situated approach actor critic algorithm applications automated theorem proving general game playing machine learning in context learning artificial neural network deep learning language model large nmt reasoning model context protocol intelligent agent ai agent artificial human companion humanity s last exam lethal autonomous weapons laws generative ai weak ai hypothetical artificial general intelligence agi artificial superintelligence asi agent2agent protocol physical ai implementations audio visual alexnet wavenet human image synthesis hwr ocr computer vision speech synthesis 15 ai elevenlabs speech recognition whisper facial recognition alphafold text to image models aurora dall e firefly flux gpt image ideogram imagen midjourney recraft stable diffusion text to video models dream machine runway gen hailuo ai kling sora seedance veo music generation riffusion suno udio world models genie oasis text list of large language models project debater ibm watson ibm watsonx decisional alphago alphazero openai five self driving car muzero action selection autogpt robot control reasoning systems deductive classifiers expert systems inference engines knowledge based systems logic programs procedural reasoning systems semantic reasoners rule based systems cognitive architectures act r soar clarion lida opencog knowledge bases conceptnet wikidata dbpedia yago people alan turing warren sturgis mcculloch walter pitts john von neumann christopher d manning claude shannon shun ichi amari kunihiko fukushima takeo kanade marvin minsky john mccarthy nathaniel rochester allen newell cliff shaw herbert a simon oliver selfridge frank rosenblatt bernard widrow joseph weizenbaum seymour papert seppo linnainmaa paul werbos geoffrey hinton john hopfield jürgen schmidhuber yann lecun yoshua bengio lotfi a zadeh stephen grossberg alex graves james goodnight andrew ng fei fei li alex krizhevsky ilya sutskever oriol vinyals quoc v le ian goodfellow demis hassabis david silver andrej karpathy ashish vaswani noam shazeer aidan gomez john schulman mustafa suleyman jan leike daniel kokotajlo françois chollet neural network architectures neural turing machine differentiable neural computer transformer vision transformer vit recurrent neural network rnn long short term memory lstm gated recurrent unit gru echo state network multilayer perceptron mlp convolutional neural network cnn residual neural network rnn highway network mamba autoencoder variational autoencoder vae generative adversarial network gan graph neural network gnn political ai cold war ai in government ai safety alignment ai takeover elections ethics of ai eu ai act nationalism precautionary principle regulation of ai us virtual politician propaganda opposition to ai data centers social and economic ai boom ai bubble ai data center ai effect ai infrastructure ai literacy ai slop ai winter anthropomorphism arms race competition environmental impact explainable ai generative engine optimization in architecture in education in fiction in healthcare chatbot psychosis in marketing in video games in visual art military applications ai warfare workplace impact category retrieved from https en wikipedia org w index php title ibm_watsonx oldid 1364613477 categories ibm cloud services data mining and machine learning software 2023 software 2023 in artificial intelligence hidden categories articles with short description short description is different from wikidata use american english from may 2023 all wikipedia articles written in american english use mdy dates from july 2023 cs1 italian language sources it this page was last edited on 17 july 2026 at 15 03 utc page was rendered with parsoid text is available under the creative commons attribution sharealike 4 0 license additional terms may apply by using this site you agree to the terms of use and privacy policy wikipedia is a registered trademark of the wikimedia foundation inc a non profit organization privacy policy about wikipedia disclaimers contact wikipedia legal safety contacts code of conduct 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