投稿時間:2023-06-08 01:21:17 RSSフィード2023-06-08 01:00 分まとめ(25件)

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AWS	AWS Architecture Blog	Let’s Architect! Multi-tenant SaaS architectures	https://aws.amazon.com/blogs/architecture/lets-architect-multi-tenant-saas-architectures/	Let s Architect Multi tenant SaaS architecturesIn a multi tenant architecture multiple instances of an application run on a shared infrastructure With this type of approach each tenant is isolated from others typically through logical separation while utilizing a shared infrastructure This allows multiple tenants to use the same application and maintain their data security privacy and customization requirements Understanding architectural patterns …	2023-06-07 15:01:43
AWS	AWS Government, Education, and Nonprofits Blog	AWS launches first GovTech Accelerator to drive innovation in government	https://aws.amazon.com/blogs/publicsector/aws-launches-first-govtech-accelerator-drive-innovation-government/	AWS launches first GovTech Accelerator to drive innovation in governmentTo help government technology GovTech startups build solutions that enable government agencies to better serve their communities AWS is launching its first AWS GovTech Accelerator This inaugural program is now accepting applications from startups interested in leveraging cloud based resources to accelerate innovation AWS wants to help startups develop solutions that address the needs of government agencies with the first cohort focused on justice and public safety organizations including courts corrections emergency services and law enforcement Applications open today and close Monday July	2023-06-07 15:54:58
AWS	AWS Government, Education, and Nonprofits Blog	AWS Partner Transformation Program (PTP) expands to help AWS Partners accelerate their cloud business	https://aws.amazon.com/blogs/publicsector/aws-partner-transformation-program-ptp-expands-accelerate-cloud-business/	AWS Partner Transformation Program PTP expands to help AWS Partners accelerate their cloud businessAWS is expanding its Partner Transformation Program PTP with a suite of Targeted Transformation Modules TTMs to help AWS Partners accelerate their cloud journey through tailored guidance and support These new TTMs available now provide topic specific workshops designed to complement standard PTP engagement Developed in collaboration with our partners the two TTMs currently available to partners are the Cloud Enablement Engine CEE and the CFO Cloud Conversations CCC	2023-06-07 15:14:48
python	Pythonタグが付けられた新着投稿 - Qiita	venvコマンド(Windows, Mac, Linux)	https://qiita.com/Koki_Takada/items/6c4ff0035944fdd800d8	windows	2023-06-08 00:33:04
python	Pythonタグが付けられた新着投稿 - Qiita	python-shellが動かない時に試してほしいこと	https://qiita.com/rune187/items/750152e4222319b490ac	nodejs	2023-06-08 00:24:28
js	JavaScriptタグが付けられた新着投稿 - Qiita	【Firebase】Realtime Databaseを使ってチャットを作る。	https://qiita.com/mojapico/items/be404c6b7f274e14ea2d	contentwidthdevicewidthi	2023-06-08 00:41:08
js	JavaScriptタグが付けられた新着投稿 - Qiita	python-shellが動かない時に試してほしいこと	https://qiita.com/rune187/items/750152e4222319b490ac	nodejs	2023-06-08 00:24:28
Ruby	Rubyタグが付けられた新着投稿 - Qiita	data URI scheme向けに文字列を変換するRubyコードの例	https://qiita.com/aikige/items/05c24bbf2947dd50b8c4	dataurischeme	2023-06-08 00:26:06
海外TECH	DEV Community	Catch DEV Lead Software Engineer Ridhwana Khan’s talk at Rubyday 2023	https://dev.to/devteam/catch-dev-lead-software-engineer-ridhwana-khans-talk-at-rubyday-2023-34i1	Catch DEV Lead Software Engineer Ridhwana Khan s talk at Rubyday Hey DEV Community We are SO excited to announce an upcoming conference talk by our Lead Software Engineer Ridhwana Khan ridhwana will be presenting at Rubyday a Ruby focused conference on June in Verona Italy She will be presenting on caching strategies on dev toーthe very site you re using right now We ve always put a lot of effort into performance at DEV We want our users to be able to see their content almost instantaneously when interacting with our site In order to do so we ve placed emphasis on caching We ve had to ask ourselves questions like what are the right things to cache Which layer in the stack would be best to cache it And how will this affect the overall performance During this presentation I d like to show you some of the caching strategies we have in place and discuss how they ve sped up the interactions within our site We are so proud of Ridhwana and so excited for her talk If you re attending Rubyday or happen to be local to Verona definitely check it out talks amp speakers rubyday rubyday the Italian Ruby conference rubyday it	2023-06-07 15:14:57
Apple	AppleInsider - Frontpage News	Apple announces new Music, Podcasts, and Maps features coming in the fall	https://appleinsider.com/articles/23/06/07/apple-announces-new-music-podcasts-and-maps-features-coming-in-the-fall?utm_medium=rss	Apple announces new Music Podcasts and Maps features coming in the fallFollowing the launch of Apple s next operating systems for its devices the company has now revealed new features and improvements coming to almost all of its services New features are coming to Apple Music Apple Maps and moreApple s services such as Apple Maps got a mention at the WWDC keynote and the new announcement repeats some details seen there or in the subsequent beta releases of iOS But Apple says it will be releasing those features and a lot more in a series of updates later this year Read more	2023-06-07 15:55:27
海外TECH	Engadget	The best outdoor gift ideas for dad	https://www.engadget.com/best-outdoor-gift-ideas-for-dad-154513097.html?src=rss	The best outdoor gift ideas for dadPorches decks patios balconies terraces Places for dads to find solace from the world around them Those spots and backyards overall are excellent places to cook a meal have a drink or simply relax We ve compiled a list of the best backyard gear for dads this Father s Day from smart grills and pizza ovens to fire pits and drinkware There s something that can help all dads enjoy a little time outside Thermacell ELWhen it comes to portable mosquito repellers Thermacell s gear is a favorite amongst the Engadget staff The company s newest model the EL is much like the E we previously selected The main difference is the addition of a dimmable light for use after dark The EL will last up to nine hours on a charge with the light off or up to five and a half hours with it on Like other recent Thermacell products the EL uses liquid cartridges to offer scentless protection for a foot radius Marshall Emberton IIA speaker that looks like a guitar amp might be the perfect option for dads Let them relive “the good ol days while jamming to yacht rock s hair metal and everything in between The Marshall Emberton II continues the brand s knack for replicating guitar gear aesthetics on a Bluetooth speaker With up to hours of listening time and a “Stack Mode for pairing it with other speakers there s plenty to like here Expect balanced sound with plenty of low end tone in a unit that can blast tunes degrees Meater thermometerMaybe dad doesn t need a new grill but could use some help perfecting his skills or would enjoy monitoring food from afar Meater is a wireless probe that sends food and ambient temperature readings to your phone via Bluetooth Both sensors are in the same probe further cutting down on any clutter and giving backyard cooks free access to everything they re cooking The Meater software can guide you through the cooking process and provides estimated completion times And with a rated range of feet dad can relax and still keep tabs on everything Brumate Hopsulator TrioEvery dad can use a way to keep canned beverages cold on a hot day and Brumate s Hopsulator Trio functions as a koozie and a travel mug There are a few different models but I prefer the Trio s in abilities For ounce cans it s an insulated aluminum holder For ounce cans the Hopsulator comes with a reusable cold puck for even more efficient cooling And as I mentioned it comes with a lid so you can use it as a cup if you want I use mine year round but it gets the most work during the warmer months when I m out at the grill or sitting on the deck TP Link Kasa outdoor smart plugWhat do you get the dad that has seemingly everything already Something to make his life easier TP Link s Kasa line offers a range of smart home products including smart outdoor plugs These work well for things like patio string lights and other items you d rather not venture outside to simply plug in You can control the outlets via the Kasa app or with your voice via Alexa and Google Assistant The app gives you the ability to set timers to automate things and the IP rating means you won t have to worry about dust or rain Traeger Ironwood Traeger redesigned its Ironwood grills earlier this year adding touchscreen controls and a host of design improvements There s a lot to like about the new changes even if it doesn t have all the bells and whistles of the latest Timberline namely the side mounted induction burner The cooking chamber was reconfigured for better efficiency and the company made cleanup easier with a new ash and grease keg system The Ironwood also utilizes Traeger s “Pop and Lock rail for tricking out your grill with a range of handy accessories Most importantly dad can monitor long cooks from the couch with the company s app which also houses a ton of recipes complete with step by step guidance Weber GenesisWeber brought its smart grilling platform to its gas grills in putting a sous chef on every dad s phone With the latest models the company made some design tweaks to make the grills more versatile but Weber Connect remains Via an app dad can access step by step cooking guidance estimate completion times and even monitor fuel levels propane models Weber s new line of accessories also expand what you can cook adding things like a pizza stone roasting basket and flat top griddle as optional gear for the new Genesis smart grills Solo Stove fire pitsI ve had several fire pits since I bought a house in and none of them can compete with Solo Stove The company s products are designed to channel smoke upward keeping you from being choked out while you re trying to enjoy some time outdoors The pits come in various sizes so you have options if dad goes camping often or just needs a place to chill in the backyard The interior design of the Solo Stove pits also facilitates proper airflow so fires always burn nicely Ooni Karu It s no secret that Ooni s pizza ovens can help you make restaurant quality pies at home They re well built easy to use and reach cooking temperatures in just a few minutes The Karu is the company s latest outdoor model and it s also one of the most versatile You can cook with wood or add a gas burner in order to power your pizza parties Plus there s a viewing window in the front and an ambient temperature display that comes in very handy The Karu is more expensive than some Ooni models but it also makes things easier on dad when he s launching pizzas on the patio Brumate Nav Trust me Even dads who seem to have everything can always use a travel mug Or in this case a tumbler I ve been a fan of Brumate s drinkware for a long time mostly due to how they keep my bevys cold in the summer heat With the Nav series the company offers a leak proof tumbler in a range of sizes the ounce is the sweet spot for me In addition to a lid that thwarts spills the cup itself can keep drinks cold for hours or hot for up to four What s more it s dishwasher safe and will fit in dad s cup holder BioLite BaseCharge Sometimes dads want to fix things or simply hang out where power outlets don t reach BioLite s BaseCharge combines a watt hour battery with a slew of ports and an informative display panel When I tested it out it easily powered a drill and hand sander long enough to finish a simple woodworking project with plenty of charge left over And when I pretended to be in a power outage it kept my laptop monitor gateway and lights running for one and a half work days It recharges from the wall in just over three hours or for a fully off grid experience BioLite s portable watt solar panels can refill the station to about percent with eight hours of unobstructed sunlight Combined the battery and panels cost an epic but they are just the sort of cleverly designed gadgets dads tend to love ー Amy Skorheim Commerce WriterThis article originally appeared on Engadget at	2023-06-07 15:45:13
海外TECH	Engadget	The latest Yoto Player features stereo audio and a room thermometer	https://www.engadget.com/the-latest-yoto-player-features-stereo-audio-and-a-room-thermometer-153042448.html?src=rss	The latest Yoto Player features stereo audio and a room thermometerYoto has revealed its latest audio playback device for kids The third generation Yoto Player includes a slew of upgrades and improvements according to the company For one thing it will play music audiobooks and podcasts with the help of acoustically engineered stereo audio The device has a battery that will last three times as long as the one in the previous model Yoto claims There are USB C fast charging and wireless charging options as well The third gen Yoto Player has GB of storage which will enable users to save more than hours of content for offline use The pixel display seven color night light and WiFi connectivity have all been upgraded The device has a durable case that should help protect it against daily rough and tumble Yoto says The Yoto Player also has a built in sleep timer and alarms YotoLast but by no means least Yoto has incorporated a room thermometer this time around The company notes that parents can monitor temperatures from the Yoto App They may receive notifications if their baby s room starts to get too hot or cold for comfort The third gen Yoto Player will be available on June th It costs This article originally appeared on Engadget at	2023-06-07 15:30:42
海外TECH	Engadget	Ace Championship is more than just a Formula E feeder series	https://www.engadget.com/ace-championship-is-more-than-just-a-formula-e-feeder-series-153018295.html?src=rss	Ace Championship is more than just a Formula E feeder series“There s nothing in between Ace Championship founder and CEO Dilbagh Gill is explaining the motivation behind building another all electric racing series Gill who was CEO and team principal of Mahindra Racing since Formula E began left his post last year to embark on something new His project is one that had been “fermenting in his mind for a year and a half “I always thought there had to be a credible ladder in the electric racing series he said Gill explained that while traditional combustion engine racing has had a development path for decades there s nothing currently that exists between electric karting and FIA world championships like Formula E “It s not something we re trying to reinvent he said “We re just trying to take the ladder the other direction A major hurdle for young drivers climbing the ranks in motorsport is cost It s not enough for a driver to be quick they need the financial backing as well So in addition to creating a new training ground for future champions Ace is also working to reduce the barrier to entry when it comes to the cost of equipment “They have the talent but they don t have the opportunity Gill noted “Let s try and make a championship which can be more inclusive than motorsport is today Ace Championship isn t just hoping to develop a new crop of drivers each season The series will also offer opportunities for ages who are interested in engineering communications marketing and other aspects of motorsport to get real world experience Gill said that during his eight years in England at the reins of Mahindra Racing guest lectures opened his eyes to the fact that nearly percent of university students in motorsport disciplines were from Asia “What are they going to do next he asked himself “Could something like Ace help them find a path Gill further explained that Ace would offer a scholarship program to reduce the financial burden even more “Some talented folks who can t afford getting in we will be supporting them he said As a means of lowering costs teams will be able to run four drivers with two cars In most current series each driver has their own vehicle hence the high cost to participate Ace Challenger will be the series entry level format meant for drivers who found success in karting and are looking for an academy experience Here races will run at reduced power so that drivers can acclimate to the car as well as learn about “technique technology and collaborating with engineers Ace Championship is the higher level that runs the cars at increased power output The focus shifts from the basics to things like detailed race strategy and energy management two key elements for Formula E and other series To further level the playing field Ace will keep all of the cars at its so called Powerpark “We don t want the cars going back to their garages to start getting modified Gill explained “We want to keep them in a controlled environment He also emphasized the importance of building the facilities in Asia “We think Asia is going to be the melting pot for electric racing he said “From there we are within five hours of flying to three or four regions Serving as the series HQ the campus will offer simulators for each team as well as classroom training on topics like telemetry working with engineers and social media management Preparation will be key because the currently proposed format would have each team traveling for around weeks before returning to Powerpark This means they ll have to devise strategies for each circuit before they depart since there won t be simulators to train on while they re on the road With the new championship Gill and his colleagues are also designing a completely new all electric racer for the series When Ace was first announced at the Hyderabad E Prix in February Gill showed off a prototype vehicle that was built from a Formula E Gen chassis However the car the series will use won t just be modified leftovers from the previous generation forever “After eight years at Mahindra Racing when I left they gave me a Gen car Gill said “So that was an easy acquisition of a prototype my personal car Ace is currently working to build a brand new chassis which Gill explained won t “use anything that exists on the market The reason for this he noted is that the custom made cars will run a front powertrain kit and no existing chassis can integrate it “without a lot of work The current plan is to have the new cars ready for the third year of the championship which should begin in Gill said Ace aims to use its initial design for six years before an anticipated upgrade Both the Challenger and the Championship series will use the same car with some physical differences like slight variations to the nose kit and rims Power output can be controlled by software which will allow a team s four drivers to use just the two cars Another key element of the car s design will be LED lighting Formula E uses lights around the halo of its cars to indicate things like Attack Mode The Ace Championship aims to make things a bit more dynamic here with color changes for things like when the driver is accelerating when a car is regenerating energy through braking or when the driver is coasting Ace also wants to take a page from the Tour de France and use the LEDs to point out the leader Gill said the lights could also indicate the driver in P as well as green and purple sectors in qualifying or the driver with the current fastest lap “We have to figure it out he admits but the lights could be a simple way to make races more informative for fans and they ll undoubtedly provide a unique look during night events The series is also exploring the possibility of using two different tire compounds for Ace Challenger and Ace Championship “so that drivers can understand the different nuances according to Gill He floated the idea that there s a tire with a smaller performance window for the Challenger series so that you have to bring it to a peak and manage it the rest of the way And for the Championship perhaps the tire is “a bit more forgiving…so you can push it without much degradation Gill enlisted former Formula and Mahindra Formula E driver Nick Heidfeld to work with tire manufacturers on the various compounds and Ace already has a prototype that it s currently testing The current Ace Championship prototype based on a Formula E Gen carAce ChampionshipAt the end of the day Gill envisions having a car that s within three to three and a half seconds of the performance of a Formula E car “The steps are smaller he explained “New people coming to Formula E especially on the drivers side it takes a long time for them to get adapted The overall idea is for the Ace Championship cars to offer drivers a translatable experience to Formula E in the way Formula does for Formula “This step up from our championship isn t where a driver will struggle for a year he said Drivers who are new to Formula E may be quick over one lap but variables like tire and energy management can be very challenging for the uninitiated “We believe tire and energy management is going to be valuable across all forms of motorsport Gill proclaimed Internal combustion engines have hybrid components in series like Formula and drivers and engineers must learn how to manage and deploy that energy properly during a race That is amplified in Formula E where you start the race with less energy than it takes to finish Teams rely on the drivers ability to regenerate the difference on track as well as their strategy for managing consumption on each lap And of course being able to go quick without using up your tires is a valuable skill for any racing discipline The Ace Championship plans to schedule races in four different regions East Asia Southwest Asia The Americas and Europe and Africa During its first two years the series will only travel to two of those areas with the goal of expanding in Grouping races like this allows Ace to eliminate the cost of flying teams around the world between events Racing in each region could take place over the span of a quarter with the aim of having a new set of drivers each time While the series hosts its first events in and it will also be building a second set of cars Gill explained that Ace wants to have enough vehicles to have regional events take place while the others are back at Powerpark getting refurbished for the following quarter Scheduling is wide open at this point though Gill admitted a regional championship may have to be condensed into three weeks so Ace can “synchronize with the Formula E calendar that runs from January to July The goal here is to do tandem events with the FIA sanctioned global EV championship taking place around the E Prix during the same weekend even though it may only be one Ace category due to the time and logistics of street circuits Again it s much like Formula does at some Formula races Not only will piggybacking off Formula E events provide visibility for the series but it will give young drivers and support staff a glimpse of how things are done at the next level Other Ace races will be standalone including two of the six events during a regional championship being doubleheaders on back to back days Gill said the current idea is for the independent races to take place on small circuits Each regional schedule will serve as its own championship so at the end of the first year there will be four winners two from each Ace category The ultimate prize for the Ace Championship is to train drivers race engineers mechanics and other members of a motorsport team who move on to FIA disciplines like the World Endurance Championship Formula or Formula And that by doing so they re establishing a talent pool across all of those areas ready to contribute to the success of a world championship team “Our goal is to make world champions in the next five years Gill said This article originally appeared on Engadget at	2023-06-07 15:30:18
海外TECH	Engadget	‘Minecraft’ for ChromeOS leaves early access, works on more machines	https://www.engadget.com/minecraft-for-chromeos-leaves-early-access-works-on-more-machines-150054992.html?src=rss	Minecraft for ChromeOS leaves early access works on more machinesFollowing an early access period Minecraft is now more broadly available on Chromebook You can snap up Minecraft Bedrock Edition from the Google Play Store for Doing so will grant you access to the Android version of Minecraft which typically costs at no extra cost If you have already bought the game on Android and use the same Google account on Chromebook you can snag the latest port for Mojang started offering this version on Chromebook in early access in March At the time it was only accessible on certain models that met the minimum specifications Minecraft will work on any Chromebook from the last three years along with other models that meet the minimum specifications according to Google It includes full cross play support so you can explore and create with friends who use the Bedrock Edition on mobile Xbox PlayStation Nintendo Switch and Windows Other versions of Minecraft were previously available on Chromebook namely the older Java version and the Education Edition Game Pass Ultimate subscribers are also able to access the game on Chromebook via Xbox Cloud Gaming The latest Chromebook version also includes access to the Minecraft Marketplace and the new Trails amp Tales update The latter allows you to among other things encounter new mobs and blocks and leave messages for friends on editable hanging signs This article originally appeared on Engadget at	2023-06-07 15:00:54
金融	◇◇　保険デイリーニュース　◇◇（損保担当者必携！）	保険デイリーニュース(06/08)	http://www.yanaharu.com/ins/?p=5214	損保ジャパン	2023-06-07 15:01:38
金融	金融庁ホームページ	「令和３年度政策評価結果の政策への反映状況」について公表しました。	https://www.fsa.go.jp/news/r4/sonota/20230607.html	政策評価	2023-06-07 17:00:00
金融	金融庁ホームページ	貸金業関係資料集を更新しました。	https://www.fsa.go.jp/status/kasikin/20230607/index.html	関係	2023-06-07 17:00:00
金融	金融庁ホームページ	審判期日の予定を更新しました。	https://www.fsa.go.jp/policy/kachoukin/06.html	期日	2023-06-07 16:00:00
ニュース	BBC News - Home	Hot weather: New health alert as weekend temperatures to hit 30C	https://www.bbc.co.uk/news/uk-65837317?at_medium=RSS&at_campaign=KARANGA	england	2023-06-07 15:35:37
ニュース	BBC News - Home	Telegraph Media Group set to be put up for sale	https://www.bbc.co.uk/news/business-65835312?at_medium=RSS&at_campaign=KARANGA	barclay	2023-06-07 15:50:15
ニュース	BBC News - Home	Scottish deposit return delayed until October 2025	https://www.bbc.co.uk/news/uk-scotland-scotland-politics-65836297?at_medium=RSS&at_campaign=KARANGA	deposit	2023-06-07 15:30:02
ニュース	BBC News - Home	Pope Francis, 86, to have abdominal surgery	https://www.bbc.co.uk/news/world-europe-65821047?at_medium=RSS&at_campaign=KARANGA	health	2023-06-07 15:22:50
ニュース	BBC News - Home	Rory McIlroy says PGA Tour, DP World Tour & PIF merger will be 'good for golf'	https://www.bbc.co.uk/sport/golf/65836419?at_medium=RSS&at_campaign=KARANGA	Rory McIlroy says PGA Tour DP World Tour amp PIF merger will be x good for golf x The PGA and DP World Tour s shock merger with Saudi Arabia s Public Investment Fund will ultimately be good for golf says Rory McIlroy	2023-06-07 15:31:29
GCP	Cloud Blog	Document AI: Understanding invoices to passports and beyond	https://cloud.google.com/blog/products/ai-machine-learning/text-and-insights-directly-from-your-scans-and-photos/	Document AI Understanding invoices to passports and beyondEditor s note In this post I ll be showing some amazing ways Document AI can help you extract meaning from your documents  keep reading or jump directly into a tutorial using the Cloud Console Documents are a crucial part of most businesses used to store and communicate important information The variety is vast invoices contracts receipts applications plus documents unique within industries and geographies Unfortunately making the information contained in these documents accessible can be a time consuming and manual process Some sample input files generated using fictional information These represent just a few of the thousands of types of documents a business might deal with on a daily basis Document AI is a document understanding platform in Google Cloud that takes unstructured data from documents and transforms it into structured data making them easier to understand analyze and consume By using this technology you can streamline your document processing workflows reduce errors and unlock insights that were previously buried in mountains of paperwork  Whether you re a small business owner or an enterprise looking to bring efficiency to your operations Document AI has something to offer So let s take a look and see what it can do Understanding documents with Document AIWhen we say that Document AI can understand documents we mean that it is able to analyze the content within documents and derive meaningful insights from it This goes beyond simply recognizing the characters and words within a document which is what traditional OCR technology does Document AI can actually comprehend the meaning behind the text For example let s say you have a contract that needs to be processed Traditional OCR technology might be able to extract the text from the document but it would not be able to understand the legal terms and clauses within it Document AI on the other hand can actually interpret the meaning of the text and extract key information such as parties involved terms and conditions dates and signatures Visualization of example output from Contract ParserDocument AI offers several pre built models and processors that are specifically designed to extract different types of data from various document types Within the specific document types the processors can perform several tasks such as Optical Character Recognition OCR form parsing splitting classification or entity extraction These processors can be customized and combined to create powerful document processing workflows that are tailored to a business s unique needs Let s look closer at a few of the processors available in Document AI including the Form Parser Invoice Parser Expense Parser Identity Document Proofing Parser and Intelligent Document Quality Processor Form ParserThis general processor is designed to extract structured data from forms such as application forms surveys and questionnaires It automatically identifies and extracts data from form fields key value pairs such as names addresses dates and other types of structured data even checkboxes and tables This processor also leverages deep learning models to extract generic entities that are common in various document types meaning it can identify if something is an email address phone number datetime organization quantity price person and more In this visualization of the API response you can see that Document AI has identified several key value pairs that correspond to the form s fields and the responder s answers Visualization of example key value pair output from Form ParserAlso of interest is that the form parser recognized certain generic entities including several dates an address phone numbers email and two people the responder and their listed emergency contact Visualization of example generic entities output from Form ParserInvoice ParserThis parser is designed to identify and extract relevant information from invoices including a large number of typical invoice fields but can also be customized uptrained to recognize different invoice layouts languages and data fields  Invoices are a critical part of the accounts payable process making this functionality valuable across industries and companies building A P features into their products In this visualization of the API response you can see that Document AI has extracted a large number of key value pairs and even provided normalized values for several of the fields Visualization of example output from Invoice ParserExpense ParserThis specialized processor is designed to extract data from receipts and invoices such as vendor name date and total amount paid It can also identify line items within an invoice and categorize them based on the type of expense e g meals travel office supplies The expense parser makes it easier for you to process expense reports and other financial documents and it can integrate with other tools and systems to completely automate the entire expense reporting process In this visualization of the API response you can see that Document AI has extracted the text from the receipt and identified several typical entities such as purchase date and time payment type and total amount Visualization of example output from Expense ParserIdentity Document Proofing ParserThis processor is designed to help predict the validity of ID documents with four different signals is identity document detection Predicts whether an image contains a recognized identity document suspicious words detection Predicts whether words are present that aren t typical on IDs image manipulation detection Predicts whether the image was altered or tampered via an image editing tool online duplicate detection Predicts whether the image can be found online If suspicious words are detected or the image can be found online additional information is provided to explain these signals  This can be particularly useful for businesses that need to verify the identity of customers or employees as part of their operations This processor could be used in conjunction with other processors that extract key information such as name date of birth ID number and expiration date from specific identity documents US Driver License Parser US Passport France National ID Parser etc In this visualization of the API response you can see that Document AI has passed the document on the first detection point is identity document but failed the document for the other three items and provided additional information in the evidence fields Visualization of example output from Identity Document Proofing ParserIntelligent Document Quality ProcessorThis general use processor is designed to detect a variety of document quality issues such as missing pages blurry images low contrast inconsistent formatting and incorrect data and flag these potential issues which could affect their usability accuracy or compliance It can also identify sensitive information that has not been redacted or missing information required by regulatory standards This quality assessment is returned as a quality score from to where means perfect quality If the quality score detected is lower than a list of negative quality reasons sorted by the likelihood is also returned In this visualization of the API response you can see that Document AI has determined a quality score of and also provided a list of several reasons including document and text cutoff blurriness and glare among others Visualization of example output from Intelligent Document Quality ProcessorNext stepsThese are just a few examples of the types of processors that Document AI offers Perusing the current documentation you can find it has more than processors with each providing several functions to explore Document AI also offers you the ability to uptrain certain processors and supports the option to build your own custom processor Across the board if a document contains structured or unstructured text Document AI has the capability to extract valuable data from it  Get started and learn more by heading to our tutorials in the Cloud Console Get started with Document AI in the Google Cloud consoleBuild a document processing pipeline with WorkflowsUptrain a specialized processorCreate a Custom Document Extractor in the Google Cloud consoleCreate a Custom Document Classifier in the Google Cloud consoleGet started with Human in the Loop	2023-06-07 16:00:00
GCP	Cloud Blog	How AI is improving constituent experiences in government	https://cloud.google.com/blog/topics/public-sector/how-ai-improving-constituent-experiences-government/	How AI is improving constituent experiences in governmentFor years Google has been working with state and local governments to focus on the needs of the mission using data to improve the constituent experience and offer more accessible digital services while helping government workers operate more efficiently Artificial Intelligence AI has been core to helping agencies achieve these goals As a pioneer in AI Google has been investing in responsible AI research for years as well as advancing the state of the art with Google AI and DeepMind AI is embedded across our products and services used by billions of people and continues to be integral to creating experiences that people love With the recent advances in AI I m excited by the potential this evolving technology will offer government As with any technology the capabilities are only as good as the humans driving them Agency leaders will play a vital role in shaping how AI positively enhances both the employee experience as well as that of the constituents they serve  In this trends report we ve outlined the different ways AI can enhance government services improve productivity and better support communities Below you can see a few AI examples we ve outlined in more detail from the report as well as the potential of Generative AI At Google Public Sector we ve had the privilege of working with customers to bring AI into their organizations In times of challenge like the pandemic we saw agencies rapidly apply AI to critical digital services For instance New York State implemented Contact Center AI CCAI to modernize its call center operations and provide New Yorkers with real time answers to their most common and pressing questions about vaccine safety and efficacy The Wisconsin Department of Workforce Development deployed Google Cloud AI and ML for predictive analytics As a result it cleared its unemployment application backlog and was able to process an average of claims each week releasing most payments to constituents within two to three business days In these cases AI is helping government employees save time and energy and focus efforts on other important work  AI has also helped communities get better access to government services In Dearborn Michigan more than half the population speaks a language other than English at home We are working to deploy AI to the city website so people who speak Arabic and Spanish can understand and interact with their city and make use of its services  Supporting communities with data driven insightsAgencies are integrating critical datasets to make more informed decisions on how to best support their communities For example the State of Oklahoma employed Google Cloud to create a secure degree view of its assets financials and constituent use of government services to deliver targeted services to communities faster They have unified petabytes of data across sources and agencies thus far and over time plan to ramp up all of their agencies The City of Memphis worked with Google Cloud and SpringML a Google Cloud Premier Partner to identify and fix potholes and determine areas of urban blight through the use of AI and ML The team projects of potholes will be identified as a result improving streets communities and the experiences of both residents and visitors Improving climate resilience and sustainabilityThe State of Hawaii Department of Transportation HDOT is using big data to implement an integrated approach to climate resilience safety and equity as it assesses risks prioritizes investments and protects residents HDOT deployed Google Climate Insights for natural resources and Google Climate Insights for infrastructure to gather data that is now used to improve response time to climate disasters make more accurate predictions and implement disaster response plans with greater confidence The potential of Generative AIGenerative AI builds on existing technologies and we look forward to continuing to support our government customers as they leverage Generative AI to augment the work many are already doing today Generative AI using Google s large language models LLMs can help government leaders automatically generate content to serve a variety of needs  For instance Generative AI can improve the efficacy of virtual agents by increasing the size and scope of data that the models are trained on offering even more insightful and natural conversations to constituents in real time Government agencies can use Generative AI to extract information and automate paper based processing and create systems that automatically generate summaries and reports on government activities These reports could help increase transparency and accountability and improve decisions around how to best allocate resources Further Generative AI can help enhance efficiencies in operations by identifying patterns in data predicting trends and making recommendations  Yet with any burgeoning technology it s never been more important for agencies to consider safety and security when incorporating AI into their enterprise infrastructure and design Guided by Google s AI Principles we believe our approach to AI must be both bold and responsible Google Public Sector strives to work together with our government partners to ensure they are using enterprise grade AI offerings that protect their data and IP ownership while also adhering to strong Responsible AI design Google Public Sector is poised to bring our AI and industry expertise to continue helping governments on their transformation journeys As emerging technologies shift to the mainstream the ability to better serve constituents depends on the simplicity security and flexibility of cloud based systems Learn more at goo gle SLG	2023-06-07 16:00:00