AI April 25, 2023
New AI Tool Claims to Stop ChatGPT Taking Company Secrets
Tech entrepreneur Wayne Chang claims he has developed an AI tool, LLM Shield, that prevents chatbots and large language models (LLMs) like ChatGPT from taking company secrets. The use of AI tools has been increasing of late, raising concerns that companies could be vulnerable to data leaks and lawsuits.
According to a report by Cyberhaven, an estimated 2.3% of workers have put confidential company information into ChatGPT while 11% of data pasted into the chatbot is confidential.
As a result, many businesses including JP Morgan Chase & Co have reportedly blocked employee access to the tool.
Also read: Are Metaverse Offices Making a Comeback?
LLM Shield is designed to protect businesses and governments from uploading sensitive data to AI-powered tools like ChatGPT and Bard.
Chang told Fox Business that when OpenAI’s ChatGPT was released to the market in November, he saw how powerful it would be and that it came “with big, big risks.”
“Things are going to escalate pretty quickly – that’s both a positive and a negative,” he said.
“My focus here is that I want to make sure that we can positively steer AI in a positive direction and avoid the downside as much as possible.”
Technology to control technology
Released only last week, LLM Shield alerts organizations each time there is an attempt to upload sensitive information. According to Fox Business, administrators can set guardrails for what types of data the company wants to protect.
Any attempt to upload such information will prompt LLM Shield to alert users that they are about to send sensitive data, and obfuscate details so the content is useful but not readable to humans.
🚨 Companies and countries are BANNING LLMs left and right. 🚨
There are no tools solving this (“policies” don’t work).
Announcing @LLMShield – leak prevention technology that’s built for an AI-first world.
Do you *know* who’s copying and pasting your data? https://t.co/EtO5bHJow1
— wayne chang (@Wayne) April 20, 2023
LLM Shield is expected to continue getting smarter, just like the AI tools whose powers it is tasked with limiting. It also updates like spam filter, so as more bots hit the market, it will automatically update itself to strengthen protection.
According to Chang, there are plans to release a personal version for individuals to download for home use.
Data leaks worry companies
This year has seen a boom in the use of AI tools by businesses, and it’s likely we will look back on 2023 as the year when the AI revolution began in earnest.
However, the influx of these tools has also raised concerns that workers may willingly or accidentally leak sensitive information to AI-powered tools like ChatGPT.
The risk is already there. Samsung recently experienced a series of data leaks when its employees allegedly pasted a source code into new bots, which could potentially expose proprietary information.
Increasingly, employers are getting nervous about how their staff might use AI tools at work. Some businesses have already banned the use of ChatGPT at work, though employees still find their way around the restrictions.
In a leaked memo, Walmart has warned employees not to share confidential information with ChatGPT. The group said it previously blocked the chatbot due to “activity that presented risk to our company.”
Amazon has also warned its employees of the same challenge. Its corporate lawyer told employees the company had already seen instances of ChatGPT responses that were similar to internal Amazon data.
Sneaky employees
As in countries where ChatGPT is prohibited but still used – China and parts of Africa, for instance – employees have not been deterred from using the AI-powered tool in their organizations.
A Fishbowl survey released in February revealed that nearly 70% of employees are using ChatGPT at work without the knowledge of their bosses.
Cyberhaven CEO Howard Ting told Axios that employees always found ways to evade corporate network bans blocking access to chatbots.
He said some companies believed employees had no access to the chatbot before his firm told them otherwise.
“Users can use a proxy to get around a lot of those network based security tool,” he revealed.
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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