AI’s Fact or Fiction: A Guide to Trusting Chatbot Replies

Hey there,

Large language models have gained fame for their ability to fabricate content, but their struggle to distinguish fact from fiction raises concerns for businesses. Enter the Trustworthy Language Model, a creation by Cleanlab. This tool assigns a score to language model outputs, allowing users to discern reliable responses. Cleanlab hopes it will make large language models more appealing, addressing the hallucination issue. Chatbots, now integral to information retrieval, must grapple with the 3% error rate in inventing information

ROADMAP

• Today in AI World

• Trustworthy Language Model: A Solution for LLM Reliability

• Revolutionizing Medicine: Profluent’s AI-Generated Gene Editor Targets Incurable Diseases

• 5 AI Tools to Boost Your Productivity

NEWS

Current Happenings in AI World

Fresh Outlook: Meta has revealed that its intelligent eyewear now possesses multimodal AI capabilities, enabling users to translate written material and recognize items using the integrated camera.

Countdown Engaged: A legislative proposal that mandates the sale of TikTok by its parent company, ByteDance, or faces prohibition in the United States, is en route to President Biden’s desk following its approval by both the Senate and the House.

Elevated Valuation: Perplexity AI, an emergent search engine enterprise based in San Francisco, has successfully secured $63 million in funding, catapulting its valuation to $1 billion.

Precious Metal Venture: Block, the enterprise led by Jack Dorsey and previously known as Square, is strategizing to engineer a comprehensive Bitcoin mining system.

AI UPDATE

Trustworthy Language Model: A Solution for LLM Reliability

Large language models have gained fame for their remarkable ability to fabricate content—indeed, it’s their forte. However, their struggle to distinguish fact from fiction has left many businesses pondering the risks of using them.

Enter the Trustworthy Language Model, a novel creation by Cleanlab—an AI startup born from a quantum computing lab at MIT. This tool aims to provide high-stakes users with a clearer understanding of how reliable these models truly are. By assigning a score between 0 and 1 to any output generated by a large language model, it empowers people to discern which responses to embrace and which to discard. In essence, it acts as a BS-o-meter for chatbots.

Cleanlab envisions that this tool will enhance the appeal of large language models for businesses concerned about their propensity to invent content. As Cleanlab CEO Curtis Northcutt puts it, “People recognize that LLMs will revolutionize the world, but they’ve fixated on the hallucinations.”

Chatbots are rapidly becoming the go-to method for information retrieval on computers. Search engines are adapting to this technology, and office software—used by billions daily—now comes equipped with built-in chatbots. Yet, a study by Vectara (founded by former Google employees) revealed that chatbots fabricate information at least 3% of the time. While seemingly small, this margin for error is one most businesses cannot tolerate.

Cleanlab’s tool is already in use by several companies, including Berkeley Research Group—a UK-based consultancy specializing in corporate disputes and investigations. According to Steven Gawthorpe, associate director at Berkeley Research Group, the Trustworthy Language Model represents the first viable solution to the hallucination problem he has encountered.

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AI AT JOB

Revolutionizing Medicine: Profluent’s AI-Generated Gene Editor Targets Incurable Diseases

While AI-driven generative tools like ChatGPT are convenient for routine activities such as composing emails and crafting images, these technologies are also significantly contributing to the progression of profound scientific studies.

Profluent, a biotechnological enterprise that identifies as a pioneer in AI-led protein engineering, has recently introduced what it asserts to be the inaugural open-source gene editor developed through AI. The firm maintains that this innovation facilitates the precise modification of the human genome, employing tailor-made gene editors that are conceived from the ground up via AI.

This innovation empowers scientists to devise novel treatments for genetic ailments that have been hitherto incurable. Profluent has announced its intention to collaborate with scientific researchers and pharmaceutical developers to achieve precisely this objective.

Furthermore, the firm has declared that this technology is open-source and is readily accessible for licensing, supporting both ethical scientific inquiry and commercial applications.

AI MEETS PRODUCTIVITY

5 AI Tools to Boost Your Productivity

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Fireflies AI: Record, condense, and explore your meeting transcripts and vocal exchanges.

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