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IBM advanced Project Debater effort with Key Point Analysis

IBM advanced Project Debater effort with Key Point Analysis

IBM has developed a natural language processing advance via its Project Debater effort called Key Point Analysis that aims to use artificial intelligence to sum up crowd-sourced arguments.

The technology, led by IBM Research, is being showcased on Bloomberg TV’s “That’s Debatable” show. The show aired Friday and featured a debate on wealth distribution with US Secretary of Labor Robert Reich, former Greece finance minister Yanis Varoufakis, former US Treasury Secretary Larry Summers and Manhattan Institute’s Allison Schrager.

Noam Slonim, lead researcher for IBM’s Project Debater effort, said the goal of Key Point Analysis is to “enable AI systems to manage the human language.” “There’s a significant opportunity for using national language processing,” he said.

Primers: What is AI? | What is machine learning? | What is deep learning? | What is artificial general intelligence?    

In the debut episode of “That’s Debatable,” IBM used Key Point Analysis to distill points for a debate on wealth redistribution. About 3,500 arguments were submitted on whether it is time to redistribute wealth and IBM is collecting thoughts on future debates, IBM’s technology found that 56% of the arguments were for redistribution, but 44% were against. Of that 44% against redistribution, 15% cited the moral hazards of discouraging hard work. Without the AI distilling those arguments, it’s unlikely that point would have been surfaced in a debate.

The breakdown of submissions went like this:

  • 3508 submissions
  • 1600 usable arguments
  • 20 final key points
  • 2 coherent narratives for each side.

Slonim explained that IBM’s Key Point Analysis is designed to reveal key points, generate a bullet summary and create quantitative numbers to review and a narrative. “It puts short comments into a summary that can guide decisionmakers and establish a communication channel between decisionmakers and those impacted,” he said.

key-points-analysis-watson.png

IBM

IBM Watson Chief Architect Dakshi

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Tesla’s Model 3 Lost In The World’s Most Advanced EV Market In A Peak Month (NASDAQ:TSLA)

Tesla’s Model 3 Lost In The World’s Most Advanced EV Market In A Peak Month (NASDAQ:TSLA)

Introduction

Norway is a small automotive market but is widely regarded as the most advanced market for electric vehicles (EVs) in the world thanks to generous government incentives. Battery electric vehicles (BEVs) and hybrids accounted for over 80% of sales in September 2020 and the national parliament has set 2025 as the target year for the country to go fully electric.

This is why electric vehicle data from Norway if often used as an indicator for the prediction which models and manufacturers will excel in a world in which electric vehicles become the norm. There is also no local player, which means the Norwegian EV market is not skewed like some other countries like France where the Renault Zoe reigns supreme.

As I mentioned in my previous SA article on Tesla (TSLA), its Model 3 always performs poorly in Europe during the first month of each quarter, with a big push coming in the third month.

Well, the Model 3 just lost decisively in Norway in September with the Volkswagen ID.3 getting 77% more sales.

The EV market in Norway

According to data from ElbilStatistikk, the top three bestselling EVs during the month of September were ID.3, Model 3, and Polestar 2 with 1,974, 1,116, and 928 units, respectively.

(Source: ElbilStatistikk)

October is starting even better for the ID.3 with 213 units sold so far. The Model 3 has just five, but this is normal as Tesla usually performs poorly in the first month of each quarter as I mentioned.

However, 2020 YTD is also being dominated by another VW model, the Audi E-tron. And the Model 3 will be surpassed by the ID.3 in around three weeks at this pace.

(Source

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Global Diesel Aircraft Tugs Market Advanced Trends Analysis, Strange of Top Manufacturers, Shares, Growth Opportunities and Forecast to 2029

Global Diesel Aircraft Tugs Market Advanced Trends Analysis, Strange of Top Manufacturers, Shares, Growth Opportunities and Forecast to 2029

Pune, Maharashtra, India, September 30 2020 (Wiredrelease) Prudour Pvt. Ltd :Market.us delivers granular analysis of Diesel Aircraft Tugs Market Revenue, Application Industry Demand Analysis 2029, which includes global industry analysis, key market trends, vendor classification with their market positioning, sales, revenue and market share with the product type and by applications. Likewise, The development ratio which is expected in perspective of the rational analysis provides thorough information concerning contributions by way of top key vendors, demand, and deliver complete evaluation as well as market proportion boom of the Diesel Aircraft Tugs industry.

Diesel Aircraft Tugs Market: An Structure Overview

Diesel Aircraft Tugs Market play a vital role in automotive industry. This intelligence report along with (2020-2029) Forecast of Diesel Aircraft Tugs market study exhibits a pattern of interpreting previous data sources gathered from the most reliable sources and sets a precedented growth trajectory for the Diesel Aircraft Tugs.

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Covid-19 impact analysis by sales revenue up to 2029. Income and sales estimation with assembling analysis. A complete backdrop analysis, which includes an assessment of the parent market. Important changes in demand, supply, effectiveness and market dynamics. The historical, current and projected size of the Diesel Aircraft Tugs market from the standpoint of both value and volume. Reporting and evaluation of recent industry developments. Market shares and strategies of key players. Emerging niche segments and regional markets.

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