AI May 16, 2023
OpenAI Prepares to Release New Open-Source AI Model
ChatGPT maker OpenAI is getting ready to release a new open-source language model to the public, as pressure mounts from other open source AI models. The news was reported by The Information on Monday, citing sources with knowledge of the development.
The latest news also comes weeks after a leaked document from a senior engineer at Google acknowledged the progress made by open-source AI tools and the direct threat posed to Google and OpenAI. The document cited websites filled with open-source visual art generation models.
Also read: Twitter’s New Direct Message Encryption Raises Criticism
By contrast, ChatGPT and Google’s Bard chatbots do not share make their underlying models available to the public.
“While our models still hold a slight edge in terms of quality, the gap is closing astonishingly quickly,” wrote the Google engineer.
Model won’t compete with ChatGPT
OpenAI’s ChatGPT, which went viral immediately after release last November, has gained widespread attention in Silicon Valley as investors see generative AI as the next big growth area for tech companies.
But it does not end in Silicon Valley. Tech giants from across the world are rolling their sleeves up as they seek to tap into the generative AI industry, with many others coming up with rival products.
In China where ChatGPT is not available officially, the chatbot has also gone viral, accessible via VPNs. Search giant Baidu, meanwhile, has introduced that country’s first ChatGPT alternative known as Ernie Bot.
Beginning this year, Microsoft Corp announced a multi-billion dollar investment in OpenAI, deepening ties with the startup and setting the stage for more competition with rival Alphabet Inc’s Google.
We applied GPT-4 to interpretability — automatically proposing explanations for GPT-2's 300k neurons — and found neurons responding to concepts like similes, “things done correctly,” or expressions of certainty. We aim to use Al to help us understand Al: https://t.co/mUsGOg6T69 pic.twitter.com/knCUxnL5CY
— OpenAI (@OpenAI) May 9, 2023
Google quickly announced its own Bard chatbot after OpenAI’s generative AI gained significant momentum with ChatGPT, which triggered a race among the tech companies.
Not to be left behind, Meta Platforms Inc is also now rushing to join competitors Microsoft and Google in releasing generative AI products capable of creating human-like writing, art and other content. These models were transformed into open-source software, leading to the development of free alternatives to ChatGPT and other proprietary AI software.
According to The Information’s report, OpenAI is likely to release a model that is competitive with GPT.
While the specifics of the upcoming open source AI model remain undisclosed, it is not expected to directly compete with the flagship ChatGPT. Instead, it is expected to contribute to the growing ecosystem of open-source AI.
Open-source community booming
Writing for Business Today, Danny D’Cruze says the rapid growth and advancement of free AI models has brought them to a level of performance comparable with proprietary models from Google and OpenAI. Consequently, many software developers are expected to choose open-source alternatives.
Additionally, the availability of free alternatives empowers developers and researchers worldwide, democratizing access to cutting-edge technology and driving further advancements in the field.
The Google senior engineer’s leaked letter also emphasizes the rise in open-source AI models and argues the community has made significant progress in solving major NLP problems at a faster rate than large tech companies.
The letter also suggests that Google and OpenAI should pay more attention to work being done by the open-source community and prioritize enabling third-party integrations.
While Google and OpenAI may still hold a slight edge in terms of language model quality, the gap is closing rapidly, and open-source models are becoming increasingly capable, customizable and privacy-focused.
“The uncomfortable truth is, we aren’t positioned to win this arms race and neither is OpenAI. While we’ve been squabbling, a third faction has been quietly eating our lunch,” the engineer wrote.
The engineer added that the “third faction” posing a competitive threat to Google and OpenAI was the open-source community.
Open-source tech developers are not proprietorial and release their work for anyone to use, improve or adapt as they see fit.
Historical examples of open-source work include the Linux operating system and Microsoft Office alternative LibreOffice.
AI
Judge Orders All AI-Generated Research To Be Declared in Court
A Texas federal judge has ordered that AI-generated content should not be used to make arguments in court, and that such information must be declared and verified by a human.
Judge Brantley Starr’s ruling comes after one attorney, Steven Schwartz, last week allowed OpenAI’s ChatGPT to “supplement” his legal research by providing him with six cases and relevant precedent. All the cases were untrue and completely “hallucinated” by the chatbot.
Also read: ChatGPT’s Bogus Citations Land US Lawyer in Hot Water
The debacle received wide coverage, leaving Schwartz with “regrets.” Other lawyers who may have been contemplating trying the stunt now have to think twice, as Judge Starr has put an end to it.
Judge Starr also added a requirement that any attorney who appears in his courtroom declare that “no portion of the filing was drafted by generative artificial intelligence,” or if it was, that it was checked “by a human being.”
Judge Starr lays down the law
The eminent judge has set specific rules for his courtroom, just like other judges, and recently added the Mandatory Certification Regarding Generative Artificial Intelligence.
This states that: “All attorneys appearing before the Court must file on the docket a certificate attesting either that no portion of the filing was drafted by generative artificial intelligence (such as ChatGPT, Harvey.AI, or Google Bard) or that any language drafted by generative artificial intelligence was checked for accuracy, using print reporters or traditional legal databases, by a human being.”
A form for lawyers to sign is appended, noting that “quotations, citations, paraphrased assertions and legal analysis are all covered by this proscription.”
According to a report by TechCrunch, summary is one of AI’s strong suits and finding and summarizing precedent or previous cases is something advertised as potentially helpful in legal work. As such, this ruling may be a major spanner in the works for AI.
The certification requirement includes a pretty well-informed and convincing explanation of its necessity.
It states that: “These platforms are incredibly powerful and have many uses in the law: form divorces, discovery requests, suggested errors in documents, anticipated questions at oral argument.
“But legal briefing is not one of them. Here’s why.
“These platforms in their current states are prone to hallucinations and bias,” reads part of the certification.
It further explains that on hallucinations, AI is prone to simply making stuff up – even quotes and citations. While another issue relates to reliability or bias.
Chatbots don’t swear an oath
The certification further notes that although attorneys swear an oath to set aside their personal prejudices, biases, and beliefs to faithfully uphold the law and represent their clients, generative AI is the programming devised by humans who did not have to swear such an oath.
In the case of Schwartz, he said in an affidavit that he was “unaware of the possibility that its (ChatGPT) content could be false.”
He added that he “greatly regrets” using the generative AI and will only “supplement” its use with absolute caution and validation in future, further claiming he had never used ChatGPT prior to this case.
The other side of ChatGPT
Launched last November, ChatGPT is a large language model developed by OpenAI. The AI-powered chatbot is trained on billions of data sets from the internet and can perform a variety of tasks such as generating text and translating languages.
Despite going viral and provoking a fierce AI race, ChatGPT has its downsides – it can hallucinate and has misled Schwartz, who was representing Roberto Mata in a lawsuit against Colombian airline Avianca. Effectively, the chatbot provided citations to cases that did not exist.
Yet when Schwartz asked ChatGPT if one of the supposed cases was a real case, it responded “yes, (it) is a real case.” When asked for sources, the chatbot told Schwartz the case could be found “on legal research database such as Westlaw and LexisNexis.”
A lawyer used ChatGPT to do "legal research" and cited a number of nonexistent cases in a filing, and is now in a lot of trouble with the judge 🤣 pic.twitter.com/AJSE7Ts7W7
— Daniel Feldman (@d_feldman) May 27, 2023
The matter came to light after the opposing counsel flagged the ChatGPT-generated citations as fake.
US District Court Judge Kevin Castel confirmed six of them as non-existent and demanded an explanation from Schwartz.
“Six of the submitted cases appear to be bogus judicial decisions with bogus quotes and bogus internal citations,” wrote Judge Castel in a May 4 order.
AI
Nvidia Debuts AI Tools in an Era Where “Anyone Can Be a Programmer”
The world’s most valuable chip maker Nvidia has unveiled a new batch of AI-centric products, as the company rides on the generative AI wave where anyone can be a programmer.
Nvidia announced a new supercomputer and a networking system, while the company also aims to make video game characters more realistic.
The wide range of products include robotics design, gaming capabilities, advertising services, and networking technology, which CEO Jensen Huang unveiled during a two-hour presentation in Taiwan on Monday.
Also read: Google Claims its AI Computer Outperforms Nvidia’s A100 Chip
Most notable of the new products is the AI supercomputer platform named DGX GH200 that will help tech companies create successors to OpenAI’s ChatGPT.
According to the company, the new DGX GH200 supercomputers combine 256 GH200 superchips that can act as a single graphics processing unit (GPU). The result is a system that boasts nearly 500 times the memory of a single Nvidia’s DGX A100 system.
“Generative AI, large language models, and recommender systems are the digital engines of modern economy,” said Huang.
“DGX GH200 AI supercomputers integrate Nvidia’s most advanced accelerated computing and networking technologies to expand the frontier of AI.”
So far, Microsoft Corp., Meta Platforms Inc., and Alphabet’s Google are expected to be among the first users, according to Nvidia.
The DGX GH200 supercomputers are expected to be available by the end of 2023.
The GH200 superchips which power the new supercomputer work by combining Nvidia’s Arm-based Grace GPU and an Nvidia H100 Tensor Core GPU in a single package.
The chipmaker also revealed that it’s building its own supercomputer running four DGX 200 systems at the same time to power its own research.
Nvidia also released its ACE generative AI model for video games, enabling gaming companies to use generative AI for large games with multiple non-player characters, giving them unique lines of dialogue and ways to interact with players that would normally need to be individually programmed.
Easy ad content
Alongside the hardware announcement, the company said it has partnered with advertising giant WPP to create a content engine that uses its Omniverse technology and generative AI capabilities to help build out ad content.
The move is intended to cut down the time and cost of producing ads by enabling WPP’s clients to lean on Nvidia’s technology.
Electronics manufacturers such as Foxconn, Pegatron, and Wistron are using Omniverse technology to create digital twins of their factory floors, so they can get a sense of how best to lay them out before making any physical changes.
A new computing era
Presenting at the forum, Huang acknowledged that advancements in AI are ushering in a new era in computing. He says anyone can be a programmer simply by speaking to the computer.
According to the Nvidia boss, gone are the days when programmers would write lines of code, only for it to display the “fail to compile” response because of a missing semicolon.
“This computer doesn’t care how you program it, it will try to understand what you mean, because it has this incredible large language model capability. And so the programming barrier is incredibly low,” said Huang.
“We have closed the digital divide. Everyone is a programmer. Now, you just have to say something to the computer,” he added.
Huang said his company has managed to bridge the digital gap, and the tech giant will continue to capitalize on the AI frenzy that has made Nvidia one of the world’s most valuable chipmakers.
Nvidia’s stock price is rising
Nvidia’s major announcements came as shares of the tech giant jumped last week on news that the company anticipated second quarter revenue above Wall Street’s expectations, based on the strength of its data center business.
The company hit the $1 trillion market cap just before the US markets opened on Tuesday. Its shares are trading at $407 in the pre-market, nearly 5% up from Monday.
Nvidia’s shares were up more than 165% year-to-date as of Friday afternoon, with the S&P 500 (^GSPC) just 9.5% higher in the same frame.
Rival chip maker AMD has experienced a similar boost in share price, rising 93%. However, Intel (INTC) is lagging behind with shares up just 8%.
According to Yahoo Finance tech editor Daniel Howley, while analysts see Nividia well ahead of its chip rivals in the AI processing space, how long that continues to be the case is anyone’s guess.
AI
ChatGPT’s Bogus Citations Land US Lawyer in Hot Water
A lawyer in the United States is facing disciplinary action after his law firm used popular AI chatbot ChatGPT for legal research and cited fake cases in a lawsuit.
Steven A. Schwartz, who is representing Roberto Mata in a lawsuit against Colombian airline Avianca, admitted to using OpenAI’s ChatGPT for research purposes, and that the AI model provided him with citations to cases that did not exist.
Mata is suing Avianca for a personal injury caused by a serving cart in 2019, claiming negligence by an employee.
Also read: Opera Unveils GPT-Powered AI Chatbot Aria
Bogus all the way
According to a BBC report, the matter came to light after Schwartz, a lawyer with 30 years experience, used these cases as precedent to support Mata’s case.
But the opposing counsel flagged the ChatGPT-generated citations as fake. US District Court Judge Kevin Castel confirmed six of them as non-existent. He demanded an explanation from Schwartz, an attorney with New York-based law company Levidow, Levidow & Oberman.
“Six of the submitted cases appear to be bogus judicial decisions with bogus quotes and bogus internal citations,” Judge Castel wrote in a May 4 order.
“The court is presented with an unprecedented circumstance.”
The supposed cases include: Varghese v. China South Airlines, Martinez v. Delta Airlines, Shaboon v. EgyptAir, Petersen v. Iran Air, Miller v. United Airlines, and Estate of Durden v. KLM Royal Dutch Airlines, none of which did not appear to exist to either the judge or defense.
Lawyer claims ignorance
ChatGPT is a large language model developed by OpenAI. Launched in November, the AI is trained on billions of data from the Internet and can perform a variety of tasks like generate text, translate languages, and even write poetry, and solve difficult math problems.
But ChatGPT is prone to “hallucinations” – tech industry speak for when AI chatbots produce false or misleading information, often with confidence.
In an affidavit last week, Schwartz said he was “unaware of the possibility that its [ChatGPT] content could be false.” He also said that he “greatly regrets” using the generative AI and will only “supplement” its use with absolute caution and validation in future.
Schwartz claimed to have never used ChatGPT prior to this case. He said he “greatly regrets having utilized generative artificial intelligence to supplement the legal research performed herein and will never do so in the future without absolute verification of its authenticity.”
A lawyer used ChatGPT to do "legal research" and cited a number of nonexistent cases in a filing, and is now in a lot of trouble with the judge 🤣 pic.twitter.com/AJSE7Ts7W7
— Daniel Feldman (@d_feldman) May 27, 2023
The career attorney now faces a court hearing on June 8 after accepting responsibility for not confirming the authenticity of the ChatGPT sources. Schwartz was asked to show cause why he shouldn’t be sanctioned “for the use of a false and fraudulent notarization.”
ChatGPT’s confident lies
According to the BBC report, Schwartz’s affidavit contained screenshots of the attorney that confirmed his chats with ChatGPT.
Schwartz asked the chatbot, “is varghese a real case?”, to which ChatGPT responded “yes, [it] is a real case.” When asked for sources, it told the attorney that the case could be found “on legal research databases such as Westlaw and LexisNexis”.
Again, the attorney asked: “Are the other cases you provided fake?” ChatGPT responded “No”, adding that the cases could be found on other legal databases. “I apologize for the confusion earlier,” ChatGPT said.
“Upon double-checking, I found the case Varghese v. China Southern Airlines Co. Ltd., 925 F.3d 1339 (11th Cir. 2019), does indeed exist and can be found on legal research databases such as Westlaw and LexisNexis. I apologize for any inconvenience or confusion my earlier responses may have caused,” the chatbot replied with confidence.
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