Is AI trading legal?
Is AI Trading Legal? Yes, both algorithmic and AI-trading are legal. By the way, have you known that 52% of the US financial services firms already employ deep learning for developing innovative trading and investment strategies?
Can I use AI for trading?
Yes, AI is currently widely applied in the field of stock trading and investment due to the ability of AI systems to process vast masses of information and analyze them in the real-time mode.
Why is algorithmic trading legal?
While their concerns may be legitimate, there are no rules or laws in place that keep retail traders from making use of trading algorithms.
Is AI trading better than humans?
With AI machines possessing capabilities to evolve, adapt and search for patterns, asset managers can use them to enhance investments. So is AI better at trading than humans? Yes – but this doesn't necessarily mean there will no longer be a place for human traders, investors or asset managers.
How accurate is AI trading?
Stocksignal AI Stock Picks with 70% accuracy, beating the market by 1042% Number of stocks that gained 1% or more since the moment they were picked by the system until the day the accuracy is evaluated. Also, stock price cannot go lower than provided stop loss levels.
Is AI worth investing in?
Although there is risk involved in any kind of financial decision, AI seems to be a strategic area of investment. Banks, financial services and fintech companies are building robust AI strategies and using it to streamline fraud detection, underwriting, wealth management, and much more.
Can I buy a stock trading bot?
StockSwingBot.com offers a stock trading bot using a proven swing trading strategy. It is a custom built system that is highly robust and not over optimized. It runs on top of a highly popular charting platform and connects to a large online stock broker for a fully automated stock trading experience.
Do trading bots make money?
Answer: Trading bots are profitable for as long as you can configure them properly. The best crypto trading bots will obviously make a profit and it is essential to set to test them or have some sort of guarantee first before buying. Then it is essential to learn their working. Otherwise, they can also make losses.
How successful are trading bots?
There is often a more than 100% difference between market result and trading result. On an hourly interval the algorithms do much better, with some months of profits and some periods of outperforming the markets. However, on average, all of them are worse than the buy-and-hold strategy.
Is algorithmic trading risky?
Algorithmic HFT has a number of risks, the biggest of which is its potential to amplify systemic risk. Its propensity to intensify market volatility can ripple across to other markets and stoke investor uncertainty.
Will AI replace day traders?
The trader will not become obsolete very soon. However, as machine learning models improve at making accurate predictions based on data, their roles will likely grow more specialized.
Will AI replace retail traders?
As with everything AI touches, it's reductive to say that advanced technology will completely take over human traders' jobs. However, the roles of human-financial-traders will likely become more specialized as machine learning models get more advanced at making accurate predictions based on data.
How do I make an AI trade bot?
- Project planning. ...
- Choose your IT infrastructure solution and technology stack. ...
- Estimate your project. ...
- Onboard your development team. ...
- Prepare data for training and testing the proposed AI crypto trading bot. ...
- Design and implement a robust information security solution.
How do I invest in AI?
- Global X Robotics & Artificial Intelligence ETF (BOTZ) BOTZ invests in companies focused on AI and robotics technologies across sectors in developed world markets. ...
- ARK Autonomous Technology & Robotics ETF (ARKQ) ...
- ROBO Global Robotics and Automation Index ETF (ROBO)
Who is buying AI?
Enterprise software maker ServiceNow has been making AI acquisitions. Under new Chief Executive Bill McDermott, ServiceNow in early 2020 acquired two AI companies, Passage AI and Loom Systems. DocuSign (DOCU) in 2020 agreed to buy Seal Software for $188 million.
What should I invest in for 2022?
- High-yield savings accounts.
- Short-term certificates of deposit.
- Short-term government bond funds.
- Series I bonds.
- Short-term corporate bond funds.
- S&P 500 index funds.
- Dividend stock funds.
- Value stock funds.
What company is the leader in AI?
While the market for AI products and services is fragmented, IBM is leading the industry. Market research firm IDC ranked IBM as the leader in AI software platforms with a 13.7% market share in 2020, up 46% from the prior year.
Who is the leader in AI?
IBM has been a leader in the field of artificial intelligence since the 1950s. Its efforts in recent years center around IBM Watson, an AI-based cognitive service, AI software as a service, and scale-out systems designed for delivering cloud-based analytics and AI services.
Who is the best AI company?
- Alphabet Inc. (GOOG, GOOGL)
- Micron Technology Inc. (MU)
- C3.ai Inc. (AI)
- Amazon.com Inc. (AMZN)
- Meta Platforms Inc. (META)
- Microsoft Corp. (MSFT)
- International Business Machines Corp. (IBM)
- DocuSign Inc. (DOCU)
Can you automate stock trading?
Traders do have the option to run their automated trading systems through a server-based trading platform. These platforms frequently offer commercial strategies for sale so traders can design their own systems or the ability to host existing systems on the server-based platform.
Which is the best automated trading platform?
- eToro.
- AvaTrade.
- Learn2Trade.
- Forex.com.
- NinjaTrader.
How is algorithmic trading used?
Algorithmic trading makes use of complex formulas, combined with mathematical models and human oversight, to make decisions to buy or sell financial securities on an exchange. Algorithmic traders often make use of high-frequency trading technology, which can enable a firm to make tens of thousands of trades per second.
Do trading bots make money?
Answer: Trading bots are profitable for as long as you can configure them properly. The best crypto trading bots will obviously make a profit and it is essential to set to test them or have some sort of guarantee first before buying. Then it is essential to learn their working. Otherwise, they can also make losses.
How successful are trading bots?
There is often a more than 100% difference between market result and trading result. On an hourly interval the algorithms do much better, with some months of profits and some periods of outperforming the markets. However, on average, all of them are worse than the buy-and-hold strategy.
Is day trading illegal?
While day trading is neither illegal nor is it unethical, it can be highly risky. Most individual investors do not have the wealth, the time, or the temperament to make money and to sustain the devastating losses that day trading can bring.
References
- https://www.dexerto.com/apex-legends/all-apex-legends-heirlooms-how-to-get-heirloom-shards-1510719/
- https://www.dexerto.com/apex-legends/wattson-players-call-for-buff-in-apex-legends-to-counter-seer-1625363/
- https://www.seeker.com/how-much-of-the-internet-is-hidden-1792697912.html
- https://en.wikipedia.org/wiki/Google_services_outages
- https://www.computerworld.com/article/2492642/microsoft-s-office-365-home-premium-to-cost--99-99-annually-per-subscription.html
- https://www.ggrecon.com/guides/apex-legends-seer-abilities-lore/
- https://www.oberlo.com/blog/top-search-engines-world
- https://blog.prepscholar.com/what-comes-after-trillion
- https://www.geeksforgeeks.org/different-job-roles-in-blockchain-technology/
- https://www.datamation.com/featured/ai-companies/
- https://www.dexerto.com/apex-legends/apex-legends-writer-reveals-new-lore-details-for-octane-mirage-1346714/
- https://answers.ea.com/t5/General-Discussion/Seer-or-crypto-who-s-currently-the-better-legend/td-p/10911131
- https://www.911security.com/en-us/knowledge-hub/drone-detection/radar
- https://www.careerera.com/blog/which-is-better-blockchain-or-data-science
- https://www.sec.gov/reportspubs/investor-publications/investorpubsdaytipshtm.html
- https://apexlegends.fandom.com/wiki/Pathfinder
- https://www.insiderintelligence.com/content/google-remains-most-popular-us-search-engine
- https://www.charlieintel.com/apex-legends-seer-lil-nas-x/119896/
- https://www.dexerto.com/apex-legends/apex-legends-characters-age-history-1866017/
- https://www.indeed.com/companies/compare/Google-vs-Microsoft-d5cd619626c9f6f7-e3a48f8a4a788271
- https://www.dualshockers.com/roblox-murder-mystery-2-mm2/
- https://liquipedia.net/apexlegends/Portal:Statistics
- https://www.nytimes.com/1992/06/28/business/microsoft-s-unlikely-millionaires.html
- https://blog.imarticus.org/is-mathematics-required-to-implement-blockchain-solutions-in-business-fintech-blog/
- https://www.thestar.com/business/opinion/2022/02/19/google-search-has-gotten-worse-heres-the-trick-people-have-found-to-get-around-it.html
- https://tradingplatforms.com/automated/
- https://gloot.com/blog/apex-legends-everything-you-need-to-know-about-bloodhound
- https://www.comparably.com/blog/study-what-its-like-to-interview-amazon-apple-facebook-google-microsoft/
- https://twitter.com/fanbytemedia/status/1100173821733203968
- https://www.trustedreviews.com/news/are-macs-safer-than-windows-laptops-4205593
- https://nocamels.com/2022/03/israel-see-through-wall-game-changer/
- https://www.ggrecon.com/guides/apex-legends-seer-nerf/
- https://apexlegends.fandom.com/wiki/Seer
- https://www.dexerto.com/apex-legends/imperialhal-explains-why-seer-is-broken-and-makes-apex-legends-easy-mode-1848499/
- https://gamerant.com/apex-legends-season-13-character-tier-list-newcastle/
- https://fintechmagazine.com/sustainability/ai-worth-investing
- https://www.dexerto.com/apex-legends/apex-legends-pro-albralelie-explains-why-seer-is-gaming-breaking-in-current-meta-1875899/
- https://vikings.fandom.com/wiki/The_Seer
- https://www.dexerto.com/apex-legends/apex-legends-dev-confirms-time-is-coming-for-major-seer-nerfs-2000288/
- https://www.blockchain-council.org/blockchain/java-or-python-which-suits-blockchain-better/
- https://www.thetradenews.com/blog/man-vs-machine-the-rise-of-ai-investing/
- https://www.dexerto.com/apex-legends/seer-sees-apex-legends-pick-rate-collapse-after-major-nerfs-1641013/
- https://www.investopedia.com/articles/trading/11/automated-trading-systems.asp
- https://escapethewolf.com/2296/when-you-under-physical-surveillance/
- https://www.upgrad.com/blog/skills-needed-to-become-blockchain-developer/
- https://www.fool.com/investing/stock-market/market-sectors/information-technology/ai-stocks/
- https://blog.hubspot.com/marketing/top-search-engines
- https://www.eurogamer.net/apex-legends-seer-abilities-explained-launch-skins-list-8022
- https://www.droneblog.com/i-just-found-a-drone-what-should-i-do-with-it/
- https://www.dexerto.com/apex-legends/how-to-play-seer-in-apex-legends-abilities-tips-more-1623325/
- https://www.linkedin.com/pulse/could-artificial-intelligence-completely-replace-?trk=organization-update-content_share-article
- https://www.droneblog.com/drone-looks-from-ground/
- https://www.investors.com/news/technology/artificial-intelligence-stocks/
- https://www.dictionary.com/browse/seer
- https://dronereviewsplace.com/why-are-drones-following-me/
- https://www.gadgetreview.com/how-far-can-military-drones-fly
- https://www.gamespot.com/articles/apex-legends-seer-can-see-heartbeats-farther-than-he-can-hear-them/1100-6494593/
- https://fitsmallbusiness.com/g-suite-vs-office-365/
- https://www.caa.co.uk/consumers/remotely-piloted-aircraft/general-guidance/reporting-misuse-of-a-unmanned-aircraft-and-drones/
- https://computersciencehero.com/careers/blockchain-developer/
- https://www.oldest.org/entertainment/youngest-apex-legend-characters/
- https://www.west-midlands.police.uk/frequently-asked-questions/police-drones
- https://www.investopedia.com/terms/a/algorithmictrading.asp
- https://www.ign.com/wikis/apex-legends/Seer_Guide_and_Tips
- https://afkgaming.com/esports/guide/seer-vs-bloodhound-who-is-the-better-recon-legend
- https://nordvpn.com/blog/private-search-engines/
- https://coptrz.com/blog/drone-solutions-for-police-how-are-the-police-using-drones/
- https://www.glassdoor.co.in/Compare/Apple-vs-Google-EI_IE1138-E9079.htm
- https://dotesports.com/apex-legends/news/best-legends-to-pair-with-seer-in-apex
- https://dronereviewsplace.com/why-are-there-drones-in-the-sky-at-night/
- https://www.dexerto.com/apex-legends/best-legends-to-use-in-apex-legends-ultimate-tier-list-1194717/
- https://www.droneblog.com/how-to-spot-a-drone-at-night-things-to-look-for/
- https://www.washingtonpost.com/technology/2022/03/09/police-technologies-future-of-work-drones-ai-robots/
- https://www.dorset.police.uk/support-and-guidance/safety-in-your-community/use-of-drones/
- https://www.dexerto.com/apex-legends/which-characters-are-lgbtqia-in-apex-legends-1569544/
- https://en.wikipedia.org/wiki/Don%27t_be_evil
- https://www.ambitionbox.com/salaries/microsoft-corporation-salaries
- https://www.cbr.com/apex-legends-wattson-gibraltar-season-7/
- https://www.knowledgehut.com/blog/blockchain/programming-language-for-blockchain-development
- https://www.softwaretestinghelp.com/best-crypto-trading-bots/
- https://www.impression.co.uk/blog/bing-differ-google/
- https://www.investopedia.com/articles/personal-finance/042415/story-behind-googles-success.asp
- https://support.google.com/assistant/thread/134740704/how-can-i-turn-on-google-asstistants-offensive-words?hl=en
- https://en.wikipedia.org/wiki/List_of_largest_companies_by_revenue
- https://screenrant.com/why-the-seer-really-licked-flokis-hand-in-vikings-season-4/
- https://murder-mystery-2.fandom.com/wiki/Random_Painted_Seers
- https://dronereviewsplace.com/how-far-can-drones-go/
- https://www.gamespot.com/articles/apex-legends-season-15-launch-trailer-reveals-catalyst-and-seer-have-some-serious-beef/1100-6508472/
- https://www.wisestamp.com/blog/gmail-vs-outlook/
- https://www.analyticsinsight.net/how-to-become-a-self-taught-blockchain-developer-and-earn-millions/
- https://www.cnet.com/tech/services-and-software/googles-enemy-list-a-primer/
- https://www.radiusits.com/blog/microsoft-or-google/
- https://gamerant.com/apex-legends-seer-tips-guide/
- https://www.bbc.co.uk/news/technology-12343597
- https://hired.com/job-roles/blockchain-engineer
- https://www.gamespot.com/articles/seer-guide-apex-legends/1100-6494808/
- https://www.zdnet.com/article/office-365-vs-g-suite-which-productivity-suite-is-best-for-your-business/
- https://blockchaintrainingalliance.com/blogs/news/the-5-highest-paying-blockchain-jobs-in-2022
- https://apexlegends.fandom.com/wiki/Revenant
- https://www.inc.com/jt-odonnell/6-reasons-working-at-google-isnt-right-for-most-people.html
- https://gamerant.com/apex-legends-character-story/
- https://www.eccouncil.org/programs/blockchain-certification-courses/
- https://www.upgrad.com/blog/top-10-highest-paying-jobs-in-india/
- https://datrics.ai/use-cases-ai-application-in-stock-trading
- https://www.simplilearn.com/blockchain-programming-languages-article
- https://www.mcafee.com/en-in/safe-browser.html
- https://www.investopedia.com/articles/markets/012716/four-big-risks-algorithmic-highfrequency-trading.asp
- https://www.rockpapershotgun.com/best-apex-legends-characters-legend-tier-list-abilities-tips
- https://panmore.com/google-swot-analysis-recommendations
- https://fifthperson.com/apple-vs-microsoft/
- https://dronesgator.com/how-to-see-a-drone-at-night/
- https://titanfall.fandom.com/f/p/3300297438920853131
- https://www.visualcapitalist.com/ranked-the-most-valuable-brands-in-the-world/
- https://gloot.com/blog/apex-legends-how-to-really-pick-your-main
- https://www.einvestigator.com/the-use-of-drones-in-law-enforcement-and-private-investigation/
- https://www.ambitionbox.com/profile/blockchain-developer-salary
- https://medium.datadriveninvestor.com/stocksignal-ai-stock-picks-with-70-accuracy-beating-the-market-by-1042-5de98caa4f38
- https://www.businessinsider.com/25-giant-companies-that-earn-more-than-entire-countries-2018-7
- https://www.zdnet.com/article/best-browser-for-privacy/
- https://apexlegendsstatus.com/leaderboard/Seer/kills/1
- https://www.techtarget.com/whatis/definition/googol-and-googolplex
- https://www.heliguy.com/blogs/posts/five-ways-police-are-using-drones
- https://www.blockchain-council.org/blockchain/how-can-a-newbie-start-learning-about-blockchain/
- https://www.macrotrends.net/stocks/charts/SEER/seer/net-worth
- https://ntelt.cikd.ca/top-5-search-engines-used-in-daily-life/
- https://science.howstuffworks.com/drone-spying.htm
- https://www.vocabulary.com/dictionary/seer
- https://www.devteam.space/blog/how-to-create-an-ai-crypto-trading/
- https://www.gamespot.com/articles/apex-legends-stories-from-the-outlands-explains-why-lifeline-traded-family-for-a-punk-band/1100-6504588/
- https://www.statista.com/statistics/234529/comparison-of-apple-and-google-revenues/
- https://phys.org/news/2010-02-internet-sites-google-people-smarter.html
- https://www.cnet.com/tech/services-and-software/bill-gates-defends-bing-and-windows-8/
- https://cultofdrone.com/drone-laws-in-the-uk/
- https://www.bankrate.com/investing/investing-in-artificial-intelligence-ai/
- https://www.thegamer.com/apex-legends-character-roster-age-height-home-world/
- https://seekingalpha.com/article/4542480-google-vs-tesla-which-stock-better-forecast
- https://www.esportstales.com/apex-legends/most-played-characters-and-tier-list
- https://www.indiatimes.com/technology/news/microsoft-beats-apple-to-become-worlds-most-valuable-company-again-552916.html
- https://www.careerera.com/blog/is-blockchain-a-good-career
- https://murder-mystery-2.fandom.com/wiki/Purple_Seer
- https://careerkarma.com/blog/how-to-get-a-job-in-blockchain/
- https://www.coursera.org/collections/learn-blockchain
- https://tracker.gg/apex/leaderboards/stats/all/SeasonWins
- https://seekingalpha.com/article/4550059-google-vs-microsoft-which-is-the-better-choice
- https://gloot.com/blog/outlands-news-2-secret-identities-family-drama-and-more
- https://gloot.com/blog/apex-legends-lifeline-the-combat-medic
- https://scufgaming.com/gaming/apex-legends/apex-legends-character-tier-list-ranked
- https://www.droneblog.com/drone-camera-distance/
- https://therobusttrader.com/is-algorithmic-trading-legal/
- https://www.eff.org/deeplinks/2022/01/how-are-police-using-drones
- https://dotesports.com/apex-legends/news/everything-we-know-about-seer-in-apex-legends
- https://www.eurogamer.net/hands-on-with-wattson-the-newest-apex-legend
- https://www.udacity.com/course/blockchain-developer-nanodegree--nd1309
- https://www.ea.com/games/apex-legends/about/characters/wattson
- https://california.universitypressscholarship.com/view/10.1525/california/9780520252295.001.0001/upso-9780520252295-chapter-2
- https://dronesgator.com/can-drones-see-inside-your-house-through-walls-or-curtains/
- https://www.forbes.com/sites/theyec/2019/01/29/looking-to-get-into-blockchain-here-are-four-ways-to-get-involved/
- https://www.thegamer.com/apex-legends-seer-resurgence/
- https://argoblockchain.com/articles/bitcoins-undeniable-mathematics
- https://medium.datadriveninvestor.com/could-ai-fully-replace-human-financial-traders-d830fe48201d
- https://seekingalpha.com/article/4523185-apple-vs-google-stock-clear-winner
- https://www.upgrad.com/blog/prerequisites-to-learn-blockchain/
- https://virgin-vs-chad.fandom.com/wiki/Wraith
- https://murder-mystery-2.fandom.com/wiki/Seer
- https://apexlegends.fandom.com/wiki/Gibraltar
- https://yourdronereviews.com/drones-for-law-enforcement
- https://blog.prepscholar.com/googol-googolplex
- https://www.dexerto.com/apex-legends/seer-heirloom-apex-legends-1973778/
- https://afkgaming.com/esports/news/tsm-imperialhal-hits-number-1-predator-on-apex-legends
- https://california.universitypressscholarship.com/view/10.1525/california/9780520252295.001.0001/upso-9780520252295-chapter-8
- https://gamerant.com/apex-legends-characters-ranked-difficulty/
- https://twitter.com/preslyy_/status/1552058876618428416
- https://www.droneblog.com/drone-following-me/
- https://www.xdynamics.com/blog/how-far-can-a-drone-fly/
- https://www.linkedin.com/pulse/why-blockchain-jobs-careers-future-jesse-anglen
- https://www.springboard.com/blog/software-engineering/highest-paying-programming-jobs/
- https://answers.ea.com/t5/Bug-Reports/Seer-s-tactical-and-Lifeline-s-revive/td-p/10572346
- https://www.businessinsider.in/stock-market/top-market-cap-companies-in-the-world/slidelist/93952579.cms
- https://www.statista.com/statistics/216573/worldwide-market-share-of-search-engines/
- https://money.usnews.com/investing/stock-market-news/slideshows/artificial-intelligence-stocks-the-10-best-ai-companies
- https://www.qulix.com/about/blog/artificial-intelligence-in-stock-trading/
- https://www.cnet.com/tech/services-and-software/what-would-it-take-to-beat-google/
- https://www.upgrad.com/blog/is-blockchain-a-bright-career-opportunity-for-non-techies-too/
- https://www.simplilearn.com/how-to-start-a-career-in-blockchain-technology-article
- https://medium.com/blockworks-group/is-blockchain-better-than-a-database-d518743bdafa
- https://www.cbr.com/apex-legends-lore-ships/
- https://tvtropes.org/pmwiki/pmwiki.php/Main/BlindSeer
- https://www.hackreactor.com/blog/top-companies-paying-software-engineers-the-most-in-2022
- https://apexlegends.fandom.com/wiki/Fuse
- https://mybabysittersavampire.fandom.com/wiki/Seer
- https://screenrant.com/vikings-show-seer-hand-lick-characters-reason-explained/
- https://www.investopedia.com/news/public-private-permissioned-blockchains-compared/
- https://www.myboosting.gg/blog/apex-legends/apexlegends-romances-relationships
- https://en.wikipedia.org/wiki/Apple_Computer,_Inc._v._Microsoft_Corp.
- https://bettermarketing.pub/how-tiktok-overtook-google-as-the-worlds-most-popular-website-d0fc79853c0a
- https://www.expressvpn.com/blog/4-ways-to-hide-from-drone-surveillance/
- https://www.rockpapershotgun.com/apex-legends-seer-abilities-tips-tricks
- https://www.bbc.com/news/business-42060091
- https://www.dronerush.com/best-long-range-drones-18975/
- https://apexlegends.fandom.com/wiki/Seer_(character)
- https://www.comparitech.com/privacy-security-tools/blockedinchina/bing/
- https://www.polygon.com/22638438/apex-legends-update-patch-notes-seer-nerf-passive
- https://interestingengineering.com/culture/what-would-happen-if-google-suddenly-stopped-working
- https://en.wikipedia.org/wiki/Microsoft
- https://dronesgator.com/can-drones-hear-conversations/
- https://www.cnet.com/tech/tech-industry/artificial-intelligence-is-no-smarter-than-a-six-year-old-study-says/
- https://www.asuraworld.com/articles/How%20to%20Counter%20Seer%20in%20Apex%20Legends
- https://lgbtqia-characters.fandom.com/wiki/Amity_Blight
- https://faculty.math.illinois.edu/~castelln/prillion_revised_10-05.pdf
- https://www.dexerto.com/apex-legends/apex-legends-devs-explain-no-seer-nerfs-despite-dominance-1938472/
- https://sourceforge.net/software/stock-trading-bots/
- https://hr.lib.byu.edu/00000179-1484-d8b8-a1fd-5496279e0000/werewolf-game
- https://www.inverse.com/gaming/apex-legends-season-10-seer-release-date-abilities-story-voice-actor-gameplay
- https://www.bankrate.com/investing/best-investments/
- https://www.simplilearn.com/tutorials/blockchain-tutorial/how-to-become-a-blockchain-developer
- https://www.rockpapershotgun.com/apex-legends-next-character-seer-is-cursed-with-a-deadly-gaze
- https://victorhogrefe.medium.com/how-effective-are-trading-bots-really-1684acc1f496
- https://www.glassdoor.com/Compare/Microsoft-vs-Google-EI_IE1651-E9079.htm
- https://apexlegends.fandom.com/wiki/Seer/Voice_lines
- https://apexlegends.fandom.com/wiki/Valkyrie
- https://nordvpn.com/blog/ios-vs-android-security/
- https://www.911security.com/en-us/knowledg-hub/drone-detection
- https://www.dexerto.com/apex-legends/apex-legends-octane-seer-season-15-map-teaser-1964285/
- https://www.esportstales.com/apex-legends/characters-official-ages