Thursday, November 23, 2023

I can see where this might grab the Board’s attention.

https://www.reuters.com/technology/sam-altmans-ouster-openai-was-precipitated-by-letter-board-about-ai-breakthrough-2023-11-22/

OpenAI researchers warned board of AI breakthrough ahead of CEO ouster, sources say

Ahead of OpenAI CEO Sam Altman’s four days in exile, several staff researchers wrote a letter to the board of directors warning of a powerful artificial intelligence discovery that they said could threaten humanity, two people familiar with the matter told Reuters.





Automating law.

https://www.lawgazette.co.uk/commentary-and-opinion/ai-risks-and-rewards/5117968.article

AI risks and rewards

In a recent paper, a number of academics who specialise in lawtech from the UK, the US, Canada, Australia and Singapore jointly warned of the dangers to the rule of law posed by the use of artificial intelligence by the courts, tribunals and judiciary.

We conclude that the introduction of new technology needs to be controlled by the judiciary, to maintain public confidence in the legal system and rule of law. There is clear scope for the judiciary to use emerging technology to support their decision making and to create efficiency savings, which in turn can promote access to justice. Claims that algorithmic decision-making is ‘better’ in terms of reduced bias and increased transparency risks erosion of the principle that legal decisions should be made by humans.

Our paper breaks down the trial process into a number of parts: litigation advice, trial preparation, judicial guidance, pretrial negotiations, digital courts/tribunals and judicial algorithms. It explains the core technology and explains how the main risks are around the provision of a validated and accurate dataset, transparency and bias.

The paper can be downloaded here.





Perspective.

https://searchengineland.com/ai-content-creation-beginners-guide-434932

AI content creation: A beginner’s guide

In a world where even your toaster wants to discuss AI over breakfast, SEO professionals are currently mastering how to integrate it into their strategies – especially their content strategies.

For those who are still trying to grasp the concept of how AI and SEO can work synergistically for content, this article is for you. I’ll discuss:





Resources. (I suggest the Steven Wolfram book.)

https://www.kdnuggets.com/a-comprehensive-list-of-resources-to-master-large-language-models

A Comprehensive List of Resources to Master Large Language Models

Large Language Models (LLMs) have now become an integral part of various applications. This article provides an extensive list of resources for anyone interested to dive into the world of LLMs.



Wednesday, November 22, 2023

Which US political party has the best AI techies?

https://www.japantimes.co.jp/news/2023/11/22/world/politics/ai-javier-milei-argentina-presidency/

How AI shaped Milei's path to Argentina presidency

In the final weeks of campaigning, Argentine President-elect Javier Milei published a fabricated image depicting his Peronist rival Sergio Massa as an old-fashioned communist in military garb, his hand raised aloft in salute.

The apparently AI-generated image drew some 3 million views when Milei posted it on a social media account, highlighting how the rival campaign teams used artificial intelligence technology to catch voters' attention in a bid to sway the race.

The use of increasingly accessible AI tech in political campaigning is a global trend, tech and rights specialists say, raising concerns about the potential implications for important upcoming elections in countries including the United States, Indonesia, and India next year.

A slew of new "generative AI" tools such as Midjourney are making it cheap and easy to create fabricated pictures and videos.





Perspective.

https://scitechdaily.com/the-limits-of-ai-why-chatgpt-isnt-truly-intelligent/

The Limits of AI: Why ChatGPT Isn’t Truly “Intelligent”

The intent of Chemero’s paper is to stress that the LLMs are not intelligent in the way humans are intelligent because humans are embodied: Living beings who are always surrounded by other humans and material and cultural environments.

This makes us care about our own survival and the world we live in,” he says, noting that LLMs aren’t really in the world and don’t care about anything.

Reference: “LLMs differ from human cognition because they are not embodied” by Anthony Chemero, 20 November 2023, Nature Human Behaviour. DOI: 10.1038/s41562-023-01723-5





Perspective.

https://www.pewresearch.org/short-reads/2023/11/21/what-the-data-says-about-americans-views-of-artificial-intelligence/

What the data says about Americans’ views of artificial intelligence

Pew Research Center surveys show that Americans are increasingly cautious about the growing role of AI in their lives generally. Today, 52% of Americans are more concerned than excited about AI in daily life, compared with just 10% who say they are more excited than concerned; 36% feel a mix of excitement and concern.





Probably not everything, but a start. (And something to hang on the wall?)

https://www.visualcapitalist.com/sp/9-problems-with-generative-ai-in-one-chart/

9 Problems with Generative AI, in One Chart

In the rapidly evolving landscape of artificial intelligence, generative AI tools are demonstrating incredible potential. However, their potential for harm is also becoming more and more apparent.

Together with our partner VERSES, we have visualized some concerns regarding generative AI tools using data from a variety of different sources.





Resources.

https://www.makeuseof.com/best-ethical-hacking-courses/

The Best Online Ethical Hacking Courses for Beginners



Monday, November 20, 2023

Interested in AI Lawyering?

https://www.bespacific.com/genai-for-law-cases-and-policies/

GenAI for Law – Cases and Policies

On this episode of law.MIT.edu’s IdeaFlow, we’ll explore and discuss two examples of how generative AI can be applied to legal use cases, namely: judicial caselaw research and handling privacy policies.





Maybe we can sell it as a ‘Right to Choose?’

https://www.cpomagazine.com/data-protection/the-power-of-preference-in-the-wake-of-privacy-regulations/

The Power of Preference in the Wake of Privacy Regulations

In the ever-evolving privacy landscape, the average individual is becoming increasingly concerned with the security of their personal data. To prevent the mishandling of sensitive information, new regulations addressing data privacy are cropping up all over the globe.

One recent example of this is the updates to Quebec’s Act to Modernize Legislative Provisions Respecting the Protection of Personal Information, more commonly known as “Law 25.” First introduced in September 2022, Law 25 initially tasked businesses with implementing a handful of data security measures, including (but not limited to) designating a staff member in charge of protecting personal information and taking reasonable measures to protect the victims of confidentiality incidents.

As of September 2023, more robust guidelines have been introduced under Law 25. Private businesses operating in Quebec must now:

  • Develop a policy on practices that regulates the business governance on the protection of personal information.

  • Obtain an individual’s free and informed consent to collect, communicate, and use their personal information and comply with these new consent rules.

  • Respect individuals’ rights to de-indexation and cessation of dissemination – meaning individuals can revoke a company’s right to collect, index, and share their data at any time.

  • Conduct a privacy impact assessment before disclosing personal information outside of Quebec.

To summarize, respecting consumer preferences and increasing transparency surrounding the collection and use of their personal data is now codified by Quebecois law, and private businesses must take note.





Perspective.

https://stratechery.com/2023/openais-misalignment-and-microsofts-gain/

OpenAI’s Misalignment and Microsoft’s Gain

I have, as you might expect, authored several versions of this Article, both in my head and on the page, as the most extraordinary weekend of my career has unfolded. To briefly summarize:

  • On Friday, then-CEO Sam Altman was fired from OpenAI by the board that governs the non-profit; then-President Greg Brockman was removed from the board and subsequently resigned.

  • Over the weekend rumors surged that Altman was negotiating his return, only for OpenAI to hire former Twitch CEO Emmett Shear as CEO.

  • Finally, late Sunday night, Satya Nadella announced via tweet that Altman and Brockman, “together with colleagues”, would be joining Microsoft.

This is, quite obviously, a phenomenal outcome for Microsoft. The company already has a perpetual license to all OpenAI IP (short of artificial general intelligence ), including source code and model weights; the question was whether it would have the talent to exploit that IP if OpenAI suffered the sort of talent drain that was threatened upon Altman and Brockman’s removal. Indeed they will, as a good portion of that talent seems likely to flow to Microsoft; you can make the case that Microsoft just acquired OpenAI for $0 and zero risk of an antitrust lawsuit.

Microsoft’s gain, meanwhile, is OpenAI’s loss, which is dependent on the Redmond-based company for both money and compute: the work its employees will do on AI will either be Microsoft’s by virtue of that perpetual license, or Microsoft’s directly because said employees joined Altman’s team. OpenAI’s trump card is ChatGPT, which is well on its way to achieving the holy grail of tech — an at-scale consumer platform — but if the reporting this weekend is to be believed, OpenAI’s board may have already had second thoughts about the incentives ChapGPT placed on the company (more on this below).

The biggest loss of all, though, is a necessary one: the myth that anything but a for-profit corporation is the right way to organize a company.





Resource.

https://www.bespacific.com/amazon-announces-ai-ready/

Amazon announces “AI Ready”

Amazon announces “AI Ready,” a new commitment designed to provide free AI skills training to 2 million people globally by 2025. To achieve this goal, we’re launching new initiatives for adults and young learners, and scaling our existing free AI training programs—removing cost as a barrier to accessing these critical skills. Hiring AI-skilled talent is a priority among 73% of employers—but three out of four who consider it a priority can’t find the AI talent they need. The three new initiatives are:

    • Eight new and free AI and generative AI courses

    • Amazon Web Services (AWS) Generative AI Scholarship, providing more than 50,000 high school and university students globally with access to a new generative AI course on Udacity

    • New collaboration with Code.org designed to help students learn about generative AI



Sunday, November 19, 2023

Is this inevitable? When (not if) one sides starts using AI can the other side fail to retaliate?

https://tech.hindustantimes.com/tech/news/in-a-first-in-argentina-candidates-roll-out-ai-powered-deepfakes-political-campaigns-5-things-to-know-71700209821620.html

In a first in Argentina, candidates roll out AI-powered deepfakes, political campaigns: 5 things to know

1. According to a report by the New York Times, the ongoing electoral campaigns in Argentina are witnessing both the main presidential candidates, Javier Milei of the Liberty Advances party, and Sergio Massa of the Union for the Homeland, using AI to build themselves up, while simultaneously putting the opposition down. To garner public attention, both candidates are using AI-created posters which can be seen on the streets of Buenos Aires.

2. One of the posters depicts Mr. Massa adorned with medals pointing to the sky while surrounded by older people looking up at him in hope. The other candidate, Mr. Milei, responded to it by depicting himself as a cartoon lion, while also putting out an AI-created image of Massa as a communist leader in a post.

3. In another use of AI, Mr. Massa’s team has created deepfakes with his face being put on famous scenes from films like Clockwork Orange and Fear and Loathing in Las Vegas which show the lead character as somewhat unhinged.

4. Talking about the potential of AI, Mr. Massa told the New York Times, “I didn’t have my mind prepared for the world that I’m going to live in. It’s a huge challenge. We’re on a horse that we have to ride but we still don’t know its tricks.”

5. Mr. Massa was also shown a deepfake that was created by his campaign which had Mr. Millei talking about how the human organ market would function. In response, Mr. Massa said, “I don’t agree with that use”. A spokesperson for him later clarified that such posts were clearly labeled AI-generated and are only for putting down political points, and entertainment.



(Related) Imagine this tool used by individuals rather than a formal campaign. Asynchronous politics?

https://arstechnica.com/information-technology/2023/11/from-toy-to-tool-dall-e-3-is-a-wake-up-call-for-visual-artists-and-the-rest-of-us/

From toy to tool: DALL-E 3 is a wake-up call for visual artists—and the rest of us

In October, OpenAI launched its newest AI image generator—DALL-E 3—into wide release for ChatGPT subscribers. DALL-E can pull off media generation tasks that would have seemed absurd just two years ago—and although it can inspire delight with its unexpectedly detailed creations, it also brings trepidation for some. Science fiction forecast tech like this long ago, but seeing machines upend the creative order feels different when it's actually happening before our eyes.

"It’s impossible to dismiss the power of AI when it comes to image generation," says Aurich Lawson, Ars Technica's creative director. "With the rapid increase in visual acuity and ability to get a usable result, there’s no question it’s beyond being a gimmick or toy and is a legit tool."





Useful.

https://www.pogowasright.org/state-landscape-privacy/

State Landscape Privacy

Some helpful information on state privacy law changes in 2023 from the Computers & Communication Industry Association. Download your free copy of the 6-page file from ccianet.org.





Let them run wild. We can scold the little devils later.

https://www.reuthis inevitabl;ters.com/technology/germany-france-italy-reach-agreement-future-ai-regulation-2023-11-18/

Exclusive: Germany, France and Italy reach agreement on future AI regulation

France, Germany and Italy have reached an agreement on how artificial intelligence should be regulated, according to a joint paper seen by Reuters, which is expected to accelerate negotiations at the European level.

The three governments support commitments that are voluntary, but binding on small and large AI providers in the European Union that sign up to them.

… Initially, no sanctions should be imposed, according to the paper.

… Germany's Economy Ministry, which is in charge of the topic together with the Ministry of Digital Affairs, said laws and state control should not regulate AI itself, but rather its application.



Saturday, November 18, 2023

Among other things…

https://www.pymnts.com/artificial-intelligence-2/2023/this-week-in-ai-accelerationism-agi-and-the-law/

This Week in AI: Accelerationism, AGI and the Law

Thomson Reuters on Wednesday (Nov. 15) launched a series of initiatives aimed at transforming the legal profession through the use of generative AI.

This comes as PYMNTS Intelligence in “The Confluence of Law and AI: An Inevitability Waiting to Happen,” a collaboration with AI-ID, finds that more than half of legal professionals are uncertain about the technology’s reliability, and nearly two in five do not trust it.

Consumers of legal services are not entirely won over either, with 55% of clients and potential clients expressing serious concerns about the use of AI within the legal profession.

Still, 62% of legal professionals believe that effective use of generative AI will differentiate successful firms from unsuccessful ones in as little as five years. An even higher share, 80%, agree that generative AI will introduce “transformative efficiencies” — a sentiment echoed by law firms and corporate legal departments.

Those potential benefits — transformative across not just law but all sectors — are a part of why Chinese tech giant Alibaba reportedly said Thursday it will not spin off its cloud intelligence business amid the ongoing focus on AI.





A new tool for open source intelligence in general.

https://hbr.org/2023/11/use-genai-to-uncover-new-insights-into-your-competitors

Use GenAI to Uncover New Insights into Your Competitors

This real example illustrates companies’ growing problem of information overload regarding markets and competitors, which often prevents the C-suite from making the best decisions available given the data at its disposal. Financial Times Stock Exchange 100 Index companies’ reports run, on average, more than 223 pages and contain in excess of 147,000 words — and are growing by almost nine pages a year. It is hardly surprising that company experts responsible for analyzing competitive information — in marketing intelligence, strategy, strategic management accounting (a common business function in European companies), etc. — only focus on the sections that are apparently relevant to their function, often missing genuinely relevant information in the rest of the document.



Friday, November 17, 2023

I have nothing to hide, except for those texts with my lawyer. The tips from my brokers aren’t insider information, are they?

https://www.pogowasright.org/eff-to-supreme-court-fifth-amendment-protects-people-from-being-forced-to-enter-or-hand-over-cell-phone-passcodes-to-the-police/

EFF to Supreme Court: Fifth Amendment Protects People from Being Forced to Enter or Hand Over Cell Phone Passcodes to the Police

WASHINGTON, D.C.—The Electronic Frontier Foundation (EFF) today asked the Supreme Court to overturn a ruling undermining Fifth Amendment protections against self-incrimination and find that constitutional safeguards prevent police from forcing people to provide or use passcodes for their cell phones so officers can access the tremendous amount of private information on phones.

At stake is the fundamental principle that the government can’t force people to testify against themselves, including by revealing or using their passcodes.

When the government demands someone turn over or enter their passcode, it is forcing that person to disclose the contents of their mind and provide a link in a chain of possibly incriminating evidence,” said EFF Surveillance Litigation Director Andrew Crocker. “Whenever the government calls on someone to use memorized information to aid in their own prosecution—whether it be a cellphone passcode, a combination to a safe, or even their birthdate—the Fifth Amendment applies.”

The Illinois Supreme Court in the case People v. Sneed erroneously ruled that the Fifth Amendment doesn’t apply to compelled entry of passcodes because they are just a string of numbers memorized by the phone’s owner with minimal independent value—and therefore not a form of testimony. The Illinois court erred further by ruling that the passcode at issue fell under the dubious “forgone conclusion exception” to the Fifth Amendment because the government agents already knew it existed and the defendant knew the code.

Federal and state courts are split on whether the Fifth Amendment prohibits police from compelling individuals to unlock their cell phones so prosecutors can look for incriminating evidence, and when and how the “forgone conclusion exception” applies. Only the Supreme Court can resolve this split, EFF said in a brief today.

The Supreme Court should find that Fifth Amendment protection against self-incrimination extends to the digital age and applies to turning over or entering a passcode,” said EFF Staff Attorney Lisa Femia.* “Cell phones hold an unprecedented amount of our private information and device searches have become routine in law enforcement investigations. It’s imperative that the court make clear that the Fifth Amendment doesn’t allow the government to require people to hand over their passcodes and assist in their own prosecution.”

*Admitted in New York and Washington, D.C., only; not admitted in California

For the brief: https://www.eff.org/document/sneed-v-illinois-eff-brief

Source: EFF.





It’s a tool. Someone will apply it or misapply it whenever they see an opportunity.

https://www.bespacific.com/chatgpt-has-been-turned-into-a-social-media-surveillance-assistant/

ChatGPT Has Been Turned Into A Social Media Surveillance Assistant

Forbes [free to read ]: “Social Links, a surveillance company that had thousands of accounts banned after Meta accused it of mass-scraping Facebook and Instagram, is now using ChatGPT to make sense of data its software grabs from social media. Most people use ChatGPT to answer simple queries, draft emails, or produce useful (and useless) code. But spyware companies are now exploring how to use it and other emerging AI tools to surveil people on social media. In a presentation at the Milipol homeland security conference in Paris on Tuesday, online surveillance company Social Links demonstrated ChatGPT performing “sentiment analysis,” where the AI assesses the mood of social media users or can highlight commonly-discussed topics amongst a group. That can then help predict whether online activity will spill over into physical violence and require law enforcement action. Founded by Russian entrepreneur Andrey Kulikov in 2017, Social Links now has offices in the Netherlands and New York; previously, Meta dubbed the company a spyware vendor in late 2022, banning 3,700 Facebook and Instagram accounts it allegedly used to repeatedly scrape the social sites. It denies any link to those accounts and the Meta claim hasn’t harmed its reported growth: company sales executive Rob Billington said the company had more than 500 customers, half of which were based in Europe, with just over 100 in North America. That Social Links is using ChatGPT shows how OpenAI’s breakout tool of 2023 can empower a surveillance industry keen to tout artificial intelligence as a tool for public safety. But according to the American Civil Liberties Union’s senior policy analyst Jay Stanley, using AI tools like ChatGPT to augment social media surveillance will likely “scale up individualized monitoring in a way that could never be done with human monitors,” he told Forbes…”





Was the AI that passed the Bar exam trained on the same data as the AI that passed the Ethics exam? If not, we don’t yet have an AI lawyer, we have separate tools.

https://www.lawnext.com/2023/11/generative-ai-having-already-passed-the-bar-exam-now-passes-the-legal-ethics-exam.html

Generative AI, Having Already Passed the Bar Exam, Now Passes the Legal Ethics Exam

Well, it’s happened again: Generative AI has passed a critical test used to measure candidate’s fitness to be licensed as a lawyer.

Back in March, OpenAI’s GPT-4 took the bar exam and passed with flying colors, scoring around the top 10% of test takers.

Now, two of the leading large language models (LLMs) have passed a simulation of the Multistate Professional Responsibility Examination (MPRE), a test required in all but two U.S. jurisdictions to measure prospective lawyers’ knowledge of professional conduct rules.



Thursday, November 16, 2023

An excellent starting point.

https://www.pogowasright.org/to-address-online-harms-we-must-consider-privacy-first/

To Address Online Harms, We Must Consider Privacy First

Every year, we encounter new, often ill-conceived, bills written by state, federal, and international regulators to tackle a broad set of digital topics ranging from child safety to artificial intelligence. These scattershot proposals to correct online harm are often based on censorship and news cycles. Instead of this chaotic approach that rarely leads to the passage of good laws, we propose another solution in a new report: Privacy First: A Better Way to Address Online Harms.

In this report, we outline how many of the internet’s ills have one thing in common: they’re based on the business model of widespread corporate surveillance online. Dismantling this system would not only be a huge step forward to our digital privacy, it would raise the floor for serious discussions about the internet’s future.

Download Report PDF





Wish list?

https://www.state.gov/political-declaration-on-responsible-military-use-of-artificial-intelligence-and-autonomy-3/

Political Declaration on Responsible Military Use of Artificial Intelligence and Autonomy

Today, the United States joined 45 endorsing states to launch the implementation of the Political Declaration on Responsible Military Use of Artificial Intelligence and Autonomy.

https://www.state.gov/wp-content/uploads/2023/10/Latest-Version-Political-Declaration-on-Responsible-Military-Use-of-AI-and-Autonomy.pdf



Wednesday, November 15, 2023

Oh great. Another AI threat only this one is stealthy.

https://www.dailymaverick.co.za/article/2023-11-13-chatgpt-was-disruptive-swarms-of-ai-agents-will-be-revolutionary/

ChatGPT was disruptive, swarms of AI agents will be revolutionary

We face a future of networked swarms of AI agents, interacting, competing, autonomously negotiating with each other and — where necessary — with humans, to achieve their respective goals. This is an incredible moment in history for anyone with an entrepreneurial attitude.

Simply put, employers will likely increasingly face a choice: try to make their employees more productive with AI tools or choose to replace many of them entirely. In May 2023 the firm Challenger, Gray & Christmas found that AI was the 7th leading cause of job losses in the US. At what point will AI become the leading cause of job losses? Five years? Two Years?

At the time of writing, the website There’s an AI for that lists more than 9,000 available AI models for over 2,000 different everyday business tasks, from creating Powerpoint slides and building websites all the way to therapy bots and models which streamline the scientific process itself.





Bad Clearview’ becomes ‘Good Clearview,’ or at least ‘too useful to toss out with the bath water Clearview.’

https://time.com/6334176/ukraine-clearview-ai-russia/

Ukraine’s ‘Secret Weapon’ Against Russia Is a Controversial U.S. Tech Company

Leonid Tymchenko spent the first month of Russia’s invasion sitting in his dark government office after curfew. Unable to go home, Ukraine's Deputy Minister of Internal Affairs scrolled through Telegram, looking at thousands of videos and images of advancing Russian soldiers. When Tymchenko was offered a chance to test a new facial-recognition tool, he uploaded some of the photos to try it out.

He could not believe the results. Every time Tymchenko added a photo of a Russian soldier, the software, made by the American facial-recognition company Clearview AI, seemed to come back with an exact hit, linking to pages that revealed the soldier’s name, hometown, and social-media profile. Even when he uploaded grainy photos of dead soldiers, some with their eyes closed or their faces partially burned, the software was often able to identify the person. "Every day we identified hundreds of Russians who came to Ukraine with weapons,” Tymchenko tells TIME in a video interview from his office in Kyiv.



(Related)

https://www.wired.com/story/social-media-ai-dead-bodies/

Social Media Sleuths, Armed With AI, Are Identifying Dead Bodies

Poverty, fentanyl, and lack of public funding mean morgues are overloaded with unidentified bodies. TikTok and Facebook pages are filling the gap—with AI proving a powerful and controversial new tool.



(Related)

https://www.newyorker.com/magazine/2023/11/20/does-a-i-lead-police-to-ignore-contradictory-evidence?currentPage=all

Does A.I. Lead Police to Ignore Contradictory Evidence?

Too often, a facial-recognition search represents virtually the entirety of a police investigation.





Perspective. (And yes, I might try it this way.)

https://www.scientificamerican.com/article/to-educate-students-about-ai-make-them-use-it/

To Educate Students about AI, Make Them Use It

To do so, I created an AI-powered class assignment. Each student was required to generate their own essay from ChatGPT and “grade” it according to my instructions. Students were asked to leave comments on the document, as though they were a professor assessing a student’s work. Then they answered questions I provided: Did ChatGPT confabulate any sources? If so, how did you find out? Did it use any sources correctly? Did it get any real sources wrong? Was its argument persuasive or shallow?

The results were eye-opening: Every one of the 63 essays contained confabulations and errors.





Soon to be in common use as communicators in all fields will find it irresistible. When there are millions of these fakes on the Internet, how will we separate the wheat from the chaff?

https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2023/11/14/presidents-use-ai-voice-clones-and

AI Voice Clones and Deepfakes: The Latest Presidents’ Engagement Tools

The friendly but authoritative voice of Astrid Tuminez delivers a cybersecurity PSA, narrating over an animated version of herself. Throughout the cartoon, the voice of the Utah Valley University president warns of perils such as phishing and phone scams before delivering a final, surprise reveal: the voice that sounded like Tuminez was that of an artificial intelligence–enabled bot.

“Trust that gut feeling that does not feel right,” the voice says. “And here’s a twist: you’ve been listening to an AI clone of President Tuminez’s voice.”

Then the real Tuminez appears, saying, “Just as my voice can be mimicked, so can others’; always be vigilant.”





Tools & Techniques.

https://www.searchenginejournal.com/ai-search-engines/497061/#close

The 6 Best AI Search Engines To Try Right Now

AI search engines are the biggest challenge Google has faced in decades. Here are the best ones to try right now.