WASHINGTON, July 12, 2022 – Representatives from academia and a nonprofit diverged at a Bipartisan Policy Center event Tuesday about whether the government should step in and minimize problems associated with artificial intelligence, including bias and discrimination in algorithms.
“We really do want actors to help us establish national and international guidelines,” said Miriam Vogel, president, and CEO of EqualAI, a nonprofit that seeks to reduce bias in AI. “We are driving full speed without lanes, without speed limits to manage the expectations.”
While acknowledging the benefits of AI in society today, Vogel said its algorithms present risk that often leads to bias and discrimination. She shared the example of how facial recognition misses certain voices or skin tones.
AI is used in various sectors and powers algorithms that cater services to individuals. Panelists referenced the use of AI algorithms in suspect identification for criminal justice, in disease diagnosis in health care, and for movie and employment recommendations.
Vogel said regulation will establish clear expectations for AI companies to minimize such risks.
Adam Thierer, a senior research fellow at the Mercatus Center at George Mason University, said he is “a little skeptical that we should create a regulatory AI structure” and instead proposed educating workers on how to set best practices for risk management. He called this an “educational institution approach.”
He said that because of how long federal law takes to enact, he wants to reach AI workers directly, such as the computer programmers and AI innovators “of tomorrow” to do a better job of “baking best practices” into AI.
“I think baking best practice principles in by design begins with an educational focus,” said Thierer.
Thierer said he wants to give this job to trusted third parties to suggest pathways forward, including ethical evaluations and consultations with AI companies. He said that when it comes to AI rules across different sectors, “we don’t need one overarching standard to rule them all.”
Thierer added that because of how fast AI is changing, “it can’t go through the same regulatory process.” He argued if regulation is put in place, we will lose AI innovators.
Vogel disagreed with Thierer, saying she doesn’t believe that there is a risk of losing innovators with regulating AI, and instead, said, “I see regulation is the partner to innovation.”
She said that because there is no government regulation for AI, companies are left to do it themselves if they choose, referencing the Badge Program at EqualAI that seeks to help companies navigate risks.
“We need to have a governance system put in place to make sure continual testing is taking place,” said Vogel.
Deepfakes Pose National Security Threat, Private Sector Tackles Issue
Content manipulation can include misinformation from authoritarian governments.
WASHINGTON, July 20, 2022 – Content manipulation techniques known as deepfakes are concerning policy makers and forcing the public and private sectors to work together to tackle the problem, a Center for Democracy and Technology event heard on Wednesday.
A deepfake is a technical method of generating synthetic media in which a person’s likeness is inserted into a photograph or video in such a way that creates the illusion that they were actually there. Policymakers are concerned that deepfakes could pose a threat to the country’s national security as the technology is being increasingly offered to the general population.
Deepfake concerns that policymakers have identified, said participants at Wednesday’s event, include misinformation from authoritarian governments, faked compromising and abusive images, and illegal profiting from faked celebrity content.
“We should not and cannot have our guard down in the cyberspace,” said Representative John Katko, R-NY, ranking member of House Committee on homeland security.
Adobe pitches technology to identify deepfakes
Software company Adobe released an open-source toolkit to counter deepfake concerns earlier this month, said Dana Rao, executive vice president of Adobe. The companies’ Content Credentials feature is a technology developed over three years that tracks changes made to images, videos, and audio recordings.
Content Credentials is now an opt-in feature in the company’s photo editing software Photoshop that it says will help establish credibility for creators by adding “robust, tamper-evident provenance data about how a piece of content was produced, edited, and published,” read the announcement.
Adobe’s Connect Authenticity Initiative project is dedicated to addressing problems establishing trust after the damage caused by deepfakes. “Once we stop believing in true things, I don’t know how we are going to be able to function in society,” said Rao. “We have to believe in something.”
As part of its initiative, Adobe is working with the public sector in supporting the Deepfake Task Force Act, which was introduced in August of 2021. If adopted, the bill would establish a National Deepfake and Digital task force comprised of members from the private sector, public sector, and academia to address disinformation.
For now, said Cailin Crockett, senior advisor to the White House Gender Policy Council, it is important to educate the public on the threat of disinformation.
FTC Commissioner Says Agency Report on AI for Online Harms Did Not Consult Outside Experts
The FTC released a report that warned about the dangers of AI’s use to combat online harms.
WASHINGTON, June 22, 2022 – Federal Trade Commissioner Noah Phillips said last week that a report by the commission about the use of artificial intelligence to tackle online harms did not consult outside experts as Congress asked.
The FTC’s “Combatting Online Harms through Innovation” report – approved by a 4-1 vote to send to Congress and released on June 16 – warns against using AI as a policy solution for online problems, as the commission says it contains inherent design flaws, bias and discrimination, and features commercial surveillance concerns. The commission concluded that the potential adoption of AI could increase additional harms.
However, the report found that amid the use of AI by Big Tech platforms to address online harms, “lawmakers should consider focusing on developing legal frameworks that would ensure that AI tools do not cause additional harm.”
The one dissenting opinion on the report was from Phillips, who said the FTC did not do the study that was required by Congress. As part of the 2021 Consolidated Appropriations Act, Congress asked the FTC to conduct a study on how artificial intelligence could address online harms such as fake reviews, hate crimes and harassment and child sexual abuse.
“I do not believe we conducted the requisite study, and I do not think the report on AI issued by the Commission takes sufficient care to answer the questions Congress asked,” Phillips said in his dissenting statement.
Phillips said the report mainly focuses on the technology of AI itself and lacks the outside perspective from individuals and companies who use AI and try to combat the harms of AI online, which he said is “precisely what Congress asked us to evaluate.”
Phillips added that in the 12 months the FTC was given to complete this study, “rather than use this time to solicit input from all relevant stakeholders, the Commission chose to conduct a kind of literature review.
Phillips said in his statement he would have liked to see interviews of market participants or surveys conducted, which allegedly isn’t included in the recent report and adds that he is instead concerned about the “quantity of self-reference” used by the FTC in the report.
“Still, we should at least endeavor to produce a report that reflects the full diversity of experiences and viewpoints on these important issues concerning AI.” Phillips also noted the report doesn’t include a serious cost-benefit analysis of using AI to combat online harms.
Defense Department Must Continue Investing in Artificial Intelligence to Combat Cyber Threats: Google
Investing in AI will help prevent cyberattacks, in light of warnings about a possible increase in such attacks from Russia.
WASHINGTON, May 5, 2022 – A Google executive is calling for the Department of Defense to continue making investments in artificial intelligence to protect the cyberspace, in light of Russia’s ongoing invasion of Ukraine and warnings about a possible increase in cyberattacks against the private sector.
The DoD needs to invest in “training, technology, and management that will facilitate more experimentation, prototyping, and execution” of these technologies, Andrew Moore, vice president and director of Google Cloud, told a Senate subcommittee on cybersecurity Tuesday.
“One of AI’s critical uses is finding anomalies in activity that would indicate a new threat vector,” Moore said.
The DoD can use AI capabilities in defense against attacks as AI monitors known threats on a massive scale, analyzes historical data and monitors active exploitation, the subcommittee heard. AI provides on-demand scanning of software and active scanning for malicious sites.
AI can also break down and unify data sources by cross-linking and joining data, allowing for constant pattern detection for unexpected defensive concerns, it heard further.
“The Department must have the ability for teams to quickly build, adapt and leverage an AI system – in hours or days – to address problems like finding a ship lost at sea or responding to an active threat event,” said Moore.
Moore claimed that Google has developed a “level of insight and visibility into the world of cyber threats that allows [them] to assess and develop cutting edge defenses to whole classes of threats, not just particular attacks.”
There have been concerns raised in the past year that the federal government has not welcomed AI technology, leading to a possible global economic divide and national security threats.
AI development needs experienced workforce
Training and educating will greatly help the DoD make necessary investments as employees gain confidence and familiarity with AI.
The DoD was further called by Eric Horvitz, technical fellow and chief scientific officer at Microsoft, to invest in training and education to strengthen the U.S. workforce in cybersecurity.
“For cybersecurity and in the context of national security, having the upper hand in AI against your adversary is critical,” Moore said.
“There is a race to see who can get machines to provide as much defense as possible,” he added. “For example, AI systems are absolutely necessary to automate aspects of cybersecurity. The US remains the leader in AI, but we must ensure we continue to do this at scale.”
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