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Author: wp_adam

AI Assistants and the Risk of Inaccurate Information

The media landscape is undergoing a significant transformation, thanks to advancements in Artificial Intelligence (AI). This shift is presenting media companies, including the BBC, with new capabilities and opportunities to enhance their services and content delivery. From adding subtitles to programs on BBC Sounds to translating content into multiple languages on BBC News, AI is already making a positive impact. The BBC is also developing AI tools to assist staff in daily tasks and exploring innovative ways to provide audiences with new experiences, such as personal tutors on Bitesize.

However, with great power comes great responsibility. While AI promises substantial value, it also poses significant challenges for audiences and the UK’s information ecosystem. One key concern is the role of AI assistants, like those from OpenAI, Google, and Microsoft, in distorting journalism.

The Research on AI Assistants and News Accuracy

AI assistants are being adapted to perform various tasks, including drafting emails, analyzing data, and summarizing information. They also provide answers to questions about news and current affairs, often repurposing content from publishers’ websites without permission (Economic Times, 2024). To understand the accuracy of news-related outputs from AI assistants, the BBC conducted research on four prominent AI assistants: OpenAI’s ChatGPT, Microsoft’s Copilot, Google’s Gemini, and Perplexity.

During the research, the AI assistants were given access to the BBC website and asked questions about the news, with the prompt to use BBC News articles as sources where possible. BBC journalists, experts in the topics, reviewed the AI-generated answers based on criteria such as accuracy, impartiality, and representation of BBC content.

Findings and Implications

The research revealed alarming results. AI assistants produced answers containing significant inaccuracies and distorted BBC content:

  • 51% of AI answers to news questions had significant issues.
  • 19% of AI answers citing BBC content contained factual errors.
  • 13% of quotes from BBC articles were either altered or not present in the cited article.

These inaccuracies matter because they undermine trust in the news, essential for a society that relies on a shared understanding of facts. Inaccuracies from AI assistants can be easily amplified when shared on social networks, leading to real harm. News publishers must ensure their content is used accurately and with permission. Internal research shows that when AI assistants cite trusted brands like the BBC, audiences are more likely to trust the answer, even if it is incorrect.

Image Courtesy of BBC News

Examples of Distortion

Individual errors from AI assistants highlight broader issues. For instance, Google’s Gemini incorrectly stated that “The NHS advises people not to start vaping,” while the NHS actually recommends vaping as a method to quit smoking. Microsoft’s Copilot incorrectly reported details about Gisèle Pelicot’s discovery of crimes against her, and Perplexity misstated the date of Michael Mosley’s death and misquoted a statement from Liam Payne’s family. OpenAI’s ChatGPT falsely claimed in December 2024 that Ismail Haniyeh, assassinated in Iran in July 2024, was part of Hamas leadership.

The Unknown Scale of the Issue

The scope and scale of errors and content distortion by AI assistants remain unknown. AI assistants provide answers on a wide range of questions, and users can receive different answers to the same question. The extent of the issue is unclear to audiences, media companies, regulators, and possibly even AI companies.

Urgent Need for Accurate and Trustworthy AI

AI assistants currently cannot be relied upon to provide accurate news and risk misleading audiences. Unlike professional news outlets that correct errors, AI applications lack mechanisms for error correction. This issue may extend to other areas where reliability and accuracy are crucial, such as health, education, and security.

Next Steps and Call to Action

As the use of AI assistants grows, it is critical to ensure they provide accurate and trustworthy information. Publishers, like the BBC, should control how their content is used, and AI companies should transparently show how assistants process news and the scale of errors.

The proposed steps to Avoid Distortions and Inaccuracies by AI Assistants:

  • Content Usage Policies: Develop clear policies on how AI assistants can use and repurpose content from publishers.
  • Improvement in AI Training: Work together to improve AI models by incorporating feedback from different organizations to reduce distortions.
  • Public Disclosures: AI companies should disclose how their systems process and summarize news content.
  • Error Reporting Mechanism: Implement systems for users to report errors and inaccuracies in AI-generated content.
  • Regulations on AI Content Use: Develop regulations that ensure AI assistants use content from news publishers accurately and with permission.
  • Regular Audits: Conduct regular audits of AI systems to check for compliance with accuracy and ethical standards.
  • Improved Algorithms: Invest in advanced algorithms that better understand and accurately summarize content.
  • Real-time Monitoring: Implement real-time monitoring systems to detect and correct inaccuracies in AI responses.
  • Human-in-the-Loop Systems: Integrate human oversight in AI systems to review and approve content summaries, especially for sensitive topics.
  • Feedback Mechanisms: Collect feedback from practitioners, experts, researchers, journalists, and other relevant communities to continuously improve AI systems.
  • Educational Initiatives: Increase AI literacy among audiences to help them critically evaluate AI-generated content.
  • Bias Mitigation: Implement strategies to mitigate bias in AI systems to ensure balanced and fair reporting.
  • Regular Updates: Update AI models regularly with the latest information and improved processing techniques.

Independent Evaluations: Conduct independent evaluations of AI systems to identify and rectify potential flaws.

Reference: Representation of BBC News content in AI Assistants

The Power of Predictive Analytics Enhancing Decision-Making with AI Streamline Your Workflow – 1

Test Post — The Test

In the world of blogging, one of the most important things to consider is the quality of your content. Whether you are writing about fashion, travel, food, or any other topic, it is crucial to make sure that your posts are well-written, informative, and engaging. With that in mind, let’s take a closer look at the test post.

The test post is a great way to experiment with different writing styles, topics, and formats. It allows you to play around with your ideas and see what works best for your audience. Whether you are a seasoned blogger or just starting out, the test post can help you improve your writing skills and find your voice.

When creating a test post, it is important to consider the following factors:

1. Topic: Choose a topic that interests you and that you think will appeal to your audience. This could be anything from a personal story to a how-to guide to a listicle of your favorite things.

2. Tone: Consider the tone of your post. Are you going for a casual, conversational style or a more formal, informative tone? Experiment with different tones to see what resonates with your readers.

3. Length: Test posts can vary in length, from short and sweet to long and detailed. Try different lengths to see what works best for your content and your audience.

4. Images: Don’t forget to include images in your test post. Visuals can help break up the text and make your post more engaging. Experiment with different types of images, such as photographs, infographics, or illustrations.

5. Call to action: Finally, don’t forget to include a call to action in your test post. This could be a question for your readers to answer, a request for feedback, or a link to another post on your blog.

Overall, the test post is a valuable tool for any blogger looking to improve their writing skills and connect with their audience. So go ahead and give it a try! Who knows, you might just discover a new favorite topic or writing style.

The Power of Predictive Analytics Enhancing Decision-Making with AI Streamline Your Workflow

Test Post — The Test

In the world of blogging, one of the most important things to consider is the quality of your content. Whether you are writing about fashion, travel, food, or any other topic, it is crucial to make sure that your posts are well-written, informative, and engaging. With that in mind, let’s take a closer look at the test post.

The test post is a great way to experiment with different writing styles, topics, and formats. It allows you to play around with your ideas and see what works best for your audience. Whether you are a seasoned blogger or just starting out, the test post can help you improve your writing skills and find your voice.

When creating a test post, it is important to consider the following factors:

1. Topic: Choose a topic that interests you and that you think will appeal to your audience. This could be anything from a personal story to a how-to guide to a listicle of your favorite things.

2. Tone: Consider the tone of your post. Are you going for a casual, conversational style or a more formal, informative tone? Experiment with different tones to see what resonates with your readers.

3. Length: Test posts can vary in length, from short and sweet to long and detailed. Try different lengths to see what works best for your content and your audience.

4. Images: Don’t forget to include images in your test post. Visuals can help break up the text and make your post more engaging. Experiment with different types of images, such as photographs, infographics, or illustrations.

5. Call to action: Finally, don’t forget to include a call to action in your test post. This could be a question for your readers to answer, a request for feedback, or a link to another post on your blog.

Overall, the test post is a valuable tool for any blogger looking to improve their writing skills and connect with their audience. So go ahead and give it a try! Who knows, you might just discover a new favorite topic or writing style.

Blog: AI, Privacy & Security -1

This is an example page. It’s different from a blog post because it will stay in one place and will show up in your site navigation (in most themes). Most people start with an About page that introduces them to potential site visitors. It might say something like this:

Hi there! I’m a bike messenger by day, aspiring actor by night, and this is my website. I live in Los Angeles, have a great dog named Jack, and I like piña coladas. (And gettin’ caught in the rain.)

…or something like this:

The XYZ Doohickey Company was founded in 1971, and has been providing quality doohickeys to the public ever since. Located in Gotham City, XYZ employs over 2,000 people and does all kinds of awesome things for the Gotham community.

As a new WordPress user, you should go to your dashboard to delete this page and create new pages for your content. Hav

Incident Management System | 01- The Program

Incident Management The Program

President Donald Trump announced the Stargate Project, a $500 billion investment in AI infrastructure. Backed by giants like OpenAI, Oracle, and SoftBank.

One particularly exciting area of focus is healthcare. Larry Ellison, CEO of Oracle, highlighted the potential of AI to revolutionize cancer treatment through the development of personalized cancer vaccines.

How does it work?

1. AI can analyze blood samples to detect tiny fragments of tumor DNA circulating in the bloodstream. This enables doctors to identify cancer earlier than ever before.

2. Once detected, the tumor’s genetic makeup is sequenced. AI determines the specific mutations driving the cancer, offering insights into its vulnerabilities.

3. Using this genetic information, AI designs a personalized vaccine based on mRNA technology. This vaccine trains the immune system to target and destroy the cancer cells.

4. From detection to vaccine creation, the entire process could be done in just 48 hours.

This level of personalization and speed is unprecedented. It means earlier detection, more effective treatments, and higher survival rates all with fewer side effects.

But this is just the beginning. If we can cure cancer faster than ever before, imagine what else we can achieve in the next few years.

Security Leadership with SANS MGT514 – Part02

SANS MGT 514 a leap towards cybersecurity management: Security Strategic Planning, Policy, and Leadership Program

This work is merely a reference to the original SANS MGT514 course, created only based on my understanding of the course. The primary objective of this entire series is to impart information with my own words and persuade people of the efficacy of SANS courses, which are created with numerous real-life examples and well-developed labs. Remember that certain portions were left ignored in order to avoid any copywriting concerns.

Day 2 of our training covered the methods and tools needed to create a strategic roadmap. This part teaches us about.

  • How to identify current security state?
  • How to establish a winning security roadmap?
  • How to successfully roll-out security program?

Characterize Current-State

The development of a strategic roadmap compels an in-depth analysis of the organization’s existing condition, which will give a credible insight for establishing one. In order to realize the current situation, you need to consider the following factors:

Mission and Vision Statement

While vision and mission are often blended or used interchangeably but they are actually two distinct statements where the first explains “why the organization exists” and “what it wants to achieve over the long run.” The second describes what the organization is currently doing to achieve the vision definitions. Listed below are some excellent vision and mission statements those have been written by various well-known organizations.

In SANS MGT514 way: Our Cause (Who, what, where?), Our Actions (What we do?), Our Impact (Changes for better).

Topics covered:

  • Analyze how security can help the company accomplish its goal and objectives.
  • Writing a vision and mission statement for the security department that aligns with the organization’s overall vision and mission statement.

Example of compelling vision & mission statements

SWOT Analysis

In operations of any business, there are risks and rewards those may be decreased by forecasting them through SWOT analysis. Strength, Weakness, Opportunities, and Risk, or SWOT, is an acronym that is frequently used at the beginning of a strategic planning process and offers important assistance in decision-making.

  • Strengths:           favorable attributes those could be used for success
  • Weaknesses:      Unfavorable circumstances those may harm or hinder desired goals
  • Opportunities:    Situations outside business those may be used for benefits
  • Threats:               External elements those might pose risk to business

Roadmap Development

Program leaders create a strategic roadmap by developing a solid plan that is linked with the organization’s vision and develop a strategy with objectives to achieve those goals. The creation of a roadmap for your security program or team should include more than just identifying technological capabilities. A winning road map will include:

Visioning

The process of visioning, which involves developing game-changing ideas, is frequently thought to be solitary and quick.

The process of visioning

Define Intelligible Outcomes

Clearly defined roadmap sequels enable leaders to create a climate in which individuals may conceive in novel ways to accomplish desired goals.

Engage a Security Framework

Choose a pertinent framework and customize it to meet the needs of the program. This establishment is not only concerned with carrying out the vision, but also with ensuring that the security team adheres to a framework.

Security frameworks serve as a template for developing security programs, managing risk, and communicating about security using a uniform dictionary. There are several security frameworks to choose from, and it can be difficult to know which one to employ. Many of these frameworks, fortunately, share similar security ideas. Some common examples are:

Write out Gaps

To attain goals, it is compulsory to determine the distinct activities those must be performed by assessing the gaps and comprehending the current state.

Gap analysis is exercised to identify the key actions those must be taken in order to obtain the desired future state. These steps can be either qualitative or quantitative. The components needed to create a successful gap analysis report are listed below.

  • Historical Analysis
  • Asset Analysis
  • PEST Analysis
  • Threat Analysis
  • SWOT Analysis
  • Vision & Mission
  • Business Goals
  • Security Goals
  • Vision & Innovation

Gap Analysis Tools

GAP Analysis Templates

Develop Program Roadmap

A roadmap would be created for the team to follow in order to accomplish the anticipated deliverables after identifying outcomes, describing stature and diagnosing any gaps.

Management Support and Funding

Create a compelling, convincing, and financially sound business case is essential for securing management approval and funding.

We must comprehend that senior leadership views security as simply one of many risks and opportunities that must be handled. So, we have to assist management in prioritizing and determining suitable resources allocations by developing a detailed business case. This will aid senior leadership in making wise decisions while taking into account bigger organizational constraints by presenting a business case that clearly outlines the projected costs and benefits.

A business case, in basic terms, outlines the motivation for an action. It describes a problems and possible solutions.

Note: One of the essential leadership skills that was extensively covered in this curriculum is the ability to write business cases.

Key Take Aways

No one just buys a product; to employ a product or service, one merely has a task to do. A successful leader identifies the pain areas rather than focusing just on selling the product or service.

Program Execution

Building a successful security program entails more than just creating a roadmap, establishing a strategy, and putting that approach into action. As a leader, you must act technically and think strategically as a leader

Monitoring & Reporting Program

“What gets measured gets controlled,” a well-known express. Successful security leaders create metrics and dashboards that can be customized to meet the needs of various organizational levels.

Executive Communications

Most of our stakeholders are highly preoccupied, therefore we need to periodically remind them of the fantastic work being done by the security team. This implies that we must put in place a strong marketing and communication plan.

Security Leadership with SANS MGT514 – Part01

This work is merely a reference to the original SANS MGT514 course, created only based on my understanding of the course. The primary objective of this entire series is to impart information with my own words and persuade people of the efficacy of SANS courses, which are created with numerous real-life examples and well-developed labs. Remember that certain portions were left ignored in order to avoid any copywriting concerns.

After receiving a cybersecurity program management assignment, it is crucial to comprehend the goals and create a plan to deliver the desired results while staying within the budget and resource constraints. There are many things that go wrong with our projects, but poor identification and analysis are the main ones. A well-crafted strategy roadmap gives us the tools we need to deliver projects on time, within budget, and in alignment with the goals, values, and vision of the organization.

This effort is only a preview of the original SANS MGT514 program, which includes several real-life examples and well-developed labs.

Remember that there are certain areas those have been left unaddressed in order to avoid any copywriting issues.

A strategy roadmap serves as a bridge between strategy and execution and helps us to map out the important results that must be attained within the predetermined time frame. A well-written strategy aids in creating a roadmap where objectives are placed appropriately and given a logical order of importance. We can also use it to plan the efforts necessary to achieve our goals, to allocate resources according to a schedule, and to monitor consistently to prevent drift.

In this section, we went in-depth to learn about the tools and techniques for planning to create a strategic roadmap. The following topics were covered one at a time.

Deliverable of Strategic Planning

This course trained participants to use multiple management tools to analyze business requirements, threats and priorities. Following deliverable are helpful in placing an actionable and effective security program with continuous improvement as business leaders more interested in something tangible.  

  • Understand business & security needs
  • Assess organization security posture maturity
  • Translate security efforts for business leaders
  • Establish multistage security plan
  • Build Business Security Case
  • Setup mastics for continuous improvement

Uncover security trails

Those who cannot remember the past are condemned to repeat it. George Santayana

Business leaders always remember past, a convincing plan should be free from errors encountered in past and align security activities with business goals.

Culture eats strategy for breakfast. Peter Drucker

As an extract of above quote; A winning culture centered around teamwork and delivery can achieve anything.

  • Organization’s History
  • Integration between projects and strategic objectives
  • Key services and assets

Identify and Manage Stakeholders

Although it may not be obvious at first, even a small group of omitted stakeholders can have a negative impact on your entire project and, ultimately, on the program. As a result, appropriate stakeholder management must be considered as early as possible in order to identify and manage stakeholders based on their needs and influence.

Book: The Leader’s Handbook: Making Things Happen, Getting Things Done

Porter’s Five Force Framework

By identifying the sources of power in an organization, Porter’s Five Forces is a powerful method for creating corporate strategy. You may assess whether an industry sector is desirable or will have a strategically sound niche by examining the internal and external pressures that exist within it. It functions as a sort of checklist that guides you through the process of identifying and taking into account five forces that affect the level of competition and, ultimately, how you can turn a profit.

  • Power of Customers
  • Substitute Products
  • Power of Suppliers
  • Threat of New Entrants
  • Competitive Rivalry

Book: Competitive Strategy: Techniques for Analyzing Industries and Competitors

Determine Threats

“If you know the enemy and know yourself you need not fear the results of a hundred battles. Sun Tzu

This section is divided into parts as “know yourself” and know the enemy.

know yourself

If something is treasures to your organization, it’s probably valuable to your adversary or attacker too.

This point talks about identifying several asset categories which ones can be the most beneficial to an organization and educates to relate their significance its objective and vision. Different assets may be the preferred target of attackers, depending on their goals and motivations.

  • Critical, Unique and irreplaceable information
  • Offer competitive and strategic advantages

know the enemy

Understanding the threats allows us to deploy a strong security program and helps us identifying what are the tactics and weakness of the attackers. As Sun Tzu points out, we can only hope to build a successful information security program if we understand both edges.

Enhance Your Visuals The Importance of Background

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Remove Backgrounds with These Simple Techniques

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