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Killing Keystone XL gives other countries an advantage over Canada

  Plenty of other countries ready to take over Canada’s market share if Canada exits the oil business By Mark Milke and Ven Venkatachalam Canadian Energy Centre The killing of the cross-border Keystone XL pipeline due to anti-oil activism and politics…

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Plenty of other countries ready to take over Canada’s market share if Canada exits the oil business

By Mark Milke
and Ven Venkatachalam
Canadian Energy Centre

The killing of the cross-border Keystone XL pipeline due to anti-oil activism and politics will change nothing about worldwide oil demand. All it does is hand an advantage to Canada’s competitors.

Worldwide oil consumption has been on an upward trajectory, and with the COVID-19 pandemic subsiding in much of the world, resumption in demand will soon be obvious this year and next.

With consumption data going back to 1997 and a forecast to 2022 from the U.S. Energy Information Administration, consider some relevant statistics about the quarter-century trend.

In 1997, worldwide oil consumption was 72.1 million barrels daily. That demand grew steadily, including through 9/11, and reached a new high of 86.7 million barrels daily in 2008. The Great Recession stalled consumption growth a bit, dropping by 900,000 barrels daily in 2009 to 85.8 million daily barrels.

Post-recession, worldwide consumption grew again from 88.7 million barrels in 2010 to a new high of 100.9 million barrels daily in 2019. In 2020, demand dropped to 92.3 million barrels as the pandemic hit and as governments and businesses shut down much of the world economy.

However, the EIA forecast for this year is 97.7 barrels of oil consumed daily, with 101.4 million barrels of oil used daily in 2022. If the U.S. forecast is correct, by next year worldwide oil consumption will again hit new daily highs. As of 2022, half a million more barrels of oil per day will be used by consumers, businesses and governments than in the previous peak year in 2019.

But as smart investors often remark, past performance is no guarantee of future returns.

And for oil, plenty of politicians, pundits and even the International Energy Agency not only predict but are working toward oil’s near-term demand destruction. Thus, the theory goes, there’s no guarantee the next 25 years will look like the past 25 years.

Conversely, they’re not realistically accounting for growing energy demand in Africa and Asia, where dense energy – energy that can physically accomplish much – is needed.

How seriously one takes the claim that oil will soon be on a permanent downslope in part depends on if one believes other energy can replace oil and natural gas any time soon.

One reason to think the parade of opinion on oil’s imminent demise is wrong comes from Vaclav Smil, University of Manitoba professor of the environment (emeritus). Smil is a leading expert on energy transitions. In his book Energy, Smil noted that before abandoning something as a source of energy, we must consider how little (or much) of that source it takes to produce the outcomes we need.

Smil has also noted that “the reality of energy density in various forms of energy sources (be they oil, natural gas, coal, wind, solar and others) must be accounted for as part of any assumed transition.”

In 2018, Science magazine cited Smil’s point that energy transitions are normally transitions away from “relatively weak, unwieldy energy sources for those that pack a more concentrated punch.” What we’re seeing in current attempts to transition away from fossil fuels does the opposite.

If Smil is correct – and there’s every reason to prefer his independent mind and conclusions derived from hard data over opinions of uninformed convenience – then the next question is: Which countries will extract the oil necessary for 100-million-plus barrels consumed daily?

Mark Milke and Ven Venkatachalam are with the Canadian Energy Centre, an Alberta government corporation funded in part by carbon taxes. They are authors of the report, Worldwide Oil Reserves and Investments: Key Facts.

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Watch Yield Curve For When Stocks Begin To Price Recession Risk

Watch Yield Curve For When Stocks Begin To Price Recession Risk

Authored by Simon White, Bloomberg macro strategist,

US large-cap indices…

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Watch Yield Curve For When Stocks Begin To Price Recession Risk

Authored by Simon White, Bloomberg macro strategist,

US large-cap indices are currently diverging from recessionary leading economic data. However, a decisive steepening in the yield curve leaves growth stocks and therefore the overall index facing lower prices.

Leading economic data has been signalling a recession for several months. Typically stocks closely follow the ratio between leading and coincident economic data.

As the chart below shows, equities have recently emphatically diverged from the ratio, indicating they are supremely indifferent to very high US recession risk.

What gives? Much of the recent outperformance of the S&P has been driven by a tiny number of tech stocks. The top five S&P stocks’ mean return this year is over 60% versus 0% for the average return of the remaining 498 stocks.

The belief that generative AI is imminently about to radically change the economy and that Nvidia especially is positioned to benefit from this has been behind much of this narrow leadership.

Regardless on your views whether this is overdone or not, it has re-established growth’s dominance over value. Energy had been spearheading the value trade up until around March, but since then tech –- the vessel for many of the largest growth stocks –- has been leading the S&P higher.

The yield curve’s behaviour will be key to watch for a reversion of this trend, and therefore a heightened risk of S&P 500 underperformance. Growth stocks tend to outperform value stocks when the curve flattens. This is because growth companies often have a relative advantage over typically smaller value firms by being able to borrow for longer terms. And vice-versa when the curve steepens, growth firms lose this relative advantage and tend to underperform.

The chart below shows the relationship, which was disrupted through the pandemic. Nonetheless, if it re-establishes itself then the curve beginning to durably re-steepen would be a sign growth stocks will start to underperform again, taking the index lower in the process.

Equivalently, a re-acceleration in US inflation (whose timing depends on China’s halting recovery) is more likely to put steepening pressure on the curve as the Fed has to balance economic growth more with inflation risks. Given the growth segment’s outperformance is an indication of the market’s intensely relaxed attitude to inflation, its resurgence would be a high risk for sending growth stocks lower.

Tyler Durden Wed, 05/31/2023 - 13:20

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COVID-19 lockdowns linked to less accurate recollection of event timing

Participants in a survey study made a relatively high number of errors when asked to recollect the timing of major events that took place in 2021, providing…

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Participants in a survey study made a relatively high number of errors when asked to recollect the timing of major events that took place in 2021, providing new insights into how COVID-19 lockdowns impacted perception of time. Daria Pawlak and Arash Sahraie of the University of Aberdeen, UK, present these findings in the open-access journal PLOS ONE on May 31, 2023.

Credit: Arianna Sahraie Photography, CC-BY 4.0 (https://creativecommons.org/licenses/by/4.0/)

Participants in a survey study made a relatively high number of errors when asked to recollect the timing of major events that took place in 2021, providing new insights into how COVID-19 lockdowns impacted perception of time. Daria Pawlak and Arash Sahraie of the University of Aberdeen, UK, present these findings in the open-access journal PLOS ONE on May 31, 2023.

Remembering when past events occurred becomes more difficult as more time passes. In addition, people’s activities and emotions can influence their perception of the passage of time. The social isolation resulting from COVID-19 lockdowns significantly impacted people’s activities and emotions, and prior research has shown that the pandemic triggered distortions in people’s perception of time.

Inspired by that earlier research and clinical reports that patients have become less able to report accurate timelines of their medical conditions, Pawlak and Sahraie set out to deepen understanding of the pandemic’s impact on time perception.

In May 2022, the researchers conducted an online survey in which they asked 277 participants to give the year in which several notable recent events occurred, such as when Brexit was finalized or when Meghan Markle joined the British royal family. Participants also completed standard evaluations for factors related to mental health, including levels of boredom, depression, and resilience.

As expected, participants’ recollection of events that occurred further in the past was less accurate. However, their perception of the timing of events that occurred in 2021—one year prior to the survey—was just an inaccurate as for events that occurred three to four years earlier. In other words, many participants had difficulty recalling the timing of events coinciding with COVID-19 lockdowns.

Additionally, participants who made more errors in event timing were also more likely to show greater levels of depression, anxiety, and physical mental demands during the pandemic, but had less resilience. Boredom was not significantly associated with timeline accuracy.

These findings are similar to those previously reported for prison inmates. The authors suggest that accurate recollection of event timing requires “anchoring” life events, such as birthday celebrations and vacations, which were lacking during COVID-19 lockdowns.

The authors add: “Our paper reports on altered timescapes during the pandemic. In a landscape, if features are not clearly discernible, it is harder to place objects/yourself in relation to other features. Restrictions imposed during the pandemic have impoverished our timescape, affecting the perception of event timelines. We can recall that events happened, we just don’t remember when.

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In your coverage please use this URL to provide access to the freely available article in PLOS ONE: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0278250

Citation: Pawlak DA, Sahraie A (2023) Lost time: Perception of events timeline affected by the COVID pandemic. PLoS ONE 18(5): e0278250. https://doi.org/10.1371/journal.pone.0278250

Author Countries: UK

Funding: The authors received no specific funding for this work.


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Hyro secures $20M for its AI-powered, healthcare-focused conversational platform

Israel Krush and Rom Cohen first met in an AI course at Cornell Tech, where they bonded over a shared desire to apply AI voice technologies to the healthcare…

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Israel Krush and Rom Cohen first met in an AI course at Cornell Tech, where they bonded over a shared desire to apply AI voice technologies to the healthcare sector. Specifically, they sought to automate the routine messages and calls that often lead to administrative burnout, like calls about scheduling, prescription refills and searching through physician directories.

Several years after graduating, Krush and Cohen productized their ideas with Hyro, which uses AI to facilitate text and voice conversations across the web, call centers and apps between healthcare organizations and their clients. Hyro today announced that it raised $20 million in a Series B round led by Liberty Mutual, Macquarie Capital and Black Opal, bringing the startup’s total raised to $35 million.

Krush says that the new cash will be put toward expanding Hyro’s go-to-market teams and R&D.

“When we searched for a domain that would benefit from transforming these technologies most, we discovered and validated that healthcare, with staffing shortages and antiquated processes, had the greatest need and pain points, and have continued to focus on this particular vertical,” Krush told TechCrunch in an email interview.

To Krush’s point, the healthcare industry faces a major staffing shortfall, exacerbated by the logistical complications that arose during the pandemic. In a recent interview with Keona Health, Halee Fischer-Wright, CEO of Medical Group Management Association (MGMA), said that MGMA’s heard that 88% of medical practices have had difficulties recruiting front-of-office staff over the last year. By another estimates, the healthcare field has lost 20% of its workforce.

Hyro doesn’t attempt to replace staffers. But it does inject automation into the equation. The platform is essentially a drop-in replacement for traditional IVR systems, handling calls and texts automatically using conversational AI.

Hyro can answer common questions and handle tasks like booking or rescheduling an appointment, providing engagement and conversion metrics on the backend as it does so.

Plenty of platforms do — or at least claim to. See RedRoute, a voice-based conversational AI startup that delivers an “Alexa-like” customer service experience over the phone. Elsewhere, there’s Omilia, which provides a conversational solution that works on all platforms (e.g. phone, web chat, social networks, SMS and more) and integrates with existing customer support systems.

But Krush claims that Hyro is differentiated. For one, he says, it offers an AI-powered search feature that scrapes up-to-date information from a customer’s website — ostensibly preventing wrong answers to questions (a notorious problem with text-generating AI). Hyro also boasts “smart routing,” which enables it to “intelligently” decide whether to complete a task automatically, send a link to self-serve via SMS or route a request to the right department.

A bot created using Hyro’s development tools. Image Credits: Hyro

“Our AI assistants have been used by tens of millions of patients, automating conversations on various channels,” Krush said. “Hyro creates a feedback loop by identifying missing knowledge gaps, basically mimicking the operations of a call center agent. It also shows within a conversation exactly how the AI assistant deduced the correct response to a patient or customer query, meaning that if incorrect answers were given, an enterprise can understand exactly which piece of content or dataset is labeled incorrectly and fix accordingly.”

Of course, no technology’s perfect, and Hyro’s likely isn’t an exception to the rule. But the startup’s sales pitch was enough to win over dozens of healthcare networks, providers and hospitals as clients, including Weill Cornell Medicine. Annual recurring revenue has doubled since Hyro went to market in 2019, Krush claims.

Hyro’s future plans entail expanding to industries adjacent to healthcare, including real estate and the public sector, as well as rounding out the platform with more customization options, business optimization recommendations and “variety” in the AI skills that Hyro supports.

“The pandemic expedited digital transformation for healthcare and made the problems we’re solving very clear and obvious (e.g. the spike in calls surrounding information, access to testing, etc.),” Krush said. “We were one of the first to offer a COVID-19 virtual assistant that deployed in under 48 hours based on trusted information from the health system and trusted resources such as the CDC and World Health Organization …. Hyro is well funded, with good growth and momentum, and we’ve always managed a responsible budget, so we’re actually looking to expand and gather more market share while competitors are slowing down.”

Hyro secures $20M for its AI-powered, healthcare-focused conversational platform by Kyle Wiggers originally published on TechCrunch

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