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The use of artificial intelligence (AI) is growing across a wide array of business segments. From medical sciences to space engineering, the influence of AI in business is widespread. According to a recent report, the global AI software market is showing signs of rapid growth and is expected to reach around US$126 billion by 2025 (Liu, 2023). These trends point to the fact that AI technology is being deployed to build solutions for all sorts of uses, both from a business and customer perspective. One of the key functions of AI, therefore, is to provide a decision-making answer as an output to a user-driven input or activity. As such, it won’t be an exaggeration to say that the AI system operates on the notion of giving an answer to a question in relation to the problem that the user may be interested in. AI technologies such as machine learning/deep learning, natural language processing (NLP) essentially infer and predict from the data fed into it and provide an output that is just like an answer to a particular question or query for decision-making and further information processing purposes. For instance, an AI system trained on MRI scans helps in cancer diagnosis and treatment protocols. The data fed into the system is processed by the system to generate MRI scans that help human decision-makers in answering the probability of presence or absence of cancer in the patient (NIH, 2023; Recht and Sodickson, 2023). Similarly, an AI system using natural language processing (NLP) technology to convert voice to text is simply solving the problem of having text transcripts of voice data. What it means is that AI’s functioning is predominantly problem-solving oriented. Luger (2005; p.25) concurs and highlights that AI programs are designed to solve useful problems. As such, the term “intelligence” in artificial intelligence causes confusion for people, as AI does not possess any genuine intelligence per se. When it comes to human intelligence, it is important to recognize the various challenges that we face to describe and define what intelligence is. Firstly, despite a lot of progress and development of knowledge about ‘how the brain functions”, the understanding of what intelligence remains elusive. Is it a collection of various abilities or a single faculty? What are perception, intuition, and creativity, and how such concepts are developed? What are cognitive capabilities and how they are developed? (Luger, 2005). Second, human intelligence is not limited to problem solving and decision-making alone. It is much more than that. Human intelligence involves interaction with the environment dynamically and responding to emerging scenarios and situations. The inherently dynamic nature of human intelligence involving cognition capabilities is not question-answer sequence focused. Third, how do creativity and intuitive intelligence drive the actions and behaviors of humans? How do creativity and intuitive intelligence manifest in real-time? These are some other areas that need more work to understand the human cognitive processes. For AI machines to be called intelligent in any extant imagination, they need to possess at least some limited intelligence capabilities similar to those a human mind possesses. It raises the question if the current AI systems’ abilities and functioning are limited by their focus on problem-solving? Is problem-solving focus a problem for the evolution and development of AI? If so, what should be done for the further development of AI?
What should be the focus of further developments in AI?For further AI developments, there is a need to focus on understanding and building technologies that could mimic or mirror some form of human cognition and behaviors beyond just problem-solving. As David (2023) puts it, there is a need to start such a journey by looking at how the human brain develops from early childhood. Increasing our understanding of synaptic development activity in the human brain from infancy to adulthood will lead to the development of better neural networks that can mimic human cognition developmental processes. Understanding early childhood brain development will also help improve our understanding of how stronger and weaker synapses are formed in the human brain, as well as how such developments to aid in creative and intuitive activities. Such an understanding will help in building more sophisticated neural networks with increased synaptic plasticity. It will also help in building new forms of training processes and models for use by artificial neural networks (David, 2023).
Authored by:Professor Jiwat Ram Jiwat writes about some of the contemporary issues in technology and business management. He has a growing portfolio of publications on emergent issues in technology, including AI, social media, and big data. He has over 120+ publications, including in journals, conferences, and industry outlets.
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Fix A Problem Occurred Error In Fortnite On Pc
Fortnite users are unable to play the game as when trying to do so they see A Problem Occurred error. There are different variants of this error, and they mean different things. Let us first look at the accompanying error messages users see when encountering A Problem Occurred error in Fortnite.
Please restart your client. Exit 0
You were removed from the match due to internet lag. your IP or machine, VPN usage, or for cheating. We recommend not utilizing VPN or proxy services while attempting to play Fortnite.
Connection to the server failed
Unknown error
There are some other error messages, but most of them are a variant of these. In this post, we are going to talk about each one of them and see how they can be resolved.
Fix A Problem Occurred error in Fortnite on PCTo fix A Problem Occurred errors like Exit 0, You were removed from the match due to internet lag, Connection to the server failed, Unknown error on Windows PC, follow these suggestions:
Restart Fortnite and Epic Games
Check Epic Games Server Status
Check your Internet Connection
Remove VPN
Make sure that Easy Anti-Cheat is running
Install Microsoft Visual C++ Redistributable
Run the game as an administrator
Repair Game Files
Let us talk about them in detail.
1] Restart Fortnite and Epic Games 2] Check Epic Games Server StatusIf the issue is related to the network, which is in the case of the Connection to the server failed error or other related error messages, you should check the server status of Epic Games and make sure that the server is not down or under maintenance. To do the same, you can go to chúng tôi or use one of the free down detectors. In case the server is down, the only thing you can do is wait for the issue to be resolved. In the meantime, keep checking the status.
3] Check your Internet ConnectionIf you are removed from a match there is a high possibility that the problem has occurred due to low bandwidth. So, use one of the free Internet Speed testing services to know your bandwidth. In case the bandwidth is low, restart your router and if that doesn’t work, contact your ISP.
4] Remove VPNIf you are using a VPN service, Fortnite will find it difficult to communicate with its server as a result of which, you will see the error message in question. So, if you are using a VPN service, just disable it and retry playing the game. However, if you are not connected to a Virtual Private Network, skip this solution and move to the next one.
5] Make sure that Easy Anti-Cheat is running 6] Install Microsoft Visual C++ RedistributableMicrosoft Visual C++ Redistributable is needed to run Fortnite, it also works alongside the Anti-Cheat program. In short, it is very important and its absence can cause problems for your game. We would recommend you download Microsoft Visual C++ Redistributable installation package. In case the program is already there on your system, you will be notified and it will get installed if the program is absent. Once you have installed the needed tool, launch the game and see if the issue is resolved.
7] Run the game as an administratorWithout the administrative privileges, some of the functions of Fortnite and Easy AntiCheat will get blocked. You can either give the privilege to all game files namely FortniteClient-Win64-Shipping, FortniteClient-Win64-Shipping-BE, FortniteClient-Win64-Shipping-EAC, and FortniteLauncher.
However, first, try giving permission to Epic Games Launcher. In case, the issue is resolved by that, there is no need to manually go to each program and run them as an administrator.
Go to the Compatibility tab and tick the box associated with Run this program as an administrator.
Hopefully, this will do the job for you.
8] Repair Game FilesIf nothing worked, then there is something wrong with your game files. To fix that, we are going to use the Epic Games launcher. Here’s how to do the same.
Open the launcher.
Head to the game library.
Hopefully, this will do the job for you.
Why does my Fortnite say an error occurred while connecting to EPIC servers?Fortnite might not be able to connect to the Epic Games Server because of some network issue. First of all, check your Internet connection and make sure that your bandwidth is not low. In case the Internet is not the cause, check our guide on how to fix connection errors in Epic Games.
Why can’t I log into Fortnite?There are multiple reasons why you are unable to log into Fortnite. It can be because of DNS glitches, slow Internet, etc. We recommend you check our guide on what to do if you can’t log in to Fortnite. Hopefully, you will be able to resolve the issue using those solutions.
Also Read: Fix Epic Games Launcher login errors on Windows.
Don’t Know Your Next Ceo? You’ve Got A Problem
CEO succession planning is most successful when started early.
Getty Images
It’s no secret that strong, steady, continuous leadership is key to the success of an organisation, particularly amidst turbulent times. However, many businesses fail to correlate this understanding with the need for succession planning – and the consequences can be dire.
Just ask Disney.
The entertainment giant felt the effects of poor succession planning, suffering a 40% drop in share prices, the lacklustre performance of Disney+, and a severe blow to its reputation.
The lack of alignment of the new CEO, Bob Chapek, particularly with regards to company values and management style, led to internal disruption and public embarrassment. This was compounded by a murky exit strategy for beloved incumbent, Bob Iger, which undermined Chapek’s leadership, and caused division within the company.
After less than 18 months in the role, Chapek was ousted and Iger returned to the role of CEO – though for how long is anyone’s guess.
Disney’s experience is a timely reminder of the need to prioritise structured, long-term succession planning; which ensures future CEOs are equipped to lead and enables a smooth transition when the time comes.
To secure your future, start nowCEO succession planning is most successful when started early.
How early?
The day the new CEO starts.
Finding, developing and nurturing future leaders takes years, and needs to be worked on continuously, to create a solid pipeline of talent, particularly as we see the tenure of CEOs shrink.
Boards are particularly concerned about the need for a stable of potential successors, as it ensures they have strong leadership to navigate potentially turbulent times ahead. According to the Australian Institute of Company Directors, 19 per cent of directors list CEO succession as one of their top 3 issues most likely to “keep them awake at night”.
It is not only Boards that are worried – succession planning has implications for CEOs, too. Russell Reynolds Associates’ 2023 Global Leadership Monitor Survey reports that 72 per cent of leaders cited availability of talent and skills as the leading issue impacting business health. Without proper succession planning, organisations risk losing quality executives.
When done well, however, the recognition and development of executives results not only in a high-performing C-suite, but retains the most promising employees.
In addition to aiding in retention and providing a smooth transition between CEOs, succession planning protects against the impact of an emergency change of leadership. In the case of an unexpected exit or health crisis, it is essential to have someone willing and able to step in.
Creating a profile for successBefore beginning the process of planning for succession, Boards must first define what they need in a CEO, creating a success profile according to the specific needs of their organisation. Rather than looking for a carbon copy of the current CEO, Boards must consider what they want the future of the company to look like.
Beyond business targets and objectives, this profile should also include the values the organisation will embody and the challenges that lay ahead.
Look withinOnce this model has been created, Boards can then think about the knowledge and experience required for potential candidates – and these candidates should be within the organisation already.
Internal promotion not only aids in retention but means your CEO is aligned with company goals, strategy and culture, mitigating the risk associated with bringing in an outsider.
Promoting internally also allows for future leaders to shadow the CEO, and take part in joint decision-making, ensuring they are ready to take hold of the reins when the time comes.
Indeed, the incumbent CEO should have succession planning within their KPIs, tasked with identifying up to three candidates and aiding in their development.
For this to occur, succession needs to be discussed openly, and regularly, with the current CEO, creating a transparent process in which they feel comfortable, and empowered to play an integral role.
Inspirational leadershipWhen assessing internal candidates, organisations should be looking for someone that has the intellect and experience to lead through change, driving performance while handling ambiguity.
Effective leadership looks different now. Rather than ruthlessly controlling business outcomes through a top-down approach, a good leader inspires excellence in their organisation and utilises the specific skills of their team to achieve their goals.
An inspirational leader uses influence to execute on strategy, meaningfully engaging with stakeholders and management to create a cohesive environment for success. This kind of CEO is far better equipped to handle the complexity of the modern corporate world.
In addition to the ability to influence and engage, board should assess candidates based on the following five criteria:
Intellect, problem-solving, and systems thinking
Ability to work well with ambiguity and conflict
Aptitude for continuous learning
Drive to excel at an extremely high level
Leadership style versatility
Once potential leaders have been identified, organisations should create a tailored development plan for each person.
By acknowledging the particular strengths and growth areas of each candidate, and creating a clear path for progression, Boards can secure the future of the business and create a more effective C-suite.
Aimee Williamson is Managing Director and Global Head of Assessment, Russell Reynolds Associates
Hands On With Deep Learning – Solution For Age Detection Practice Problem
Introduction
It is one thing to learn data science by reading or watching a video / MOOC and other to apply it on problems. You need to do both the things to learn the subject effectively. Today’s article is meant to help you apply deep learning on an interesting problem.
If you are questioning, why learn or apply deep learning – you have most likely come out of a cave just now. Deep learning in already powering face detection in cameras, voice recognition on mobile devices to deep learning cars. Today, we will solve age detection problem using deep learning.
If you are new to deep learning, I would recommend you to refer the articles below before going through this tutorial and making a submission.
Table of Contents
Why Participate in a Practice Problem (Deep Learning)?
What is the problem again?
Let’s solve the problem!
Intermission: Our first submission
Let’s solve the problem! Part 2: Building better models
Intermission: Visual Inspection of our predictions
What’s Next?
Why Participate in a Practice Problem (Deep Learning)?If you have learnt or read about Deep learning in last few days / months, and are looking for applying your new skill – practice problems are the right place to start. I say so because they provide you an experience of solving problems from scratch without making them too competitive.
Here are the reasons why you should pick up a few practice problems:
Have time to build the basics: I always suggest, we should always start with establishing a right foundation (Thinking about the problem statement and exploring the data set) and practice this a lot. I still see people start coding without thinking about the problem and understanding the data. In this approach, you actually don’t explore the problem and data because you are focusing on exploiting the algorithm directly.
Peer Learning (Forum/ Blog): In practice problem, participants share their approach on forum or via blog and are always ready to discuss new approaches. People don’t hold back as this is not a prized competition.
Practice: These practice problems are like your practice sessions before you go out and perform on real life problems. You should evaluate your performance here first and try to do well. Your main objective during this time should be to get the most out of the tool, algorithms and the dataset.
Test your knowledge: It is a great place to try out something you learnt and it will be very beneficial to you. The result don’t matter as much as this is a practice problem.
What is the problem again?The first step to do when participating in a hackathon is to understand the problem. In this article, we will look at a recently published practice problem: Age Detection of Indian Actors. You can view the problem statement on the hackathon page, but I will briefly mention it here.
The task is to predict the age of a person from his or her facial attributes. For simplicity, the problem has been converted to a multi-class problem with classes as Young, Middle and Old.
Seems easy at a first glance right?
If you actually see the data, it seems hard even for a human! Lets check for ourselves! Here are some random good examples from our data.
Middle Aged:
Old:
Young:
But can you guess these?
Apparently both are middle aged actors!
To solve these problems, you need to have a streamlined approach. We will see this in the next section.
Let’s solve the problem!Now that you know the problem, let us get started. I assume you have numpy, scipy, pandas, scikit-learn and keras installed. If you don’t, please install them. The articles above should help you.
Before building a model, I urge you to solve this simple exercise:
Can you write a script that will randomly load an image into jupyter notebook and print it? (PS: Don’t look at the answer below!). Post your code in this discuss thread.
Here’s my approach to the exercise; As always, I first imported all the necessary modules,
% pylab inline import os import random import pandas as pd from chúng tôi import imreadThen I loaded the csv files, so that it would be easier to locate the files
root_dir = os.path.abspath('.') data_dir = '/mnt/hdd/datasets/misc' train = pd.read_csv(os.path.join(data_dir, 'train.csv')) test = pd.read_csv(os.path.join(data_dir, 'test.csv'))Then I wrote a script to randomly choose an image and printed it
i = random.choice(train.index) img_name = train.ID[i] img = imread(os.path.join(data_dir, 'Train', img_name)) print(‘Age: ‘, train.Class[i]) imshow(img)Here’s what I got:
Age: YOUNG
The motive of this exercise was that you can randomly view the dataset and check what problems you could possibly face when building the model.
Here are a few of my hypotheses of what problems we could face
Variations in shape: One image had a shape (66, 46) whereas other had (102, 87)
Multiple viewpoints: We have faces with whichever view possible! Here are some examples:
side view
front view
For now, let us focus on only one problem, viz how to handle variations in shape?
We can do this by simply resizing the image. Let us load all the images and resize them into a single numpy array
from chúng tôi import imresize temp = [] for img_name in train.ID: img_path = os.path.join(data_dir, 'Train', img_name) img = imread(img_path) img = imresize(img, (32, 32)) img = img.astype('float32') # this will help us in later stage temp.append(img) train_x = np.stack(temp)And similarly for test images
temp = [] for img_name in test.ID: img_path = os.path.join(data_dir, 'Test', img_name) img = imread(img_path) img = imresize(img, (32, 32)) temp.append(img.astype('float32')) test_x = np.stack(temp)We can do one more thing that could help us build a better model; i.e. we can normalize our images. Normalizing the images will make our train faster.
train_x = train_x / 255. test_x = test_x / 255.Now let’s take a look at our target variable. I have another exercise for you; What is the distribution of classes in our data? Could you say it is a highly imbalanced problem?
Here’s my try for the exercise;
train.Class.value_counts(normalize=True) MIDDLE 0.542751 YOUNG 0.336883 OLD 0.120366 Name: Class, dtype: float64 Intermission: Our first submission!On the basis of distribution of our data, we can create a simple submission. We see that most of the actors are middle aged. So we can say that all the actors in our test dataset are middle aged!
test['Class'] = 'MIDDLE' test.to_csv(‘sub01.csv’, index=False)Upload this file on the submission page to see the result!
Let’s solve the problem! Part 2: Building better modelsBefore creating something substantial, let us bring our target variable in shape. We will convert our target into dummy columns so that it will be easier for our model to ingest it. Here’s how I would do it.
import keras from sklearn.preprocessing import LabelEncoder lb = LabelEncoder() train_y = lb.fit_transform(train.Class) train_y = keras.utils.np_utils.to_categorical(train_y)Now comes the main part, building a model! As the problem is related to image processing, it is wiser to use neural networks to solve the problem. We will too build a simple feedforward neural network for this problem.
First we should specify all the parameters we will be using in our network
input_num_units = (32, 32, 3) hidden_num_units = 500 output_num_units = 3 epochs = 5 batch_size = 128Then we will import the necessary keras modules
from keras.models import Sequential from keras.layers import Dense, Flatten, InputLayerAfter that, we will define our network
model = Sequential([ InputLayer(input_shape=input_num_units), Flatten(), Dense(units=hidden_num_units, activation='relu'), Dense(units=output_num_units, activation='softmax'), ])To see how our model looks like; lets print it
model.summary()Now lets compile our network and let it train for a while
model.fit(train_x, train_y, batch_size=batch_size,epochs=epochs,verbose=1)
Seems like its training! But we still haven’t validated it. Validation is necessary if we want to ensure that our model will perform well on both the data it is training on and on a new testing data
Let’s tweak the code a little bit to cross validate it.
model.fit(train_x, train_y, batch_size=batch_size,epochs=epochs,verbose=1, validation_split=0.2)The model seems to perform good for a first model. Lets submit the result.
pred = model.predict_classes(test_x) pred = lb.inverse_transform(pred) test['Class'] = pred test.to_csv(‘sub02.csv’, index=False) Intermission: Visual Inspection of our predictionsHere’s another simple exercise for you; Print the image along with the predictions of your trained model. Do this preferably on your training dataset so that you can check your predictions along with the real target
Here’s my take on the exercise,
i = random.choice(train.index) img_name = train.ID[i] img = imread(os.path.join(data_dir, 'Train', img_name)).astype('float32') imshow(imresize(img, (128, 128))) pred = model.predict_classes(train_x) print('Original:', train.Class[i], 'Predicted:', lb.inverse_transform(pred[i])) Original: MIDDLE Predicted: MIDDLE What’s NextWe have built a benchmark solution with a simple model at hand. What more can we do?
Here are some tips I can suggest
A better neural network model can give you a great boost. You can try using a convolutional neural network which is better suited for image related problems. Here’s a simple CNN for your reference
We mentioned a few problems we could face while solving the problem. Most of them would be minimized if we do proper preprocessing of the data.
One thing you could try is converting color images to grayscale. This is because color is not that important a feature when you are solving the problem. More of these intuitions might come to you when you understand the problem better.
End Notes:Related
How To Fix The WordPress 5.5 Jquery Problem
WordPress 5.5 is largely a success. But there have been numerous conflicts from themes and plugins that caused sites to break. Arguably the biggest issue stems from WordPress’ decision to remove the outdated jQuery Migrate.
The first step of the process of modernizing WordPress was removing the jQuery Migrate 1.x in WordPress 5.5. And that’s what is causing some sites to break.
Some WordPress themes and plugins are using older jQuery scripts, which is causing a range of problems.
According to WordPress page for the jQuery Migrate Helper:
“With the update to WordPress 5.5, a migration tool known as jquery-migrate will no longer be enabled by default.
This may lead to unexpected behaviors in some themes or plugins who run older code.”
As of this writing, over 80,000 WordPress publishers have downloaded the WordPress plugin in order to stop the “unexpected behaviors” of WordPress 5.5.
Over 2,000 Plugins with jQuery ConflictsAccording to a post on WordPress, a search of the plugin directory that was conducted two weeks ago discovered over 2,000 plugins that had conflicts.
According to a WordPress Core Committer who did the research:
“This results in ~2400 plugins with the potential to break when jQuery Migrate is disabled upon upgrading to 5.5.”
That list was created two weeks ago. The amount of plugins that have issues should by now be smaller.
Over 200 Themes with ConflictsThe list also discovered over 200 themes that broke.
“For themes these changes to the search bring the results from ~2600 themes to ~250 themes, with only 5 having more than 10k active installs.”
Some people may be experiencing issues with their themes because of outdated code. But some of those problems are because of plugins that are bundled with those themes. For example, premium page builder plugins and slider plugins are routinely bundled with some themes. But because they’re premium, they won’t necessarily get updated to the latest version, depending on your software license.
If upgrading to the latest version of a theme doesn’t solve your problem, you can install the WordPress Enable jQuery Migrate Helper in order to restore functionality.
But be warned that this is only a temporary solution. It may be helpful to troubleshoot your site to identify what functionality is causing the issue. Once the function is identified, you may be able to download an up to date replacement plugin to handle that broken function.
Keep reading to understand more about troubleshooting.
How to Troubleshoot WordPress 5.5 UpdateHere’s a screenshot of what an error would look like:
If you want more tips on how to troubleshoot a JavaScript error in WordPress, scroll to the bottom of this article to the Citations section for an official WordPress tutorial.
Common Issues After Upgrading to WordPress 5.5Some of the problems are so bad that some publishers can’t log back in.
Many of the issues some publishers are experiencing after updating to WordPress 5.5 are related to losing site functionality.
WordPress 5.5 Update ProblemsThese are just some of the problems users are experiencing
How to Fix WordPress 5.5 jQuery ProblemWordPress has released a plugin that restores the jQuery Migrate library. Installing this plugin will cause your site to work again. But…
The plugin does not actually fix what is wrong with your site.
What the plugin does is makes your site work again. But it does not fix what is wrong with the site.
What is wrong with the site is an outdated plugin or theme. If your image slider isn’t working, then the problem is probably image slider plugin. Updating that plugin is a solution.
But if there is no update for the plugin that needs to be updated, then you’re probably using an abandoned plugin. An abandoned plugin is generally one that hasn’t been updated in a long time.
What constitutes a “long time” is not clear cut because some plugins don’t need to be updated that often.
Most plugin developers are improving their software. So, in general, if a plugin hasn’t been updated in a year or more, it’s probably somewhat abandoned.
It’s best to stop using that plugin. Abandoned plugins can become security issues.
In the case of an abandoned plugin, it’s a good idea to find a more actively maintained plugin that does the same thing.
The plugin that you need to restore functionality to your WordPress site is called, Enable jQuery Migrate Helper. You can download it here.
Enable jQuery Migrate Helper plugin is not fix for what broke during the WordPress 5.5 update. It’s just a way to restore functionality.
It’s important to take the next step of diagnosing what is broken and fixing the actual problem.
Once the plugin or theme is repaired, you will be in a better place in terms of security and user experience for your site visitors.
CitationsHow To Fix “There Was A Problem Parsing The Package” On Android
Android’s “There was a problem parsing the package” usually appears when you try to install an app via a faulty APK file. The error tells you that there was an issue parsing the app package, which means the package (the APK) is problematic.
If you need to use the app that you’re trying to install via APK, you might want to find a solution to your issue. Here are a few fixes you can try for yourself.
Table of Contents
Redownload the APK if You Have a Corrupted APK FileA major reason your phone says, “There was a problem parsing the package” is that your APK file is corrupted. It’s possible the file was already corrupted on the host site you downloaded it from, or the file got corrupted during the download process.
Either way, your aim is to get the working version of the APK on your phone. If the file got corrupted when you were downloading it to your phone, redownload the APK from the same site.
You may also try downloading the APK to your computer first, and then move that file to your phone. This fixes any download corruption issues that your phone may have. You should also try downloading the latest or an older version of the APK and see if that works on your phone.
Download the APK From Another SourceThere are many APK download sites where you can find most apps’ APK files. Simply head over to one of these sites, download the APK for your app, and install the app on your Android device.
This is a quick and easy method to fix any specific issues with the APK.
Update Your Android Version to Fix the Parse Error IssueIf the app you’re trying to install isn’t compatible with your Android operating system version, your phone might say “There was a problem parsing the package.” In this case, the best solution is to update the software version on your phone.
It’s quick, easy, and free to install Android updates. All you need is an active internet connection, and you’re good to go.
Allow your phone to check for available updates.
Install the available update on your phone.
Open your file manager and tap your APK to install the app on your phone.
Toggle the “Unknown Sources” Option on Your Android PhoneUnknown Sources is an option in Android that allows you to install apps from outside the Play Store on your phone. When you experience issues installing APKs, it’s worth turning off this feature and then turning the feature back on.
You can manage this option on a per-app basis, which means if you use the Chrome browser to download APKs, you only have to toggle the option for Chrome in Settings on your phone.
Turn off the Allow from this source option.
Wait for about five seconds.
Turn on the Allow from this source option.
Open Chrome (or whatever app you toggled the option for), download your APK, and tap the APK to install your app.
Enable USB Debugging to Resolve the Package ErrorUSB debugging on your phone doesn’t have anything to do with installing APKs. However, it’s worth enabling the feature to see if that fixes your issue. Enabling USB debugging helps fix certain issues on Android.
Before you can activate the feature, you’ll have to unlock the Developer Options menu on your phone as follows:
Enable Developer Options
Open the Settings app on your phone.
Scroll down and tap About phone.
Tap Build number seven times, and your phone will unlock the Developer Options menu.
Activate USB DebuggingEnable the USB debugging option.
Open your phone’s web browser or file manager, tap your downloaded APK file, and the app should install without any issues.
Disable Antivirus on Your Android PhoneYour phone’s antivirus app sometimes ends up detecting safe files as potential threats. This might be why you can’t install your app and your phone says, “There was a problem parsing the package.”
In this case, turn off your antivirus app’s protection and see if that makes any difference. The option to disable the protection is usually found on the app’s main screen or the main menu. Once you’ve done that, tap your APK file and see if your app installs.
If that fixed the issue and your app installed successfully, you’re good to go. However, if that didn’t work, keep reading.
Find an Alternative to Your AppIf your “There was a problem parsing the package” issue persists, there’s a good chance the APK file is either faulty or incompatible with your phone. In these cases, you’ll want to look for an alternative app for your particular device.
Android is not short of apps, and there are numerous apps for each task you want to do on your phone. Whether you want an image editor or a calculator app, there are several apps on the Play Store to choose from.
Simply launch Google Play Store on your phone, search for the app you’re looking for, and you’ll get the app right there—this time, without any hassle.
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