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Text of the page (random words):
nslation of this article i wrote for frankwatching com on private ai a leading dutch marketing blog the challenges of public ai artificial intelligence has now established itself as a powerful tool for content creation but traditional ai also brings challenges outdated data most ai systems work with datasets that age quickly for example a model trained on data from september 2021 misses more recent developments which can lead to outdated or irrelevant content dilution due to lots of bad information public models like chatgpt s are trained based on practically all the information on the internet so a lot of training data is of low quality with the large amount of data on the internet and the output that is an average of that in many cases you end up with inauthentic content quality concerns the well known phrase rubbish in rubbish out is very applicable to artificial intelligence if an ai system is fed low quality data it is likely to produce low quality output copyright risks without clear source attribution or transparency ai can generate content that infringes copyright this can expose companies to legal risks black box many people consider traditional ai a black box because it is not always clear how decisions are made this lack of transparency can create trust issues the solution private ai that s where private ai comes in to address many of these issues you can set up your own private ai trained only on your own data with real time training data and training on at least 1 000 articles per topic you can come up with authentic and accurate content creation with open source components you can arrive at a transparently private ai solution in doing so it is even possible to trace from the output which original sources led to the generated piece of content with much experimentation we have arrived at private ai pilots that meet the following specifications and functionality real time training data in addition to the original training data the model is re trained daily with the newly generated content if desired as a result you always generate content based on up to date information which is very relevant for news for example per use case it is a strategic choice which content you do or do not use for re training the model for example you can choose we don t use the ai generated articles for tutoring but we do use the largely manually written content targeted training instead of overwhelming the ai with all available information it trains with specific factual input transparency for sources and seo on steroids users can see exactly which part of which article led to a particular output with the ability to generate traceable content a well designed private ai offers the chance to take your seo to the next level namely if you know which sources from your own site s led to the new content then you can link from those original articles to the new articles this makes your private ai an extremely powerful tool for achieving strong relevant internal links authentic ai is an appropriate solution when it comes to the fine balance between quality and quantity of content creation it is a valuable tool for content creation answering your questions based on your own carefully generated archive in practice setting up private ai here is an in depth look at how to set up private ai in practice and the building blocks involved building block 1 training dates training with your own archive by training the ai with your own archive the output can be tailored specifically to your corporate culture terminology and style guide this ensures seamless integration with existing content training with external information this involves feeding the ai with data from reliable external sources such as scientific articles professional journals or even other sources that are your property this expands the ai s knowledge base and allows it to cover a wider range of topics realtime retraining this is constantly updating the ai model with new information while this ensures up to date knowledge it is essential to be careful overtraining or training with inaccurate data can lead to hallucinations or inaccurate output building block 2 content formulas powerful tools for scalable output customized content formulas private ai allows you to use customized formulas that can answer specific questions or prompts at scale by using formulas fed from a database large scale prompts can be answered efficiently prompt query language a specially developed language designed to allow the ai to ask precise queries to both private and public ai and combine multiple prompts to arrive at in depth long reads this can be enormously useful for complex data requests or to generate specific content formats building block 3 feeding prompts once you ve trained your model and arrived at various content formulas it s time to put your model and formulas to work this can be done manually article by article but with smart setup you can also do this at scale such as using already existing databases in your website s for inspiration example company website use company specific databases to provide relevant and contextual information to the ai comparing companies using various data sources the ai can compare companies on various parameters such as revenue location demographics etc example recipe site it can consist of all kinds of data sets such as demographic information customer feedback sales figures etc searches as a feed by entering common or trending searches the ai can better respond to current needs and queries with private ai the power of advanced content creation and data processing is in your hands whether it s personalized content strategies or in depth data analysis with the right building blocks and training your ai model can work wonders our experience with private ai reflection on 100 days since go live after 100 days of intensive work with private ai we gained a range of exciting experiences and insights our collaborative projects ranged from partnerships with commercial organizations to demos with publishers here s an overview of what we learned pay attention to input quality the rubbish in rubbish out principle proved true time and again the quality of the training data largely determines the quality of the outcome avoid intertwining opinions and facts when we trained a model with 5 000 articles from a newspaper it generally produced well researched objective articles but one particular paragraph was unexpectedly opinionated and activist in nature this was because we had included opinion articles in our training now we either adjust our training process to exclude such articles or we make sure that specific training data is not used in specific questions the challenge of writing prompts writing good prompts is an art in itself regardless of whether you are working with public or private ai without significant experience you will not easily reach a desired outcome as a guideline it s advisable to have more than 100 hours of experience with prompts or work with an expert who can help write effective prompts volume of training data we have found that you need between 1 000 and 2 500 articles per topic for optimal results although we have experimented with archives of up to 100 000 articles we are confident that we can handle up to 1 000 000 articles with our current approach pay attention to balance between new and old for example if you are a newspaper and you want to embrace modern writing styles but at the same time make use of your historical archives it is essential to keep this balance in mind when designing your private ai provide diversity in content it is crucial to have multiple content formulas or formats repeatedly generating one type of content can lead to monotony working with private ai is something you learn by doing it has helped us understand how powerful but also how nuanced ai based content creation can be we look forward to further experiments in this area with end users and content agencies private ai as the next step private ai in contrast to public ai marks a significant leap into a future where content creation is more authentic nuanced and efficient while battling many of the risks of public ai this technology is inherently customizable each application is unique given the variation in training data formulas and prompts as a result it requires a combination of technical expertise and strategic content marketing insights this coupled with the fact that there is a lot of trial and error involved means that private ai is still a vast unexplored area brimming with opportunity the header image was generated with dall e 3 by sebastiaan van der lans in addition here s a podcast i recorded with joost de valk founder yoast seo on ai and search earlier this year posted by sebastiaan van der lans october 31 2023 october 31 2023 posted in content timestamps leave a comment on private ai in practice authentic and effective content creation with ai unleashing the power of private ai models transforming publisher s content archive into an seo goldmine publishers are constantly seeking innovative ways to optimize their content and improve their search engine rankings private ai models offer a groundbreaking solution that can revolutionize the publishing industry by training ai models on their own data publishers can unlock the power of personalization streamline content creation and maximize seo and structured data opportunities in this blog i ll explore how private ai models can turn a publisher s content archive into a valuable seo goldmine personalization and streamlined content creation private ai models enable publishers to create personalized drafts and content suggestions that align perfectly with their brand identity by analyzing historical data these models capture the publisher s unique tone of voice and historical patterns this level of personalization streamlines content creation saves time and ensures consistency and authenticity across all published content seo and structured data optimization when combined with deeply structured data private ai models have the potential to transform a publisher s seo strategy by integrating timestamps and provenance technology publishers can enhance search engine visibility improve experience expertise authoritativeness and trustworthiness e e a t signals and drive organic traffic growth timestamping content establishes credibility and signals freshness while provenance technology provides transparent data about the origin and history of content expertise and collaboration as experts in the seo policy provenance and content spaces we are uniquely positioned to drive the success of publishers leveraging private ai models our team s extensive experience in developing tools coupled with our expertise in timestamps and provenance technology ensures that publishers receive the best possible guidance and results we understand the industry s best practices and search engine guidelines to help publishers maximize their seo benefits collaboration opportunities we are excited to collaborate with forward thinking publishers on implementing private ai models to unlock the full potential of their content archives this transformative solution offers the opportunity to boost seo enhance e a t signals and establish publishers as authoritative sources of information join us in harnessing the power of private ai models to drive seo growth and revolutionize the publishing industry conclusion private ai models present an exceptional opportunity for publishers to optimize their content archives and boost their seo performance by leveraging personalization streamlining content creation and integrating timestamps and provenance technology publishers can turn their archives into valuable seo goldmines with our expertise and collaborative approach we are ready to empower publishers to achieve unprecedented seo success and elevate their online presence contact us today to explore how private ai models can transform your content archive into an seo goldmine together we can revolutionize your publishing strategy and drive sustainable growth posted by sebastiaan van der lans june 28 2023 october 31 2023 posted in content timestamps leave a comment on unleashing the power of private ai models transforming publisher s content archive into an seo goldmine keynote blockchain media dublin october 28th 2020 i was invited to deliver a keynote on blockchain media on behalf of wordproof here you ll find the slides with links to all resources mentioned as many elements in the slides are clickable blockchain new media building a trusted web with blockchain timestamps from bas van der lans if you find the presentation helpful or relevant to what you work on feel free to connect connect on linkedin follow wordproof and me on twitter get started with wordproof by watching a demo or right away via wordpress furthermore here s a recent interview on media and blockchain at the dutch media week together with joost de valk founder of yoast seo 11 million sites use their tools vincent everts and the creative director of a leading dutch media outlet here s an article based on this interview will europe lead the trusted web after gdpr posted by sebastiaan van der lans october 28 2020 august 18 2022 posted in content timestamps leave a comment on keynote blockchain media will europe lead the trusted web after gdpr a truthful internet makes a trustworthy society that s what we firmly believe at wordproof and as winners of europe s blockchains for social good i dare to say that our visions align we need a better internet for all citizens europe has a reputation for fighting for a better internet hence gdpr this article focuses on what policymakers could do to lead the way towards a trusted web tldr there s a massive opportunity for policymakers today even though the internet has brought us many good things it has a deep rooted issue trust on the internet citizens suffer fraud manipulation and theft on a daily basis policymakers can play a role in guiding the world towards a trustworthy internet that s what europe tried to do with gdpr and that s what organizations like europe s ngi next generation internet work on every day english subs available how to improve the internet seo combat fake news through policy with vincent everts and joost de valk continue reading will europe lead the trusted web after gdpr posted by sebastiaan van der lans october 15 2020 august 25 2022 posted in content timestamps 1 comment on will europe lead the trusted web after gdpr how to win 1 million 8 tips for winning prizes to grow your start up today wordproof officially received the 1 million prize as the winner of europe s blockchain for social good competition how did wordproof win that 1 million from the european commission is a question we frequently get as winning prizes is an interesting alternative or addition to searching for investors as it doesn t cost you equity i sat down wi...