- The AI language mannequin by OpenAI says it has no information past its coaching information cutoff of September 2021
- ChatGPT mentioned it could profit from Web3 rewards with entry to “huge quantities of information.”
- Dr. Xinxin Fan says pulling real-time information, akin to climate, inventory costs, and breaking information, would revolutionize the AI language mannequin.
Combining AI language fashions with decentralized and real-time information is turning into more and more necessary in synthetic intelligence and blockchain know-how. Probably the most outstanding examples of that is ChatGPT, a complicated conversational AI system that has achieved state-of-the-art ends in pure language processing duties.
Whereas ChatGPT has already made vital waves within the tech world, the dialog round its potential continues to evolve. Particularly, there’s a rising curiosity in how Web3 can additional improve ChatGPT’s capabilities by offering entry to extra correct and reliable information sources by means of Web3 rewards.
In response to IoTeX Co-Founder and Head of Blockchain Analysis Dr. Xinxin Fan, cryptography, engineering, AI/ML, and cybersecurity skilled, The dearth of real-time information limits ChatGPT’s accuracy and consistency of the information it at present receives from numerous sources.
“Pulling real-time information from sensible units and blockchain applied sciences may incentivize communities to assemble reliable and correct info for ChatGPT in change for crypto, NFTs, and different Web3 rewards,” mentioned Fan. “Historically, IoT information is centralized and picked up for enterprise functions, which means ChatGPT couldn’t profit from it straight.”
ChatGPT confirmed it has no entry to real-time information. “As an AI language mannequin, I can’t entry real-time info and information past my coaching information cutoff of September 2021.”
Fan reiterated that blockchain and different superior Web3 applied sciences, akin to W3bstream, have the potential to incentivize communities to assemble extra dependable and correct real-time and real-world information for ChatGPT.
Web3 rewards Extra reliable information in change due to rew
W3bstream could be considered as a machine orchestration layer constructed on a blockchain that may manage and coordinate a set of machines to finish a selected job, enabling customers to assemble information from numerous sources, together with reliable sensible units linked to the web.
Utilizing W3bstream and different blockchain know-how for sensible units and sensors, W3bstream, and different IoTeX applied sciences, ChatGPT may enhance its information high quality and improve its machine studying fashions, main to higher responses to person queries.
ChatGPT mentioned, “Firstly, Web3 rewards may present it entry to an unlimited quantity of information in real-time. ChatGPT may use the information to repeatedly prepare and enhance its efficiency and customise the mannequin to particular person customers’ wants and preferences.”
And “secondly,” it added, “by offering customers with Web3 rewards in change for his or her information, ChatGPT may probably incentivize customers to supply extra high-quality and related information, which might enhance the standard and accuracy of the mannequin’s responses.”
ChatGPT’s additional issues
When requested what W3bstream may do for ChatGPT, the AI language mannequin agreed with Dr. Fan “real-time information capabilities can considerably enhance ChatGPT’s effectivity and accuracy.”
OpenAI’s utility mentioned, “at present makes use of a big data base and inference system to reply person questions based mostly on an enormous quantity of information collected from numerous sources. Nonetheless, the accuracy and consistency of the information are restricted by the standard of the information from a single supply of fact. Utilizing W3bstream to assemble information from a number of sources makes the information extra reliable and correct.”
“Furthermore, W3bstream may help ChatGPT entry information that’s not simply obtainable or onerous to entry. General, this may result in a extra highly effective conversational AI system educated with extra correct, constant, and reliable information sources,” it added.
“With nice energy comes even larger duty,” mentioned ChatGPT. “Web3’s trustless transparency and auditability by means of distributed ledgers are the proper resolution for addressing considerations round dangerous, faux, unbiased, or unfair content material generated by language fashions like ChatGPT. Decentralized computation networks may also facilitate the computational necessities for pre-training or fine-tuning these fashions.”
Revolutionizing AI
The mixing of ChatGPT and decentralized and open-source applied sciences has the potential to revolutionize AI by enabling the event of superior decentralized AI functions.
Dr. Fan shared an instance: “ChatGPT may use this superior know-how to get extra correct surroundings information for a sure geographic area. For instance, ChatGPT may use real-time climate information to supply extra correct, up-to-date info. Nonetheless, solely W3bstream at present makes that attainable in a reliable, safe, scalable, and privacy-preserving approach.”
ChatGPT’s language technology capabilities and W3bstream’s decentralized infrastructure can be utilized to construct safe and personal chatbots that may talk with sensible units and carry out duties akin to controlling sensible house home equipment and monitoring well being information which customers may also monetize through Web3.
Moreover, the decentralized nature of W3bstream permits for safe and personal information change between linked units, which can be utilized to coach large-scale AI fashions. This may result in the event of superior AI fashions that aren’t managed by a single entity and are much less vulnerable to information privateness considerations.
The facility to revolutionize
W3bstream’s deal with sensible units and ubiquitous computing may help to supply sooner and safer entry to information for Chatbots, as processing and analyzing information on the edge can cut back latency and enhance scalability.
The mixing of ChatGPT, sensible units, and sensor information know-how has the potential to revolutionize AI by creating superior decentralized AI functions and enabling safe and personal information change between linked units. The probabilities for this know-how are countless, however cautious consideration and accountable implementation might be essential to its success.
