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ifferentareas.I’mnottalkingabouttoolslikeGSAorA-ParserbutaboutZennoposterorBAS.Iamnoprofessorinautomation,soI’llexplaininlayman'sterms:theseservicesareessentiallycomplex,multi-layeredplatformsthatallowthecreationofbotsandscriptstoperformalmostanytaskwithouthumanintervention—asortof“basicneuralnetwork.”Bytheway,suchservicesexistedlongbeforeneuralnetworksbecamemainstreamforeverydayuse.WhileexploringBAS,IencounteredasituationwheremanydeveloperscreatingBASscripts(ironically,developersdeveloping)idealizeCAPTCHAsolvingusingclicks.ReadmoreTotalvotes1:↑1and↓0+3Addtobookmarks1Comments0ArticlecapjdcoderNov27at01:15DebuggingSSHconnections:AComprehensiveGuideLevelofdifficultyMediumReadingtime14minViews610Cloudservices*Systemsengineering*SSH(SecureShell)isthebackboneofremotesystemadministrationandsecureremoteaccess,servingmillionsofdevelopersandsystemadministratorsdaily.However,whenSSHconnectionsfail,thecryptographicnatureoftheprotocolcanmakedebuggingchallenging.Thecomplexinterplaybetweenauthenticationmechanisms,encryptionalgorithms,andnetworklayersoftenobscurestherootcauseofconnectionissues.Thiscomplexityisfurthercompoundedbytheprotocol'ssecurity-firstdesign,whereerrormessesareintentionallyvuetopreventpotentialattackersfromgatheringsysteminformation.Whetherwe'redealingwithkeyauthenticationfailures,networkconnectivityissues,orconfigurationmismatches,understandingtheunderlyingSSHarchitecturebecomescriticalforeffectivetroubleshooting.SSHit!Totalvotes2:↑2and↓0+4Addtobookmarks4Comments0ArticlecapjdcoderNov26at10:29UnderstandingSSHKeyPairs:ADeveloper'sGuideReadingtime5minViews403InformationSecurity*Algorithms*DevOps*Intoday'sinterconnecteddevelopmentworld,secureauthenticationisnotjustaluxury—it'sanecessity.Whetheryou'reaseasonedDevOpsengineerorajuniordeveloperjuststartingyourjourney,understandingSSHkeypairsiscrucialforyourdailyworkflow.They'retheunsungheroesthatkeepourgitpushessecure,ourserveraccessprotected,andourdeploymentssafefrompryingeyes.Butlet'sbehonest:SSHkeyscanbeconfusing.Withtermslike“publickeyinfrastructure,”“cryptographicalgorithms,”and“keyfingerprints”floatingaround,it'seasytofeeloverwhelmed.ThisguideaimstodemystifySSHkeypairs,breakingdowncomplexconceptsintodigestiblepiecesthatwillhelpyoumakeinformeddecisionsaboutyoursecuritysetup.ReadmoreTotalvotes1:↑1and↓0+3Addtobookmarks7Comments0ArticleprofleaddevNov25at18:04NapkinAItutorial:theultimateguidetovisualizingyourideaswithAILevelofdifficultyEasyReadingtime2minViews1.4KArtificialIntelligenceReviewNapkinAIisaninnovativeartificialintelligencetoolthattransformstextdescriptionsintovisualsketchesanddirams.Launchedin2023,thistoolallowsuserstoquicklyconverttheirideasintovisualrepresentations,similartodrawingonanapkin —hencethename.Inthistutorial,Iwillwalkyouthroughitstopfeaturesandprovideavideodemonstration.ReadmoreTotalvotes1:↑1and↓0+3Addtobookmarks0Comments0Articlejanna_melnikovaNov25at10:36Howcanamanualtesterunderstandanautomationtester,andviceversa?LevelofdifficultyEasyReadingtime3minViews442Ja*SQL*API*TutorialWhenwegoabroadforvacationormeetaforeigneronthestreetwhodoesn’tspeakRussianbutistryingtoask,“Whereistherestroom?HowdoIgetto…”,wewonderhowtoexplainthingstotheminRussianinawaytheywouldunderstand.IaskedmyselfasimilarquestionwhentryingtoexplainsomethingtoacolleueusingSQLwhiletheywereworkingwithJa.Themaingoalofmyworkwastocreateaqualitytestmodel.Withoutit,therewouldbenoproperregressiontestinglateron.Istartedbybuildingaframeworkfillingitwithtestcases.Weheldameetingwherewediscussedpriorityofpositiveandnegativetestcasesbriefly.Whendevelopingthetestscenarios,Iusedtheincrementalmodel,butaspracticeshowed,thisapproachalsorequiredaniterativemethod.Forexample,itislikehingtheoutlineoftheMonaLisafirst,thenaddingcolors,paintingthebackground,andsoon.It’sbettertomaintainthechecklistinExcelformattoaddcolumns,writenotes,andmore.Andlet’snotforgetthat,aswetakeontheroleofLeonardodaVinci,weusedifferentcolorsandgetcreative.IamamanerbyprofessionspecializatinginProductionManement.MymotivatoristheTheoryofConstraints(TOC)methodology,whichfocusesonidentifyingandmaningthekeyconstraintofasystemtodeterminetheefficiencyoftheentiresystemasawhole:ReadmoreTotalvotes1:↑1and↓0+3Addtobookmarks2Comments0ArticlehabrbahNov23at21:37LifecycleofanITproductusingtheexampleofTelepathy–abrain-computerinterface(BCI)fromNueralinkLevelofdifficultyEasyReadingtime12minViews705Projectmanement*ProductManement*ReviewRecoveryMode1. ThepurposeoftheITproductTelepathy–thebrain-computerinterfaceof NueralinkTheUNGeneralAssemblyResolutionof22.03.2024No.A/78/L.49“HarnessingthePotentialofSafe,SecureandTrustworthyArtificialIntelligenceSystemsforSustainableDevelopment”[1]confirms(parraph5)that"humanrightsandfundamentalfreedomsmustberespected,protectedandencouredthroughoutthelifecycleofartificialintelligencesystems"andtoallMemberStatesoftheUnitedNationsand,whereappropriate,Insuchcases,otherinterestedpartiesshould"refrainfromusingorstopusingartificialintelligencesystemsthatcannotbeoperatedinaccordancewithinternationallaworthatcreateundueriskstotheenjoymentofhumanrights,particularlyforthoseinvulnerablesituations,”atthesametime"Therightsthatpeopleheofflinemustalsobeprotectedonline,includingthroughoutthelifecycleofartificialintelligencesystems".Theartificialintelligence(“AI”)systemscurrentlybeingcreated,testedanddeployedarecoveredbythebroaderconceptofinformationtechnologyproduct(“ITproduct”).Inturn,theauthorofthetermartificialintelligence,StanfordUniversityprofessorJohnMcCarthy,definedintelligenceas"computingparttheabilitytoachievegoalsintheworld",andAIislike"scienceandtechnologyofcreationintelligentmachines,especiallyintelligentcomputerprograms".Atthesametime,thesameauthorpredictsorlamentsthat"Oncethisworks,nooneelsewillwillnotcallitAI."[20]ReadmoreRating0Addtobookmarks0Comments0ArticleAkshiiraNov23at00:20TheImplicitReparameterizationTrickinAction:PythonLibraryforGradientsComputationLevelofdifficultyMediumReadingtime3minViews332Machinelearning*Python*Mathematics*FromsandboxTheexplicitreparameterizationtrickisoftenusedtotrainvariouslatentvariablemodelsduetotheeaseofcalculatinggradientsofcontinuousrandomvariables.However,duetoitspeculiarities,explicitreparameterizationtrickisnotapplicabletoseveralimportantcontinuousstandarddistributions,suchasmixture,Gamma,BetaandDirichlet.Analternativemethodforcalculatingreparameterizationgradientsreliesonimplicitdifferentiationofcumulativedistributionfunctions.TheimplicitreparameterizationtrickismuchmoreexpressiveandapplicabletoawiderclassofdistributionsThisarticleprovidesanoverviewofvariousreparameterizationtricksandannouncesanewPythonlibrary,irt.distributions,forsamplingfromvariousdistributionsusingtheimplicitreparameterizationtrick.ReadmoreTotalvotes3:↑3and↓0+3Addtobookmarks0Comments0Articlekaze_no_saNov22at11:04PostgreSQL18:Part1orCommitFest2024-07LevelofdifficultyMediumReadingtime10minViews583PostgresProfessionalcorporateblogPostgreSQL*SQL*TranslationThisarticleisthefirstintheseriesabouttheupcomingPostgreSQL18release.LetustakealookatthefeaturesintroducedintheJulyCommitFest.Planner:HashRightSemiJoinsupportPlanner:materializinganinternalrowsetforparallelnestedloopjoinPlannersupportfunctionsforgenerate_seriesEXPLAIN(analyze):statisticsforParallelBitmapHeapScannodeworkersFunctionsminandmaxforcompositetypesParameternamesforregexp*functionsDebugmodeinpgbenchpg_get_backend_memory_contexts:columnpathinsteadofparent,newcolumntypeFunctionpg_get_aclpg_upgrade:pg_dumpoptimizationPredefinedrolepg_signal_autovacuum_workerReadmore→Totalvotes2:↑2and↓0+4Addtobookmarks1Comments0PosAlle 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Habrtdev_familyNov21at15:44Views9.2KReactNative*HowtoaddacardtoAppleWalletandGoogleWallet📱inReactNative?We’vecreatedalibrarythatprovidesintegrationwithbothAppleWalletoniOSandGoogleWalletonAndroid.Itallowsyoutoadd,remove,andcheckforexistingpassesoniOS,andaddpassestoGoogleWalletonAndroid.Todownloadthelibrary,gohereTs:applewalletgooglewalletmobiledevelopmentmobileappsLike0DislikeAddtobookmarks0Comments0ArticleprofleaddevNov18at14:30HowIMadeLearningSimplewithText-to-AudioPodcastsUsingNotebookLMReadingtime3minViews774ArtificialIntelligenceTutorialHeyoueverfeltoverwhelmedtryingtomakesenseofdensenotesorwishedyoucouldlistentothemlikeapodcastwhileonthego?Inthisarticle,I’llsharethetoolthatcouldhelpyouturntextintoengingaudiopodcasts;Ibelieveitcouldhelpyoulearnnewthingsfasterandmoreeffectively.ReadmoreTotalvotes2:↑2and↓0+2Addtobookmarks3Comments0Articledev_familyNov15at13:13HowtoaddacardtoAppleWalletinReactNative?Readingtime4minViews883DevelopmentforAndroid*DevelopmentforiOS*TutorialMobiledeveloperscanuseAppleWalletandGoogleWalletintegrationsfordifferenttypesofapps.OncewealreadywroteourownlibraryforAppleWalletinReactNativebecausewecouldn'tfindanythingreadytouse.ButnowthatGoogleWalletisfullyreleased,it'stimetoupdateit.Now,thislibraryprovidesintegrationwithbothAppleWalletoniOSandGoogleWalletonAndroid.Itallowsyoutoadd,remove,andcheckforexistingpassesoniOS,andaddpassestoGoogleWalletonAndroid.ReadmoreTotalvotes1:↑1and↓0+1Addtobookmarks1Comments0ArticleprofleaddevNov11at17:07FREEAIPromptGenerator—PerfectforChatGPT,Midjourney&LeonardoLevelofdifficultyEasyReadingtime2minViews1.4KArtificialIntelligenceTutorialIntoday’sarticle,I’mgoingtoshowyouasimple,freetoolthatcanhelpyoucreategreatpromptsforanyAImodelyouuse—whetherit’sChatGPT,Midjourney,orsomethingelse.ReadmoreTotalvotes1:↑1and↓0+1Addtobookmarks5Comments0ArticlehabrbahNov7at21:41Hybridpeople—determinationofthestatusofpersonswhoheundergonemedicalinterventionusingAItoolkitReadingtime4minViews839ThefutureishereBusinessModels*ArtificialIntelligenceResearchandforecastsinIT*PopularscienceOpinionDearColleuesandFriends, SinceIamonlyanITcollegestudentsoIhenotbeeninvolvedinanyseriousprojectintheITfield.However,IhopethatmystudentmembershipinAСMallowsmetosharemyviewswithestablishedprofessionalsandthusjoinabroadandconstructivediscussiononAIissues. Overthepastcoupleofyears,thetopicofharmoniousdevelopmentoftechnologiesbasedonthefruitsofAIhasattractedeveryone'scloseattention.Inanefforttounderstandthecurrentsteofdevelopmentofthistechnologyanditsperceptionbysocietyandthegovernment,Iattendedalotofonlineevents(includingextremelyenrichingACMTalkswebinars),readdozensofarticlesintheprofessionalandbusinesspress,studiedregulationsAIissuesbyEU,USandUN.However,IdonotseeorfeelthatthiscollectivesearchhasharmonizedtheviewsonAIdevelopmentexpressedbyinventors,representativesofthebusinesscommunity,ITspecialists,andcurrentandfutureusersofAIproducts.AsafutureITprofessional,Iwouldliketoseelessconfrontationandmoresolidarityregardingtheglobaltechnologicalbreakthrough.Asanaccomplishedlegalprofessional,IseethatnowisanimportantmomenttomovefromhoningtheprinciplesofworkingwithAItoformulatingandimplementing(somewhatproactively)specificmechanismsfortheimplementationofAIproducts,aswellasestablishingfairandresponsibleregulationoftheirsocialandlegalconsequences. Inthecontextoftheabove,IofferforconsiderationmyviewsontwoaspectsofthedevelopmentandimplementationofAItechnologies:ReadmoreTotalvotes3:↑2and↓1+3Addtobookmarks0Comments2Articlealexey_zakharenkovNov7at13:56«Where,whereheyougone»,orsearchingformissingstationsonpublictransportroutesinOpenStreetMapLevelofdifficultyMediumReadingtime6minViews872OpenStreetMap*Algorithms*TransportTranslationOpenStreetMap(OSM)isaglobalprojectformedaroundageographicinformationdatabasewhichisbeingfilledbyallcomers—bothenthusiastsandinterestedcompanies.Anybodycancontribute,buttheopennesshasitsdownside:incorrecteditsoftengetintothedatabase.HenceplentyofvalidatorsofOSMdatahebeenwrittenwhichallowtomaintainthedataqualityatanacceptablelevel.Since2016thereexistsanopensourcesubwaypreprocessorthatvalidates(generateserrorreports)rapidtransitroutesinOSMforcompletenessandlogical/topologicalerrors,andconvertsthemintoformatsthataresuitableforroutingandrendering,e.g.GTFS.BesidesOSMdataittakesalistofpublictransport(PT)networkswhichcontainsthecheckinginformationaboutthenumberoflines,stationsetc.peraPTnetwork.ThepreprocessorhassuccessfullyprovenitselfinthepreparationofPTdataforapplicationssuchasMaps.meandOrganicMaps.Inthisarticle,IwouldliketoshareanapproachtodetectingoneofthetypesoferrorsthatoccurquiteofteninOSMdataandautomaticdetectionofwhichissomewhatchallenging.It'sanaccidentallossofastationfromaroute.Thesourcecodeofthevalidatorandthedescribedalgorithmareopensource.Butfirst,let'sdefinetheconceptsusedtorepresentPTdatainOpenStreetMap.ReadmoreTotalvotes6:↑6and↓0+6Addtobookmarks3Comments0ArticlehabrbahNov6at19:58Regulationofcomputingpower,jointinsuranceofAIproducts,andprotectionofhybridpeopleReadingtime7minViews644API*BusinessModels*ThefutureishereArtificialIntelligenceITInfrastructure*AnalyticsIssuesofcooperationinthefieldofregulationofcomputingpower,jointinsuranceofAIproducts,anddeterminingthesocialstatusandprotectionofpersonswithahybridnervoussystem(hybridpeople) DearColleuesandFriends,Infurtheranceofthediscussiononthetopicof"Keytechnologypolicyissueswillbegrapplingwithin2025",letmeoutlinesomemullingsattheintersectionofthetheoryandpracticeofcomputerscience,law,andneuroethics.«Oursocietyandthuseachindividualhasthepossibilityto(help)decidehowtheworld,inwhichwewanttolivewithartificialintelligenceinthefuture,shouldlook.Philosophy,law,andtechnologyplayacentralroleinthediscoursethathastobeconductedforthispurpose»(fromFraunhoferIAIS’sreport«TrustwortyuseofAI»). Essentialideaofthatproposals-drawingfromthedeeptechnicalexpertiseofthecomputingcommunity,toprovidetopolicyleadersandstakeholdersnonpartisanthesesonpolicygapsinthefieldofneuroethics,developmentandimplementationofML/AItools.Itispreferablethatthisregulationbeaharmonioussymbiosisoflegalnormsbothatthestatelevelandatthelevelofsociallyresponsibleprofessionalcommunities.Theapproachmentionedinparraph6.2ofTheCEN-CENELECFocusGroupReport:RoadMaponArtificialIntelligence(AI)and,infact,focusedonautonomousself-regulationofAItools(systems)seemsinappropriatetocurrentrisksandtreats:“Analternativeapproachisthatthesystemitselfensuresthatmodificationsofitsfunctionalityduetoself-learninghenonegativeimpactonassessmenttopicslikesafetyorfairness”. Further,inthesameplace,thepotentialineffectivenessofthecertificationsystemforAItoolsisactuallyrecognized:“Forartificialintelligencesystemsthatlearnastheyareused,theproblemisthatthebehiorofthesystemchangescontinuouslyandwillrequireanewconformityassessmenteachtime.”ReadmoreRating0Addtobookmarks1Comments0Articlekentr009Nov5at12:14AdvancedCAPTCHABypassTechniquesforSEOSpecialistswithCodeExamplesLevelofdifficultyEasyReadingtime11minViews893Python*ReviewTranslationEverySEOprofessionalhasencounteredCAPTCHA.Ifnot,theyareeithernotprofessionals,misunderstandthetermSEO(possiblyconfusingitwithSMMorCEO),orareverynewtothischallengingfield.OnecouldendlesslydenyandarguethatCAPTCHAisoverratedanddoesnotdeservesignificantresources.Buttheseargumentsendthemomentoneneedsdatafromasearchengineresultpe,likeYandex,withoutknowledgeofXMLrequests…Or,say,aclientwantstoscrapetheentireAmazon(justbecausetheydo)andoffersgoodpay...ReadmoreTotalvotes3:↑3and↓0+3Addtobookmarks0Comments2ArticleprofleaddevNov1at18:20NEWChatGPTSearchainstPerplexityAI:WhoWins?Readingtime3minViews1.2KArtificialIntelligenceReviewTwopowerfulAItoolsaremakingwesintheworld:NEWChatGPTSearchandPerplexityAI.Butwhichoneisbetterforyou?I'vetestedthemandwanttosharemyresults.ReadmoreRating0Addtobookmarks0Comments2BackHere123...4950ThereBackYouraccountLoginSignupSectionsArticlesNewsHubsAuthorsSandboxInformationHowitworksForauthorsForcompaniesDocumentsreementConfidentialServicesCorporateblogsAdvertisingNativeadvertisingEducationprogramsStartupsFacebookTwitterTelegramLanguesettingsSupport©2006–2024,Habrwindow.dataLayer=window.dataLayer||[];functiongt(){dataLayer.push(arguments);}gt('js',newDate());(function(m,e,t,r,i,k,a){m[i]=m[i]||function(){(m[i].a=m[i].a||[]).push(arguments)};m[i].l=1*newDate();k=e.createElement(t),a=e.getElementsByTName(t)[0],k.async=1,k.src=r,a.parentNode.insertBefore(k,a)})(window,document,"script","mc.yandex.ru/metrika/t.js","ym");window.addEventListener('load',function(){setTimeout(()=>{constimg=newIme();img.src='vk.com/rtrg?p=VK-RTRG--57vKE';},0);});