{"id":21338,"date":"2022-12-06T15:07:27","date_gmt":"2022-12-06T15:07:27","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2022\/12\/06\/radar-trends-to-watch-december-2022-oreilly\/"},"modified":"2022-12-06T15:07:27","modified_gmt":"2022-12-06T15:07:27","slug":"radar-trends-to-watch-december-2022-oreilly","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2022\/12\/06\/radar-trends-to-watch-december-2022-oreilly\/","title":{"rendered":"Radar Trends to Watch: December 2022 \u2013 O\u2019Reilly"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"post-radar-content\">\n<div class=\"main-post-radar-content\">\n<p>This month\u2019s news has been overshadowed by the implosion of SBF\u2019s TFX and the possible implosion of Elon Musk\u2019s Twitter. All the noise doesn\u2019t mean that important things aren\u2019t happening. Many companies, organizations, and individuals are wrestling with the copyright implications of generative AI. Google is playing a long game: they believe that the goal isn\u2019t to imitate art works, but to build better user interfaces for humans to collaborate with AI so they can create something new. Facebook\u2019s AI for playing Diplomacy is an exciting new development. Diplomacy requires players to negotiate with other players, assess their mental state, and decide whether or not to honor their commitments. None of these are easy tasks for an AI. And IBM now has a 433 Qubit quantum chip\u2013an important step towards making a useful quantum processor.<\/p>\n<h3>Artificial Intelligence<\/h3>\n<ul>\n<li>Facebook has developed an <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/arstechnica.com\/information-technology\/2022\/11\/meta-researchers-create-ai-that-masters-diplomacy-tricking-human-players\/\" target=\"_blank\">AI system that plays Diplomacy<\/a>. Diplomacy is a board game that includes periods for non-binding negotiations between players, leading to collaborations and betrayals. It requires extensive use of natural language, in addition to the ability to understand and maintain relationships with other players.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.newscientist.com\/article\/2343953-shutterstock-will-sell-ai-generated-art-and-compensate-human-artists\/\" target=\"_blank\">Shutterstock will be collaborating with OpenAI<\/a> to build a model based on DALL-E that has been trained only on art that Shutterstock has licensed. They will also put in place a plan for compensating artists whose work was used to train the model.<\/li>\n<li>Facebook\u2019s large language model for scientific research, <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.technologyreview.com\/2022\/11\/18\/1063487\/meta-large-language-model-ai-only-survived-three-days-gpt-3-science\/\" target=\"_blank\">Galactica<\/a>, only survived online for three days. It produced scientific papers that sounded reasonable, but the content was often factually incorrect, including \u201cfake research\u201d attributed to real scientists. It was prone to generating hate research directed against almost any minority.<\/li>\n<li>Google has put a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/analyticsindiamag.com\/first-trillion-parameter-model-on-huggingface-mixture-of-experts-moe\/\" target=\"_blank\">Switch Transformers model on<\/a><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/huggingface.co\/docs\/transformers\/main\/en\/model_doc\/switch_transformers\" target=\"_blank\"> HuggingFace<\/a>. This is a very large <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/arxiv.org\/pdf\/2101.03961.pdf\" target=\"_blank\">Mixture of Experts<\/a> model (1.6 trillion parameters) that uses many sub-models, routing different tokens to different models. Despite the size, Switch Transformers are relatively fast and efficient.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.oneai.com\/\" target=\"_blank\">OneAI<\/a> has launched a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/service-simplifies-natural-language-processing-for-developers\/\" target=\"_blank\">Natural Language Processing-as-a-Service<\/a> service, based on OpenAI\u2019s <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/github.com\/openai\/whisper\" target=\"_blank\">Whisper <\/a><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/openai.com\/blog\/whisper\/\" target=\"_blank\">model<\/a>.\u00a0Whisper is relatively small, impressively accurate, and supports multiple languages.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenextweb.com\/news\/ai-governance-critical-trustworthy-explainable-ai\" target=\"_blank\">AI governance<\/a>\u2013including the ability to explain and audit results\u2013is a necessity if AI is going to thrive in an era of declining public trust and increasing regulation.<\/li>\n<li>Researches have developed an AI system that <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/techxplore.com\/news\/2022-11-deer-socially-aware-ai-humans.html\" target=\"_blank\">learns to identify objects by using a natural language interface to ask humans<\/a> what they\u2019re seeing. This could be a route towards AI that learns more effectively.<\/li>\n<li>Google is developing a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/bdtechtalks.com\/2022\/11\/07\/google-generative-ai-strategy\/\" target=\"_blank\">human-in-the-loop tool for their large language model LaMDA<\/a>, designed to help writers interact with AI to create a story. The <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/wordcraft-writers-workshop.appspot.com\/\" target=\"_blank\">Wordcraft Writers Workshop<\/a> is another project about collaborating with LaMDA. \u201cUsing LaMDA to write full stories is a dead end.\u201d<\/li>\n<li>You didn\u2019t really want a never-ending AI-generated discussion between Werner Herzog and Slavoj \u017di\u017eek, did you? Welcome to the <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/infiniteconversation.com\/\" target=\"_blank\">Infinite Conversation<\/a>.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/ai.googleblog.com\/2022\/11\/robots-that-write-their-own-code.html?m=1\" target=\"_blank\">Code as Policies<\/a> extends AI code generation to robotics: it uses a large language model to generate Python code for robotic tasks from verbal descriptions. The result is a robot that can perform tasks that it has not been explicitly trained to do. <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/github.com\/google-research\/google-research\/tree\/master\/code_as_policies\" target=\"_blank\">Code is available on GitHub<\/a>.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.askedith.ai\/\" target=\"_blank\">AskEdith<\/a> is a natural language interface for databases that converts English into SQL. Copilot for DBAs.<\/li>\n<li>Facebook has <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/arstechnica.com\/information-technology\/2022\/11\/metas-ai-powered-audio-codec-promises-10x-compression-over-mp3\/\" target=\"_blank\">used AI to build an audio CODEC<\/a> that is 10 times more efficient than MP3.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/blog.cerebrium.ai\/setfit-outperforms-gpt-3-while-being-1600x-smaller-8b7b14e105f3\" target=\"_blank\">SetFit is a much smaller language model<\/a> (1\/1600th the size of GPT-3) that allows smaller organizations to build specialized natural language systems with minimal training data.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/bdtechtalks.com\/2022\/10\/31\/wide-transformers-models\/\" target=\"_blank\">Wide transformer models<\/a> with fewer attention layers may be able to reduce the size (and power requirements) of large language models while increasing their performance and interpretability.<\/li>\n<li><a href=\"https:\/\/medium.com\/emburse\/using-semi-supervised-learning-to-label-large-or-complex-datasets-2c4a061225f9\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Semi-supervised learning<\/a> is a partially automated process for labeling large datasets. Starting with a small amount of hand-labeled data, you train a model to label data; use that model; check results for accuracy; and retrain.<\/li>\n<\/ul>\n<h3>Programming<\/h3>\n<ul>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/duckdb.org\/\" target=\"_blank\">DuckDB<\/a> is a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/tomtunguz.com\/motherduck-seed-a\/\" target=\"_blank\">very fast database<\/a> designed for online analytic processing (OLAP) of small to medium datasets. It runs easily on a laptop and integrates very well with Python.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/fast-and-furious-doubling-down-on-sbom-drift\/\" target=\"_blank\">How do you manage SBOM drift?<\/a> Building a software bill of materials is one thing; keeping it accurate as a project goes through development and deployment is another.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/adoption-of-rust-whos-using-it-and-how\/\" target=\"_blank\">Who is using Rust?<\/a> Time for a study. Nearly 200 companies, including Microsoft and Amazon; Azure\u2019s CTO strongly suggests that developers avoid C or C++ in favor of Rust.<\/li>\n<li>What comes after Copilot? Github is looking at <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/githubnext.com\/projects\/hey-github\/\" target=\"_blank\">voice-to-code<\/a>: programming without a keyboard.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/github.com\/run-ai\/vscode-genv\" target=\"_blank\">genv<\/a> is <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/mlops-needs-a-better-way-to-manage-gpus\/\" target=\"_blank\">a tool for managing GPU use<\/a>, an often neglected part of MLOps. Unlike CPUs, they are usually allocated statically, and can\u2019t be reallocated if they\u2019re underused or unused.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/the-next-wave-of-network-orchestration-mdso\/\" target=\"_blank\">Multidomain service orchestration<\/a> could be the next step beyond Kubernetes: orchestration between software components that are running in completely different environments.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/arstechnica.com\/information-technology\/2022\/11\/new-mac-app-wants-to-record-everything-you-do-so-you-can-rewind-it-later\/\" target=\"_blank\">Rewind<\/a>, an unreleased product for Macs, claims to record everything you do, see, or hear, so you can look it up later. There are obvious ramifications for privacy and security, though users can start and stop recording. The key technology seems to be extremely effective compression.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/redmonk.com\/jgovernor\/2022\/09\/30\/progressive-delivery-for-database-schema-changes-oh-my\/\" target=\"_blank\">Progressive delivery for databases<\/a>? As James Governor points out, database schemas have been left behind by CI\/CD. That may be changing.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/next-js-13-debuts-a-faster-rust-based-bundler\/\" target=\"_blank\">Turbopack<\/a>, a new Rust-based bundler for Next.js, promises greatly improved performance. Unlike Webpack, Turbopack does incremental builds, and is designed for use in both development and production.<\/li>\n<li>Shell scripting never goes out of date. Here are some <a href=\"https:\/\/sharats.me\/posts\/shell-script-best-practices\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">best practices<\/a>, starting with \u201calways use bash.\u201d<\/li>\n<\/ul>\n<h3>Security<\/h3>\n<ul>\n<li>The US Department of Defense has released their <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.defense.gov\/News\/Releases\/Release\/Article\/3225919\/department-of-defense-releases-zero-trust-strategy-and-roadmap\/\" target=\"_blank\">road map<\/a> towards implementing zero trust by 2027.<\/li>\n<li>A new <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.bleepingcomputer.com\/news\/security\/new-ransomware-encrypts-files-then-steals-your-discord-account\/\" target=\"_blank\">ransomware attack steals the victim\u2019s Discord account<\/a> in addition to encrypting files. It\u2019s theorized that the Discord account may be used to launch cryptocurrency and NFT scams. In any case, it\u2019s a sure sign of where cyber criminals see value: not in Facebook or Twitter.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/synopsyss-report-what-apps-dont-have-security-holes\/\" target=\"_blank\">95% of all web applications have security holes<\/a>. And that\u2019s an improvement over last year. 77% had a vulnerability listed in <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/owasp.org\/www-project-top-ten\/\" target=\"_blank\">OWASP\u2019s top 10<\/a>: misconfiguration, broken access control, and other basic stuff. The biggest problem in infosec is (still) getting the basics right.<\/li>\n<li>The popularity of <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/cryptojacking-free-money-for-attackers-huge-cloud-bill-for-you\/\" target=\"_blank\">cryptojacking<\/a> (mining cryptocurrency with malware planted in someone else\u2019s applications) continues to rise, as the collapse in cryptocurrency prices makes legitimate mining unprofitable.<\/li>\n<li>A threat group named Worok is <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.bleepingcomputer.com\/news\/security\/worok-hackers-hide-new-malware-in-pngs-using-steganography\/\" target=\"_blank\">using steganography to hide malware<\/a> within PNG images.<\/li>\n<li>All of the major browsers (Chrome, Firefox, Safari) <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.schneier.com\/blog\/archives\/2022\/11\/an-untrustworthy-tls-certificate-in-browsers.html\" target=\"_blank\">trust certificates that allow a number of untrustworthy companies to act as certificate authorities<\/a>. These companies are involved in activities like planting spyware on web sites to collect users\u2019 personal data.<\/li>\n<li>A <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.bleepingcomputer.com\/news\/security\/15-000-sites-hacked-for-massive-google-seo-poisoning-campaign\/\" target=\"_blank\">massive SEO-poisoning<\/a> campaign has compromised 15,000 WordPress sites, with the aim of causing Google searches to send people to fake Q&amp;A sites. This may be a precursor to using the fake sites for phishing or installing malware.<\/li>\n<li>The British Government has started a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.bleepingcomputer.com\/news\/security\/british-govt-is-scanning-all-internet-devices-hosted-in-uk\/\" target=\"_blank\">scan of all Internet devices<\/a> located in the UK. Its intent is to detect vulnerabilities.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.technologyreview.com\/2022\/11\/02\/1062261\/a-new-age-of-disaster-recovery-planning-for-smes\/\" target=\"_blank\">Cyberattacks are increasingly targeted at small to medium businesses<\/a>, the vast majority of which don\u2019t have plans for defense or disaster recovery.<\/li>\n<li><a href=\"https:\/\/bdtechtalks.com\/2022\/10\/30\/multi-factor-authentication-fatigue-attacks\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Multifactor Fatigue<\/a> is a new kind of attack against multifactor authentication: bombarding a user with automation requests, hoping that they will accidentally approve one.<\/li>\n<\/ul>\n<h3>Quantum Computing<\/h3>\n<ul>\n<li>Scott Aaronson has posted an \u201cextremely compressed\u201d (3-hour) version of his undergraduate course in <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.youtube.com\/watch?v=qs0D9sdbKPU\" target=\"_blank\">Quantum Computing<\/a> on YouTube. It\u2019s an excellent way to get started.<\/li>\n<li>Horizon Quantum Computing is launching a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/new-software-platform-for-quantum-computing-teases-launch\/\" target=\"_blank\">development platform<\/a> that will let programmers write code in a language like C or C++, and then compile and optimize it for a quantum computer.<\/li>\n<li>IBM has created a <a href=\"https:\/\/newsroom.ibm.com\/2022-11-09-IBM-Unveils-400-Qubit-Plus-Quantum-Processor-and-Next-Generation-IBM-Quantum-System-Two\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">433-qubit quantum chip<\/a>, and updated the Qiskit runtime with improved error correction. This represents a big step forward, though we are still far from usable quantum computing.<\/li>\n<\/ul>\n<h3>Cryptocurrency and Blockchains<\/h3>\n<ul>\n<li>The <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.forbes.com\/sites\/michaeldelcastillo\/2022\/11\/16\/seminal-blockchain-project--goes-down-the-drain-chairman-apologizes\/?sh=4bb4e72e17d3\" target=\"_blank\">Australian Stock Exchanged canceled its 6-year-old blockchain experiment<\/a>, which would have put most of its work onto a Blockchain-like shared distributed ledger.<\/li>\n<li>Vitalik Buterin responds to the FTX failure by hypothesizing about a \u201c<a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/vitalik.ca\/general\/2022\/11\/19\/proof_of_solvency.html\" target=\"_blank\">proof of solvency<\/a>\u201d that would be independent of audits and other \u201cfiat\u201d methods. The theme is familiar: can cryptocurrency move closer to trustlessness?<\/li>\n<li>One \u201cselling point\u201d of NFTs has been that royalties can be passed to creators on resale of the NFT. However, many marketplaces <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/cointelegraph.com\/news\/crypto-twitter-split-as-another-nft-platform-moves-to-opt-in-royalties\" target=\"_blank\">do not enforce royalty payments<\/a>, and building royalties into the smart contracts underlying NFTs is <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.theblock.co\/post\/178603\/why-nft-royalties-are-almost-impossible-to-enforce-on-chain\" target=\"_blank\">close to impossible<\/a>. Some marketplaces, including <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/cointelegraph.com\/news\/magic-eden-defends-launch-of-nft-royalty-enforcement-tool\" target=\"_blank\">Magic Eden<\/a> and <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.coindesk.com\/web3\/2022\/11\/07\/opensea-launches-first-royalty-enforcement-tool-amid-nft-marketplace-drama\/\" target=\"_blank\">OpenSea<\/a>, have developed tools for enforcing royalty payments.<\/li>\n<li>Infrastructure for renewable energy is <a href=\"https:\/\/www.technologyreview.com\/2022\/11\/02\/1062403\/accelerating-the-energy-transition-with-web3-technologies\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">bound to be less centralized<\/a>. Is it an application for a blockchain? Or is a blockchain just a tool for recentralization? Is it creepy when Shell is arguing for decentralization?<\/li>\n<\/ul>\n<h3>Metaverse<\/h3>\n<ul>\n<li>Can a nation upload itself to the metaverse? At the COP27 climate summit, <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.news.com.au\/technology\/environment\/climate-change\/we-have-no-choice-nation-forced-into-metaverse-as-it-disappears\/news-story\/d05b51abda47891ce913041d15741ba2\" target=\"_blank\">Tuvalu\u2019s foreign minister proposed<\/a>, bitterly, that this may be their only solution to global warming, which will put their entire nation underwater. Their geography, culture, and national sovereignty could be preserved in a virtual world.<\/li>\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.technologyreview.com\/2022\/11\/10\/1062981\/dark-forest-blockchain-video-game-creates-metaverse\/\" target=\"_blank\">The Dark Forest<\/a> is a massive multiplayer online game that is based on a blockchain. It is almost certainly the most complex game based on blockchain technology. There is no central server; it may show a way into building a Metaverse that is truly decentralized.<\/li>\n<li>When is VR too connected to the real world? Palmer Lucky, founder of Oculus, has built a <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"http:\/\/palmerluckey.com\/if-you-die-in-the-game-you-die-in-real-life\/\" target=\"_blank\">VR headset that will kill you<\/a> if you die in the game. While he says this is just \u201coffice art,\u201d he seems to believe that devices like this will eventually become real products.<\/li>\n<li>The internet developed organically, in ways nobody could have predicted. Ben Evans argues that if the <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.ben-evans.com\/benedictevans\/2022\/10\/31\/ways-to-think-about-a-metaverse\" target=\"_blank\">Metaverse<\/a> happens, it will also develop organically. That isn\u2019t an excuse not to experiment. But it is a reason not to invest too much in conflicting definitions.<\/li>\n<\/ul>\n<h3>Web<\/h3>\n<ul>\n<li>The flow of users from Twitter to <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/docs.joinmastodon.org\/\" target=\"_blank\">Mastodon<\/a> means that the <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.w3.org\/TR\/activitypub\/\" target=\"_blank\">ActivityPub<\/a> protocol (the protocol behind Mastodon\u2019s federated design) is <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/thenewstack.io\/devs-are-excited-by-activitypub-open-protocol-for-mastodon\/\" target=\"_blank\">worth understanding<\/a>. Mastodon won\u2019t (can\u2019t) make the mistake of disenfranchising developers of new clients and other applications.<\/li>\n<li>Google is imposing a <a href=\"https:\/\/medium.com\/geekculture\/google-destroys-ai-generated-content-rankings-59589da095ab\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">penalty on AI-generated content in its rankings<\/a>. While a reduction of 20% seems small, that penalty causes a significant reduction in traffic.<\/li>\n<\/ul>\n<h3>Things<\/h3>\n<div class=\"Rp42B4X3\">\n<div itemscope=\"\" itemtype=\"http:\/\/schema.org\/Product\" class=\"inline-cta trial-cta\" id=\"trial-cta\">\n<div class=\"thumb\">\n    <a href=\"https:\/\/www.oreilly.com\/online-learning\/\">&#13;<br \/>\n      <img decoding=\"async\" itemprop=\"image\" src=\"https:\/\/d3ansictanv2wj.cloudfront.net\/safari-topic-cta-1f60e6f96856da19ba3cb25660472ca5.jpg\" loading=\"lazy\" class=\"\"\/>&#13;<br \/>\n    <\/a>\n  <\/div>\n<p>&#13;<\/p>\n<h2>&#13;<br \/>\n      Learn faster. Dig deeper. See farther.&#13;<br \/>\n    <\/h2>\n<p>&#13;\n  <\/p>\n<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.oreilly.com\/radar\/radar-trends-to-watch-december-2022\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This month\u2019s news has been overshadowed by the implosion of SBF\u2019s TFX and the possible implosion of Elon Musk\u2019s Twitter. 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