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AI Is Redefining How We Use Documents In A Digital World – Forbes

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Artificial intelligence (AI) is changing the way work is performed and data is … For example, AI-powered intelligent document processing is helping to …


Gartner Identifies Four Trends Driving Near-term Artificial Intelligence Innovation

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These trends include responsible AI; small and wide data approaches; operationalization of AI platforms; and efficient use of data, model and compute resources.


How family of a Myanmar junta leader are trying to cash in

The Japan Times

BANGKOK/LONDON – A week after the Myanmar military seized power, a Twitter account that had lain dormant for nearly a decade flickered back into life. The Twitter user mocked anti-coup protesters, hundreds of whom have been killed in a crackdown by security forces since the Feb. 1 coup. After a police truck fired high-pressure water cannons on demonstrators in the capital city of Naypyidaw on Feb. 8, he made a trolling reference to the nation's traditional April new year celebration: "Water festival come earlier for them lol." A few weeks later, the user wrote "#fuckthereds," making a dismissive reference to the political party of Aung San Suu Kyi, the Nobel Prize-winning civilian leader who had been overthrown and arrested in the coup. A review of an archived version of the account, which has since been shut down, revealed the username was a pseudonym belonging to Ivan Htet, the 33-year-old son of a leading figure in the coup: the chief of the air force, Maung Maung Kyaw. But Ivan Htet hasn't just been an enthusiastic supporter on social media of the Tatmadaw, the name for the Myanmar military, which has dominated political life since independence in 1948 for Myanmar, then called Burma. He is also trying to cash in, helping equip the military, along with his wife Lin Lett Thiri, who co-founded a private firm to supply Myanmar's armed forces, Reuters has found.



TruthfulQA: Measuring How Models Mimic Human Falsehoods

arXiv.org Artificial Intelligence

We propose a benchmark to measure whether a language model is truthful in generating answers to questions. The benchmark comprises 817 questions that span 38 categories, including health, law, finance and politics. We crafted questions that some humans would answer falsely due to a false belief or misconception. To perform well, models must avoid generating false answers learned from imitating human texts. We tested GPT-3, GPT-Neo/J, GPT-2 and a T5-based model. The best model was truthful on 58% of questions, while human performance was 94%. Models generated many false answers that mimic popular misconceptions and have the potential to deceive humans. The largest models were generally the least truthful. For example, the 6B-parameter GPT-J model was 17% less truthful than its 125M-parameter counterpart. This contrasts with other NLP tasks, where performance improves with model size. However, this result is expected if false answers are learned from the training distribution. We suggest that scaling up models alone is less promising for improving truthfulness than fine-tuning using training objectives other than imitation of text from the web.


Artificial Intelligence offers greater solutions

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PETALING JAYA: The ability of artificial intelligence (AI) to process a huge amount of data makes it an important enabler in ultimately helping humans drive better outcomes. "We see customers struggling with this," said US-based software firm ServiceNow's IT Transformation Solution Lead for Asia, Daniel Ng at the August CxO Virtual Dialogue. "When customers see AI as a technology instead of an enabler, they will typically ask: 'Have you incorporated AI into this process and that process?' when they should be asking what are the problems that AI is being deployed on to solve." The CxO Virtual Dialogue, sponsored by The Star and ServiceNow, addressed the subject of "Enhancing IT Services and Operations with the Power of AI". It featured insights from Ng and Forrester's principal analyst Achim Granzen, who said that workers should be given more time to do greater value-added work, something that AI can help drive.


Microsoft rolls out a personalized news feed called Start

Engadget

Microsoft is rolling out a revamped personalized news service called Start. The feed will be baked into the Windows 10 taskbar and the Windows 11 widgets section. You can also access it via the web, iOS and Android apps and the new tab page in Microsoft Edge. Start draws from Microsoft's artificial intelligence and machine learning expertise (as well as human curation) to create a news feed featuring up-to-date info tailored to your interests. The more you use Start and indicate what you're interested in, the closer the feed will hew to the things you prefer to read about.


This start-up blends ancient astrology with modern technology

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Many would view astrology and technology as two extremes – one that originated millenniums ago and the other emerging as a disruptor only recently. They may be looked upon as opposites too, since astrology is based on the many ancient books and scriptures with human interpretation while technology is mostly about codes, software and machine learnings. Though existing at different ends of the spectrum, a Mumbai-based start-up has managed to become a matchmaker between astrology and technology by marrying the two in a manner that the knowledge of astrology is presented in the most easy-to-understand manner by using technology or algorithms. Taaraka was launched in January 2019 and since then has seen the traction rise significantly with the monthly growth numbers pegged in the range of 35 per cent to 40 per cent. So, what does Taaraka do exactly?



The human touch in forecasting and demand planning – Supply Chain Management Review

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Supply chain managers are exploring remarkable innovations like Artificial Intelligence and Machine Learning to improve their forecasting.