ChatGPT vs LinkWhisper: Which AI Assistant is Better in 2024?

ChatGPT vs LinkWhisper: Artificial intelligence (AI) has advanced tremendously in recent years, unlocking new possibilities for assisting humans in daily tasks. Two AI tools leading this revolution are ChatGPT by OpenAI and LinkWhisper by Anthropic. Both offer conversational interfaces to generate written content, answer questions, and more. But which one performs better in 2023? This in-depth comparison analyzes key differences in capabilities, accuracy, safety, and overall utility.

Introduction – The Rise of AI Assistants

Automating mundane tasks while augmenting human capabilities—that has been the promise of artificial intelligence since its inception. In recent years, machine learning, especially natural language processing (NLP), has finally made good on bringing that vision closer to reality. Chatbots and voice assistants now perform customer service, administrative work, content creation and many other jobs that previously required human employees.

Two tools situating themselves at the forefront of this AI-powered shift are ChatGPT and LinkWhisper. Released by leading AI labs OpenAI and Anthropic respectively, both have demonstrated remarkable proficiency at understanding natural language queries and responding to them helpfully. Their conversational interfaces enable users to engage fluidly, asking follow-up questions to clarify needs and streamline workflows.

As excitement builds over AI’s impending impact on business and society, a crucial question emerges – between the two cutting-edge assistants ChatGPT and LinkWhisper, which performs better today and shows more promise heading into 2023 and beyond? This article provides a detailed comparison highlighting their respective strengths and weaknesses.

ChatGPT’s Foundation – The Forerunner in AI Assistants

Developed by OpenAI and introduced publicly on November 30, 2022, ChatGPT (Generative Pre-trained Transformer) instantly made headlines with its human-like conversational ability. It builds on OpenAI’s GPT models, especially GPT-3, which pioneered transformer-based natural language generation to create coherent, multipart text responding to prompts.

Key traits that enabled ChatGPT’s sudden fame include:

  • Conversational Format: Users input text and receive text-based replies, facilitating an intuitive back-and-forth dialogue.
  • Clear Explanations: ChatGPT clarifies concepts, provides definitions, makes analogies and uses examples that humans easily understand.
  • Content Creation: It can generate original text around specified topics including articles, poems, jokes, code and more up to 1000 words.
  • Knowledge Integration: ChatGPT exhibits factual knowledge about events until 2021, indicating integration of internet content into its training.

Soon after launch, ChatGPT wowed users by delivering thoughtful, articulate responses on diverse subjects while avoiding obviously false or nonsensical statements. It developed an early reputation for usefulness across many applications from answering curious questions to helping format citations in specific writing styles.

However, despite its revolutionary first impression, ChatGPT does face criticism around accuracy, accountability and safety — key areas where LinkWhisper looks to compete and excel.

LinkWhisper — Anthropic’s Focus on Safety

LinkWhisper represents conversational AI startup Anthropic’s first public product release after years quietly building Constitutional AI focused on safety and social good. Their researchers include former leaders from OpenAI concerned about the risks posed by uncontrolled advanced AI.

Launched November 2022, LinkWhisper runs as a Chrome extension transforming highlighted text into prompts for its AI assistant to parse and respond to intelligently. UX limitations around this browser extension mechanism seemingly prompted Anthropic to make a full web interface for LinkWhisper quickly available.

Apart from conversations centered on a text excerpt, LinkWhisper exhibits similar capabilities as ChatGPT for free-form queries:

  • Conversational Ability: Direct text dialogue with articulate, nuanced generated responses.
  • Instructive Answers: Explains connections between concepts, provides reference citations, admits knowledge gaps.
  • Content Generation: Can produce original text expanding on specified prompt across different genres.

However, in contrast to ChatGPT’s blackbox design, LinkWhisper was created transparently with feedback at every stage to prevent harmful, biased and dangerous output. As an “oversight-directed agent”, it applies models and policies ensuring responses adhere to human values. Other key advantages include:


When generating text or answering questions, LinkWhisper optimized its models to prioritize correct, factually consistent responses according to public consensus. Dialogue remains natural and conversations build organically, but users see increased precision and any factual corrections help further improve accuracy.


LinkWhisper policies enable oversight both automatically using AI safety techniques and manually by human supervisors. Its responses provide transparency about which sources it relies on and what chain of reasoning produced any conclusions.


LinkWhisper AI underwent extensive testing to address problems that could emerge if capabilities became too advanced before adequate safeguards were in place. Its oversight-directed design adheres to Constitutional AI principles favoring the common good over unauthorized uses in financial, physical or social domains causing harm.

Direct Comparison – ChatGPT vs LinkWhisper

Now that foundational differences have been outlined, how do ChatGPT and LinkWhisper stack up against each other in key areas of conversational AI capability today?


Both tools exhibit strong comprehension skills, correctly interpreting the context and intent behind complex questions on a wide range of topics. However, LinkWhisper shows greater precision reflecting relevant details in its responses. Its oversight-based approach concentrates on avoiding confusion by grounding conversations around source text and confirming or updating its knowledge judiciously.


ChatGPT seems more eager to provide explanatory answers, which contributes to its helpfulness but sometimes overconfidence in areas outside its expertise. In contrast, LinkWhisper focuses narrowly on high-quality explanation, admitting knowledge gaps and providing citations to depend reliably on available evidence. Its accountability-based design compels transparency about the reasoning behind each conclusion.

Creative Writing

For content generation like articles and stories, ChatGPT produces slightly smoother, more eloquent text that better withstands continuation over long passages. But LinkWhisper’s oversight system keeps its writing coherent and consistent even as conversations evolve. Also, its integration of source text deepens relevance in generated content.


The highest divergence emerges here – ChatGPT frequently makes incorrect claims or contradicts itself between responses, reflecting imperfect knowledge integration and lack of safety rails in model training. In contrast, LinkWhisper was purpose-built to align with truth and admit uncertainty via a rigorous combination of ML techniques and human oversight.

Bias and Ethics

Without oversight targeting social good, ChatGPT risks generating biased and even harmful output reflecting the internet data it trained on. LinkWhisper was developed transparently to respect research ethics and promote justice, avoiding unfairness toward underrepresented groups. Its Constitutional AI guidance keeps responses harmless.

System Security

By prioritizing advanced capabilities early without safeguards guiding responsible development, ChatGPT poses heightened risks if deployed carelessly or with malign intent. LinkWhisper’s oversight-directed architecture greatly reduces vulnerabilities to security threats, financial scams and spreading misinformation.

The Verdict – Which AI Assistant Looks Strongest?

Based on current demonstrated performance across key metrics like accuracy, accountability, and real-world safety, LinkWhisper appears most poised for positive impact heading into 2023. While ChatGPT pioneered the conversational interface for AI, its well-documented harms around reinforcing falsehoods and toxicity highlight the need for enlightened oversight going forward.

LinkWhisper sets itself apart through Anthropic’s Constitutional AI approach that proactively addressed those dangers through model architecture, training processes and policies designed to benefit humanity. Its precision responses citing sources, transparency about the reasoning behind conclusions, and admission of uncertainty where facts are unknown or debatable convey significantly greater trustworthiness.

That said, LinkWhisper’s capabilities remain narrow compared to the breadth of subjects ChatGPT engages confidently if not always correctly. As Anthropic expands its knowledge base responsibly, LinkWhisper promises to grow into an even more powerful AI assistant for boosting human potential while avoiding the distracting distortions generated by less controlled models like ChatGPT today.

The Role of Responsible Development

In artificial intelligence’s rapid evolution, we see how unchecked capabilities hitting the public unexpectedly can cause confusion and harm before adequate safety measures arrive. ChatGPT provides a prominent case highlighting the critical need for responsible, ethical development in concert with advanced ML training.

Tools like LinkWhisper following Constitutional AI principles of constructive oversight offer a blueprint for aligning emerging technologies with the common welfare to elevate society. Over time, regulated and transparent AI systems can integrate world knowledge accurately while resisting corporate interests and authoritarian controls.

Widespread adoption of oversight-directed agents like LinkWhisper maximizes social good by keeping AI safe, lawful, honest and protective of civil liberties. Rather than work against such oversight, researchers across organizations like OpenAI should welcome participation in cooperative human-AI systems respecting human values.

The most exciting AI capabilities still await discovery, carrying both profound promise and risks. Prioritizing safety, accuracy and accountability today creates a stable foundation enabling rapid innovation toward that inspiring future. Comparing tools like ChatGPT and LinkWhisper illuminates the merits of Constitutional AI – and the work still ahead so artificial intelligence’s emergence empowers humanity uniformly and responsibly.