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Tuesday, August 29, 2023

Robotic Process Automation: Is Your Job at Risk?

 

Software robots that mimic human behavior can be easily made thanks to robotic process automation (RPA). Software robots can read displays, create keystrokes, navigate systems, locate and retrieve data, and carry out a variety of other predefined operations, much like people can. Software robots may work continually without compensation or perks, unlike humans.


According to David Zhao, general director of IT consulting firm Coda Strategy, RPA offers an effective solution to automate monotonous processes, freeing humans to concentrate on more creative work. Therefore, the most vulnerable IT occupations are those that need straightforward, recurring operations.

According to Wayne Butterfield, a partner with ISG Automation, a unit of technology research and consulting, any IT task that follows a precise set of procedures and is repetitive in nature is vulnerable to RPA.and the ISG advising firm. He points out that most IT positions don't match this mold, which is good news. "Even jobs on the IT service desk still, in the main, require a conversation or perhaps the interpretation of a written ticket," explains Butterfield. That indicates that in order to automate even some of these procedures, additional technologies would be required in addition to RPA.

Enterprise Automation InroadsApproximately 7,800 jobs might be replaced by AI, according to a May announcement from IBM, with many of those employees moving to RPA. Large IT service providers have been eliminating tens of thousands of manual, repetitive task-based jobs for years, according to Zhao.

While transactional automation is becoming more widespread across various industries, most IT jobs are still challenging to automate. There are pockets of RPA activity in systems testing, credentials management, and service desks, but Butterfield notes that most other areas of IT have historically lacked the kind of effort needed for RPA to really take off.

The goal of RPA is to replace boring, repetitive work rather than eliminate jobs, according to Brad Hairston, advising alliance director for.......

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Friday, August 25, 2023

Take Business Planning Next Level with AI Modelling & ML

 

Consider using AI modeling and machine learning to take your company planning to the next level.

How to strategically expand in an uncertain economic climate is one of the obstacles that business owners must overcome. The epidemic has increased market volatility and uncertainty, which has had an impact on the performance of many enterprises. Executives are searching for proactive planning solutions that make use of AI modeling and machine learning technologies as the economy reaches a crucial stage.

Only 16% of CFOs, however, are using real-time economic data in their company planning, according to a recent survey. This is a missed opportunity because these technologies may deliver personalized insights that blend historical performance data with current economic data about a company. This enables managers to forecast financial results.s with various scenarios, assisting them in managing volatility and seizing opportunities.

The technique of predicting future demand for a good or service is known as demand forecasting. Demand forecasting has traditionally solely used past data from a company, which can lead to inaccurate projections of future performance. Executives are able to obtain a more precise picture of corporate expansion or contraction by including external economic data into the modeling process. For instance, the pandemic-related government stimulus caused consumer spending to surge and supply chain disruptions in the years 2020 to 2022.

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Monday, August 21, 2023

The artificial intelligence war? Israel is fighting it already




While the global debate about using artificial intelligence in warfare heats up, Israel has already been deploying itagainst the Palestinians. The Israeli army is using an advanced AI model called Fire Factory to select targets for airstrikes and handle other military logistics.

AI deployment is a significant shift in warfare and brings incredible new risks for civilian life. Perhaps most concerning is that Israel’s use of AI is developing beyond international or state-level regulations. The future of AI warfare is taking shape right now, and few have a say in how it develops.

According to Israeli officials, the AI programs in operation use large data sets to make decisions about targets, equipment, munition loads, and schedules. While these items might seem mundane, we must consider how Israel collects this information and the military’s track record in protecting civilian populations.

Israel has administered a total military occupation over Palestinian populations in the West Bank and Gaza since 1967. Every aspect of Palestinian life in these territories is overseen by the Israeli military, down to the amount of calories Gazans consume. As a result of its complex occupation infrastructure, Israel has compiled vast amounts of data on Palestinians. This data has been a vital fuel for the rise of Israel’s vaunted technology sector, as many of the country’s leading tech executives learned their craft in military intelligence units that put this data to use.

The military and defense contractors have created a hugely profitable AI warfare sector using the West Bank and Gaza as weapons testing laboratories. Across the Palestinian territories, Israel collects and analyses data from drones, CCTV footage, satellite imagery, electronic signals, online communications, and other platforms collected by the military. It’s even rumored that the idea for Waze — the mapping software developed by graduates of Israel’s military intelligence sector and sold to Google for $1.1 billion in 2013 —was derived from mapping software designed to track Palestinians in the West Bank.

It’s abundantly clear that Israel has plenty of data that could be fed into AI models designed to maintain the occupation. Indeed, the Israeli military argues that its AI models are overseen by soldiers who vet and approve targets and air raid plans. The military has also implicitly argued that its programs could suppress human analytic capabilities and minimize casualties due to the sheer amount of data Israel collects. Analysts are concerned that these semi-autonomous AI systems could become autonomous systems quickly with no oversight. At that point, computer programs will decide Palestinian life and death.


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