Category «Big Data»

ChatGPT is bullshit

Recently, there has been considerable interest in large language models: machine learning systems which produce human-like text and dialogue. Applications of these systems have been plagued by persistent inaccuracies in their output; these are often called “AI hallucinations”. Dr. Michael Townsen Hicks, Dr. James Humphries and Dr. Joe Slater argue that these falsehoods, and the overall activity of large language models, is better understood as bullshit in the sense explored by Frankfurt (On Bullshit, Princeton, 2005): the models are in an important way indifferent to the truth of their outputs. They distinguish two ways in which the models can be said to be bullshitters, and argue that they clearly meet at least one of these definitions. They further argue that describing AI misrepresentations as bullshit is both a more useful and more accurate way of predicting and discussing the behaviour of these systems.

Subjects: AI, Big Data, Information Management, Internet Resources, KM, Legal Research, Search Engines, Technology Trends

Rejecting Dogmas Around AI, User Privacy, and Tech Policy

The Markup’s Ross Teixeira had a virtual discussion with Jonathan Frankle, Chief Scientist at DataBricks, about the the ethics of companies using customer data to train models, the growing trend of integrating AI models into our personal devices and lives, and how people can get involved in policy conversations from national to local level.

Subjects: AI, Big Data, PDAs (Personal Digital Assistants), Privacy

Pete Recommends – Weekly highlights on cyber security issues, August 9, 2024

Privacy and cybersecurity issues impact every aspect of our lives – home, work, travel, education, finance, health and medical records – to name but a few. On a weekly basis Pete Weiss highlights articles and information that focus on the increasingly complex and wide ranging ways technology is used to compromise and diminish our privacy and online security, often without our situational awareness. Five highlights from this week: Nearly 3 billion people just had their data leaked!!; Text message exploits are scarier than ever, but you can protect yourself with these tips; Government IT systems in the hands of a single vendor puts agencies at risk; Apple says Safari protects your privacy. We fact-checked those claims; and Lawmakers look to clarify electronic medical device use in secure facilities.

Subjects: Big Data, Cybercrime, Cybersecurity, Data Mining, Financial System, Healthcare, Privacy, Search Engines, Search Strategies, Social Media

AI In Finance and Banking – July 15, 2024

This semi-monthly column by Sabrina I. Pacifici highlights news, government documents, papers by economists, NGO/IGOs, speeches, and industry white papers on the subject of AI’s fast paced impact on the banking and finance sectors. The chronological links provided are to the primary sources, and as available, indicate links to alternate free versions. Six highlights from this post: We need bold minds to challenge AI, not lazy prompt writers, bank CIO says; Managing AI in banking: are we ready to cooperate?; The gen AI gender gap; Will User-Contributed AI Training Data Eat Its Own Tail?; Demand for Artificial Intelligence in Settlement Negotiations; and Artificial intelligence – a central bank’s view.

Subjects: AI, AI in Banking and Finance, Big Data, Economy, Financial System, Legal Research

Here’s how machine learning can violate your privacy

Jordan Awan, Assistant Professor of Statistics, Purdue University explains how machine learning has pushed the boundaries in several fields, including personalized medicine, self-driving cars and customized advertisements. Research has shown, however, that these systems memorize aspects of the data they were trained with in order to learn patterns, which raises concerns for privacy.

Subjects: AI, Big Data, Privacy

Pete Recommends – Weekly highlights on cyber security issues, April 27, 2024

Privacy and cybersecurity issues impact every aspect of our lives – home, work, travel, education, finance, health and medical records – to name but a few. On a weekly basis Pete Weiss highlights articles and information that focus on the increasingly complex and wide ranging ways technology is used to compromise and diminish our privacy and online security, often without our situational awareness. Four highlights from this week: Why Microsoft is a national security threat; You Should Make Your Apple ID Recoverable Right Now; How to change your Social Security Number; and Cops Are Now Using AI to Generate Police Reports.

Subjects: AI, Big Data, Criminal Law, Cybercrime, Cybersecurity, Healthcare, Privacy, Social Media

AI in Banking and Finance, March 31, 2024

This semi-monthly column by Sabrina I. Pacifici highlights news, government documents, NGO/IGO papers, industry white papers, academic papers and speeches on the subject of AI’s fast paced impact on the banking and finance sectors. The chronological links provided are to the primary sources, and as available, indicate links to alternate free versions. Five highlights from this post: 55% of Business Leaders Concerned About the Safety of Future Bank Deposits: Report; Generative AI Is Coming for Your Bank. Maybe; How AI Could Rebuild America’s Middle Class; Market Power in Artificial Intelligence; Managing Artificial Intelligence-Specific Cybersecurity Risks in the Financial Services Sector; and Impact of AI Adoption on Economic Dynamics through Habit Formation: Decision Making and Asset Pricing.

Subjects: AI in Banking and Finance, Big Data, Cybercrime, Cybersecurity, Government Resources

Pete Recommends – Weekly highlights on cyber security issues, March 23, 2024

Privacy and cybersecurity issues impact every aspect of our lives – home, work, travel, education, finance, health and medical records – to name but a few. On a weekly basis Pete Weiss highlights articles and information that focus on the increasingly complex and wide ranging ways technology is used to compromise and diminish our privacy and online security, often without our situational awareness. Eight highlights from this week: How to Figure Out What Your Car Knows About You; The Feds Can Film Your Front Porch for 68 Days Without a Warrant, Says Court; X Continues to Break as Fraudsters Use Deceptive Links to Scam; FDA and You; Artificial Intelligence and Medical Products: How CBER, CDER, CDRH, and OCP are Working Together; DOJ sues Apple in antitrust case, says it has illegal monopoly over smartphones; Data brokers admit they’re selling information on precise location, kids, and reproductive healthcare; X Continues to Break as Fraudsters Use Deceptive Links to Scam You; and Why you should stop using SMS.

Subjects: AI, Big Data, Business Research, Cybercrime, Cybersecurity, Financial System, Government Resources, Healthcare, Medical Research, Privacy, Social Media

What Happens to Your Sensitive Data When a Data Broker Goes Bankrupt?

In 2021, a company specializing in collecting and selling location data called Near bragged that it was “The World’s Largest Dataset of People’s Behavior in the Real-World,” with data representing “1.6B people across 44 countries.” Last year the company went public with a valuation of $1 billion (via a SPAC). Seven months later it filed for bankruptcy and has agreed to sell the company. Jon Keegan highlights the ramifications to the public.

Subjects: Big Data, Business Research, Competitive Intelligence, Healthcare, Information Management, Privacy