SAs historic legislation obtained enough votes to pass in the U.S. Senate, divisions among online child safety advocates have emerged. Some former opponents of the bill have been swayed by amendments and now lend their support. However, its staunchest critics are demanding further changes.
The Kids Online Safety Act (Kosa), introduced over two years ago, garnered 60 supporters in the Senate by mid-February. Despite this, numerous human rights groups continue to vehemently oppose the bill, highlighting the ongoing discord among experts, legislators, and activists over how to ensure the safety of young people in the digital realm.
“The Kids Online Safety Act presents our best chance to tackle the harmful business model of social media, which has resulted in the loss of far too many young lives and contributed to a mental health crisis,” stated Josh Golin, executive director of Fair, a children’s online safety organization.
Critics argue that the amendments made to the bill do not sufficiently address their concerns. Aliya Bhatia, a policy analyst at the Center for Democratic Technology, expressed, “A one-size-fits-all approach to child safety is insufficient in protecting children. This bill operates on the assumption of a consensus regarding harmful content types and designs, which does not exist. Such a belief hampers the ability of young people to freely engage online, impeding their access to the necessary communities.”
What is the Kids Online Safety Act?
The Xhosa bill, spearheaded by Connecticut Democrat Richard Blumenthal and Tennessee Republican Marsha Blackburn, represents a monumental shift in U.S. tech legislation. The bill mandates platforms like Instagram and TikTok to mitigate online risks through alterations to their designs and the ability to opt out of algorithm-based recommendations. Enforcement would necessitate more profound changes to social networks compared to current regulations.
Initially introduced in 2022, the bill elicited an open letter signed by over 90 human rights organizations vehemently opposing it. The coalition argued that the bill could enable conservative state attorneys general, who determine harmful content, to restrict online resources and information concerning LGBTQ+ youth and individuals seeking reproductive health care. They cautioned that the bill could potentially be exploited for censorship.
Many of us have felt some amount of stress over the past few years. Exhibit A for me is my teeth. A recent trip to the dentist confirmed that I had been clenching my jaw for months due to the pandemic. This was the result of the normal stress of deadlines, compounded by the demands of two young children, four of whom had broken bones.
A broken tooth is a small fry. Last year, the American Psychological Association Two-thirds of people in the US report feeling more stressed due to the pandemic, found, and predicted “a mental health crisis that could have serious health and social consequences for years to come.” Increased risks of diabetes, depression, and cardiovascular disease are all associated with high stress levels. Just thinking about it makes me feel stressed.
But maybe we just need to think about stress differently. At least, that's the surprising conclusion of researchers studying the mind-body relationship. They say there are natural benefits to feeling stressed, and if we change the way we “think about stress,” we can turn things around and make stress have a positive impact on our lives. maybe. Fortunately, there are some simple hacks that can help you do this, and you can expect to see improved physical health, clarity of thought, increased mental strength, and increased productivity. Masu.
There's no denying that too much stress can have a negative impact on your body and mind. In the West, it has been linked to all six major causes of death: cancer, heart disease, liver disease, accidents, lung disease, and suicide. Your immune system may be weakened, making you more susceptible to infections and less infectious.
A new study reveals that a spatiotemporal substitution method used to predict species responses to climate change inaccurately predicts the effects of warming on ponderosa pines. This finding suggests that this method may be unreliable in predicting species’ future responses to changes in climate. Credit: SciTechDaily.com
A new study involving researchers at the University of Arizona suggests that changes are happening faster than trees can adapt. The discovery is a “warning to ecologists” studying climate change.
As the world warms and the climate changes, life will migrate, adapt, or become extinct. For decades, scientists have introduced certain methods to predict how things will happen. seed We will survive this era of great change. But new research suggests that method may be misleading or producing false results.
Flaws in prediction methods revealed
Researchers at the University of Arizona and team members from the U.S. Forest Service and Brown University found that this method (commonly referred to as spatiotemporal replacement) shows how a tree called the ponderosa pine, which is widespread in the western United States, grows. I discovered something that I couldn’t predict accurately. We have actually responded to global warming over the past few decades. This also means that other studies that rely on displacement in space and time may not accurately reflect how species will respond to climate change in coming decades.
The research team collected and measured growth rings of ponderosa pine trees from across the western United States, dating back to 1900, to determine how trees actually grow and how models predict how trees will respond to warming. We compared.
A view of ponderosa and Jeffrey pine forests from Verdi Mountain near Truckee, California.Credit: Daniel Perrette
“We found that substituting time for space produces incorrect predictions in terms of whether the response to warming will be positive or negative,” said study co-author Margaret Evans, an associate professor at the University of Arizona. ” he said. Tree ring laboratory. “With this method, ponderosa pines are supposed to benefit from warming, but they actually suffer from warming. This is dangerously misleading.”
Their research results were published on December 18th. Proceedings of the National Academy of Sciences. Daniel Perrette, a U.S. Forest Service ORISE fellow, is the lead author and received training in tree-ring analysis through the university’s summer field methods course at the University of Arizona Research Institute. The study was part of his doctoral dissertation at Brown University, and was conducted with Dov Sachs, professor of biogeography and biodiversity and co-author of the paper.
Inaccuracies in space and time substitutions
This is how space and time permutation works. All species occupy a range of favorable climatic conditions. Scientists believe that individuals growing at the hottest end of their range could serve as an example of what will happen to populations in cooler locations in a warmer future.
The research team found that ponderosa pine trees grow at a faster rate in warmer locations. Therefore, under the spatial and temporal displacement paradigm, this suggests that the situation should improve as the climate warms at the cold end of the distribution.
“But the tree-ring data doesn’t show that,” Evans said.
However, when the researchers used tree rings to assess how individual trees responded to changes in temperature, they found that ponderosa was consistently negatively affected by temperature fluctuations.
“If it’s a warmer-than-average year, they’re going to have smaller-than-average growth rings, so warming is actually bad for them, and that’s true everywhere,” she says.
The researchers believe this may be happening because trees are unable to adapt quickly enough to a rapidly changing climate.
An individual tree and all its growth rings are a record of that particular tree’s genetics exposed to different climatic conditions from one year to the next, Evans said. But how a species responds as a whole is the result of a slow pace of evolutionary adaptation to the average conditions in a particular location that are different from those elsewhere. Similar to evolution, the movement of trees that are better adapted to changing temperatures could save species, but climate change is happening too quickly, Evans said.
Rainfall effects and final thoughts
Beyond temperature, the researchers also looked at how trees responded to rainfall. They confirmed that, even across time and space, more water is better.
“These spatially-based predictions are really dangerous because spatial patterns reflect the end point after a long period in which species have had the opportunity to evolve, disperse, and ultimately sort themselves across the landscape. Because we do,” Evans said. “But that’s not how climate change works. Unfortunately, trees are in a situation where they are changing faster than they can adapt and are actually at risk of extinction. This is a warning to ecologists. .”
References: “Species responses to spatial climate change do not predict responses to climate change,” by Daniel L. Perrett, Margaret EK Evans, and Dov F. Sachs, December 18, 2023. Proceedings of the National Academy of Sciences. DOI: 10.1073/pnas.2304404120
Funding: Brown University Department of Ecology, Evolution, and Organismal Biology, Brown Institute for the Environment and Society, American Philosophical Society Lewis and Clark Expeditionary and Field Research Fund, Department of Agriculture Forest Service Pacific Northwest Research Station, Department of Energy Oak Ridge Science Institute Education , NSF Macrosystems Biology
Baris Guzel He is an engineer with experience working at top investment banks and venture capital firms.he is a partner of BMW i VenturesAs a director and observer, he led investments and supported many companies.
brian way I am an associate of BMW i Venturesfocuses on early-to-growth stage investments in B2B applications and infrastructure software, industrial automation, mobility, and sustainability. Prior to joining BMW i Ventures, Brian was a strategy consultant at his KPMG Strategy.
Until recently, many Startups have prioritized growth at all costs, disregarding profitability and sustainability to acquire users and leverage deep venture capital to dominate markets. However, recent market conditions have shifted towards ‘lean growth’, which balances growth and profitability and creates a path to sustainable scale-up.
As investors, we focus on identifying efficient growth in a company’s early stages. What are the early indicators of long-term success and efficient growth of a startup? To find the answer to this question, we use a variety of analyses, some of which we will discuss in this article .
As investors, we leverage cohort analysis to uncover the mechanisms of growth, retention, and sales efficiency.
Given the different ways LTV can be calculated, the lack of steady-state churn data, and the estimates of LTV/CAC calculations, it’s possible that we don’t know the true meaning of what drives customer acquisition and retention for businesses. There is a gender. Given the shortcomings of LTV/CAC calculations, we suggest using cohort analysis to plot how long it takes to recoup the initial sales and marketing spend to acquire each cohort .
The flaws in using LTV/CAC — why use cohorts to measure sales efficiency?
Before getting into the analysis, I would like to explain why commonly used metrics can be misleading. Investors often evaluate a company’s go-to-market engine by its LTV/CAC (lifetime value/customer acquisition cost) metric, but this metric is not important for early-stage companies for several reasons. This often happens.
There are too many ways to calculate LTV.
Churn rates are not stable enough to accurately predict a customer’s lifetime. As an early-stage company, your customer churn rate will fluctuate as you pursue product-market fit. If the product improves over time by adding features that address customer needs, we would expect the churn rate to decrease. Despite product improvements, there are external factors beyond a company’s control, such as macro headwinds, that can drive higher churn rates.
There is a time discrepancy in this ratio. LTV/CAC relates today’s sales and marketing spend to a customer’s future discounted cash flows, which are essentially estimates. For example, using metrics collected during the COVID-19 outbreak to predict the future may result in inaccurate predictions.
What is a cohort? Why is it important?
Cohort analysis is a method of evaluating a business by classifying customers into groups (cohorts) from different points of acquisition and observing how they behave over a defined period of time. Tracked behaviors include the number of orders placed, amount spent, and number of features used over a period of time.
This analysis can be applied to various business models such as SaaS, FinTech, and even marketplaces (at the time, we used this analysis to conduct our analysis) ride-hailing company).Cohort analysis is valuable in looking at specific variables over time This allows you to understand the business story regarding revenue, acquisition costs, and churn within a single cohort and across cohorts.
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