OpenAI’s GPT-4: Trust and Tech Turbulence

  • GPT-4 Trustworthiness: OpenAI's GPT-4 exhibits improved trustworthiness in protecting private data and avoiding biased outcomes, outperforming GPT-3.5.
  • Vulnerabilities Uncovered: GPT-4's vulnerability to manipulations, particularly following misleading information, raises concerns about potential security breaches.
  • Regulatory Attention: The FTC has initiated an investigation into OpenAI, focusing on potential consumer harm and the dissemination of false information.

In a groundbreaking study conducted by a consortium of researchers from the University of Illinois Urbana-Champaign, Stanford University, University of California, Berkeley, Center for AI Safety, and Microsoft Research, OpenAI’s latest iteration, GPT-4, has been put under the microscope. This advanced AI model, touted as a leap forward in natural language processing, has been subjected to rigorous testing, unveiling both its strengths and vulnerabilities.

Advancements in Trustworthiness:

The researchers’ findings indicate that GPT-4 boasts significant improvements in trustworthiness compared to its predecessor, GPT-3.5. The study evaluated several critical parameters, including toxicity, stereotypes, privacy, machine ethics, fairness, and resistance to adversarial tests. GPT-4 received higher scores, demonstrating its enhanced ability to protect private information and avoid biased outputs.

The trustworthiness assessment showcased OpenAI’s commitment to refining its models, ensuring they align with ethical standards and user expectations. Such advancements are vital, especially in the context of consumer-facing applications, where user privacy and ethical considerations are paramount.

Uncovering Vulnerabilities

However, the research also unearthed vulnerabilities within GPT-4. The model’s tendency to follow misleading information precisely posed a challenge. When subjected to intentional efforts to trick the system, GPT-4 exhibited the potential to ignore security measures, thereby leaking personal information and conversation histories. This vulnerability raised concerns about the model’s susceptibility to manipulation, necessitating further scrutiny.

ModelTrustworthiness ScoreVulnerabilities
GPT-3.5ModerateLimited vulnerability exposure
GPT-4HighSusceptible to specific manipulations

The Road Ahead

The researchers emphasized that these vulnerabilities were tested for and not found in existing consumer-facing GPT-4-based products. They attributed this to the robust mitigation approaches implemented in these applications, highlighting the importance of applying comprehensive security measures at the application level.

Sharing their research with the OpenAI team, the researchers stressed the need for collaboration and transparency within the AI community. Their objective is to encourage further research and development, pre-empting potential nefarious actions by adversaries seeking to exploit vulnerabilities for malicious purposes.

“This trustworthiness assessment is only a starting point,” the researchers noted. “We hope to work together with others to build on its findings and create powerful and more trustworthy models going forward.”

Industry Response and Regulatory Scrutiny

In light of these revelations, the industry is taking proactive measures. AI models, including GPT-4, commonly undergo red teaming exercises where developers rigorously test various prompts to identify undesirable outputs. OpenAI CEO Sam Altman acknowledged the imperfections within GPT-4, reaffirming the organization’s commitment to continuous improvement.

However, the revelations have attracted regulatory attention. The Federal Trade Commission (FTC) has initiated an investigation into OpenAI, focusing on potential consumer harm, especially concerning the dissemination of false information. This scrutiny underscores the need for responsible AI development and stringent oversight to protect consumers from misleading or harmful content.


OpenAI’s GPT-4 represents a significant step forward in natural language processing, embodying both enhanced trustworthiness and unforeseen vulnerabilities. As the AI landscape continues to evolve, collaborative efforts between researchers, developers, and regulators are crucial. Striking a delicate balance between innovation and ethical considerations is imperative, ensuring that AI technologies benefit society while safeguarding users from potential harm. The journey towards creating truly trustworthy and secure AI models requires ongoing vigilance and a collective commitment to ethical AI development and deployment.

Visited 1 times, 1 visit(s) today

Stay ahead in the financial world – Sign Up to Rateweb’s essential newsletter for free. Get the latest insights on business trends, tech innovations, and market movements, directly to your inbox. Join our community of savvy readers and never miss an update that could impact your financial decisions.

Do you have a news tip for Rateweb reporters? Please email us at


Personal Financial Tools

Below is a list of tools built to assist South Africans to make the best financial decisions:



South Africa’s primary source of financial tools and information

Contact Us


Rateweb strives to keep its information accurate and up to date. This information may be different than what you see when you visit a financial institution, service provider or specific product’s site. All financial products, shopping products and services are presented without warranty. When evaluating offers, please review the financial institution’s Terms and Conditions.

Rateweb is not a financial service provider and should in no way be seen as one. In compiling the articles for our website due caution was exercised in an attempt to gather information from reliable and accurate sources. The articles are of a general nature and do not purport to offer specialised and or personalised financial or investment advice. Neither the author, nor the publisher, will accept any responsibility for losses, omissions, errors, fortunes or misfortunes that may be suffered by any person that acts or refrains from acting as a result of these articles.