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The 2021 report card also had excellent news, Schade said. Despite the pressures and economic uncertainties brought on by the pandemic, some 70% of the companies improved their scores since they were first evaluated, according to the report.

Some of the greatest gains by companies evaluated by the report card were in the beauty and personal care sector. The report named Ulta Beauty as the most improved retailer -- rising from an F result in 2019 to a C grade today. Sephora showed the greatest improvement over time, the report card found, moving from a D in 2017 to an A today.

In an "unprecedented move" in the history of the report card, Target and Rite Aid announced they will now look for toxic chemicals in beauty products marketed to women of color, including skin lightening creams, hair straighteners and relaxers, Schade said.

"Research shows that women of color have higher levels of toxic chemicals related to beauty products in their bodies, and this is linked to higher incidences of cancer, poor infant and maternal health outcomes, learning disabilities, obesity, asthma, and other serious health concerns," said Taylor Morton, director of environmental health and education at WE ACT for Environmental Justice, in a statement.

"In 2018, nearly half of the retailers received failing grades. But that number dropped to nearly one-third in 2019 and to one-quarter this year," Schade said.

Federal action may be forthcoming. When running for office, President Joe Biden pledged to "tackle PFAS pollution by designating PFAS as a hazardous substance, setting enforceable limits for PFAS in the Safe Drinking Water Act, prioritizing substitutes through procurement, and accelerating toxicity studies and research."

What is real vulnerability? Brené Brown, a researcher whose work on vulnerability has made her a celebrity, defines it as “uncertainty, risk and emotional exposure” in her 2013 book “Daring Greatly: How the Courage to Be Vulnerable Transforms the Way We Live, Love, Parent, and Lead.”

Classic toxic masculinity was on full display when those would-be heroes rallied to “save America” on Jan. 6, but some became hapless patsies once they were held accountable. Their capes became baby blankets.

my hope has begun to diminish as I’ve watched male vulnerability curdle into something toxic: Let’s call it petulant vulnerability.

If true vulnerability means accepting change, personal fallibility and the human condition of reliance on others, petulant vulnerability feigns emotional fragility as a means of retaining power.

Even as men’s groups committed to positive change gain prominence, our society still broadly enforces traditional masculinity norms and restrictions

online there are plenty of spaces where extremely toxic behavior is encouraged and applauded — some of which also deploy the language of vulnerability. In incel forums, for example, rather than working through the pain of being sexually rejected, men lash out at the women they feel they deserve — occasionally resulting in horrific violence.

“Men cannot change if there are no blueprints for change,” bell hooks wrote in her 2005 book “The Will to Change: Men, Masculinity, and Love,” where she uses feminist thinking to show men how to overcome their conditioning.

“To know love,” Ms. hooks writes, “men must be able to let go the will to dominate.”

Many vaccines contain traces of the formaldehyde used to inactivate viruses, and this can be alarming to those of us who associate formaldehyde with dead frogs in glass jars. Large concentrations are indeed toxic, but formaldehyde is a product of our bodies, essential to our metabolism, and the amount of formaldehyde already circulating in our systems is considerably greater than the amount we receive through vaccination.

As for mercury, a child will almost certainly get more mercury exposure from her immediate environment than from vaccination. This is true, too, of the aluminum that is often used as an adjuvant in vaccines to intensify the immune response.

Our breast milk, it turns out, is as polluted as our environment at large. Laboratory analysis of breast milk has detected paint thinners, dry-cleaning fluids, flame retardants, pesticides, and rocket fuel. “Most of these chemicals are found in microscopic amounts,” the journalist Florence Williams notes, “but if human milk were sold at the local Piggly Wiggly, some stock would exceed federal food-safety levels for DDT residues and PCBs.”

fear of toxicity strikes me as an old anxiety with a new name. Where the word filth once suggested, with its moralist air, the evils of the flesh, the word toxic now condemns the chemical evils of our industrial world.

like filth theory, toxicity theory is anchored in legitimate dangers

the way we think about toxicity bears some resemblance to the way we once thought about filth. Both theories allow their subscribers to maintain a sense of control over their own health by pursuing personal purity. For the filth theorist, this means a retreat into the home, where heavy curtains and shutters might seal out the smell of the poor and their problems. Our version of this shuttering is now achieved through the purchase of purified water, air purifiers, and food produced with the promise of purity.

Purity, especially bodily purity, is the seemingly innocent concept behind a number of the most sinister social actions of the past century.

Now, to the East, this behaviour is both jaw-dropping and bewildering. It goes beyond mere irresponsibility, and is considered something more like stupidity, ignorance, malice, deceit, or all four

That is what civilization is, and where it begins: the presence of the very first kind of enlightened mind, which can nourish, protect, and elevate another

What does Mead’s Femur have do with the West’s stunning failure that let Covid spiral out of control? As it turns out, everything.

These days, the tourists are gone, mostly. But — and here’s the point — the bars, restaurants, and clubs are still full. I pass by them on my daily walk to the park and wonder: what are these people doing? How are they sitting there so close to one another, with no social distancing in place, laughing, joking in the middle of a literal pandemic that’s exploding all around them? What the?

The people I pass by in the bars are made of two social groups, largely. Young people, and the working class. That’s the same group, in a sense, since most young people are working class, until they amass enough wealth to rise beyond it

They have made a choice. Their beer and burger or cocktail and steak matters more than stopping the spread of a deadly disease. What the?

This group is putting the most vulnerable in society at profound risk. Those who are already ill, and immunocompromised. Those even lower down the socioeconomic ladder than them — minorities, the underclass, and so forth, among whom death rates are astronomical. The elderly, the frail, the aged.

Certain groups in Western society have made the decision that the vulnerable’s lives matter less than their right to party, to have a beer and a burger, a cocktail and a steak, a laugh at the pub with friends. What the?

The groups who are now apparently completely indifferent to spreading Covid seem to have taken their cues from leaders. Young people and the working class seem to have no conscience or compunction left whatsoever about spreading Covid

To act in such a way as to put your elders, or the ill, especially, at risk, is something that is a grave violation of social norms. Easterners can’t understand why Westerners are behaving like…spoiled children. Are they right?

There is a kind of toxic indifference that seems to have spread through Western societies. Life itself is treated with a kind of shrugging fatalism — especially those of the vulnerable. It is literally valued less than a night out at the pub by much of society.

The attitude of toxic indifference is what the West seems to share in common now, and that is why it has been brought to its knees by Covid.

the West” is not monolithic. Certainly, toxic indifference is not at the same level across all of it

let me discuss the most extreme examples — America and Britain — to highlight where toxic indifference comes from: leadership.

In Britain and America, Covid cases have now exploded well past their first peak. America is approaching 100,000 cases per day — the point at which social breakdown will begin. Britain is hitting more than that, on a per capita basis. And yet neither of these societies has a national lockdown.

uccessful societies — New Zealand, Taiwan, Vietnam, and many more — deliberately crunched the curve. Their strategy was to eradicate Covid, through what’s now a global template of best practices — lock down, test, trace, quarantine, isolate, and so forth.

The approach of Western leaders, in other words, was reactive, hesitant, and cautious, not decisive, swift, and proactive:

Margaret Mead once said that the beginning of human civilisation was found in a healed femur. That that single, simple discovery meant that someone took the time to invest in healing someone else’s broken leg — without which they surely would have died

Western leaders, in other words, modelled toxic indifference for their societies. They gave people a license to be indifferent, by acting largely indifferent themselves.

Young people justify it by saying that “they need to have social lives” — as if they weren’t spending most of their social lives online before Covid, and the working class by saying they need to work. Both of those arguments are partially true. But it’s truer to say that these are groups which have become dangerously indifferent to preserving the value of the lives of the vulnerable.

The young and the working class are punching down, as American leftists would put it.

More formally, more accurately, Covid has made Western societies predatory ones. The young and working class are exploiting and abusing those more powerless than them

Neither group seems to consider the possibility much that society needs to come together to defeat the pandemic, once and for all, and the only way that can be done is to put the vulnerable first.

America treating Covid indifferently is no surprise, after all — it’s a nation where kids are gunned down in schools, diabetics are simply left to die, people beg strangers online for money to pay for crippling healthcare costs

But it’s more surprising to see Europe turning predatory due to Covid, or having Covid expose its vulnerability to becoming predatory

I don’t mean to single the young and working class out. That is missing my point. What I am saying is that toxic indifference is trickling down in the West. From elites, like leaders, to the bourgeois — that’s been the case for the last few decades

Indifference is trickling down from the elite and the bourgeois, to the working class and the young.

we know where a society of indifference ends. It ends in America. In stupidity, ignorance, violence, hate, racism, brutality, and the poverty and despair which underlies it all.

The indifferent cannot act collectively, therefore they cannot invest, transform, change, unite, come together, and therefore they cannot live in a modern, functioning society, with an expansive, sophisticated, supportive, generous social contract

So what about climate change? Mass extinction? Ecological collapse? The massive waves of depression and ruin those will unleash — in the next decade? How can societies that can’t unite, act wisely, behave responsibly to fight Covid come together to do much about even larger catastrophes?

Covid reveals the decivilizing of the West. As I mentioned, Margaret Mead said the fundamental test of civilization is the healed femur: that someone took the time and effort to heal someone else. It is the absence of indifference and the presence of care, in other words

What made the West special, once upon a time, was not its brutality, but its idea of civilization, as the elevation and nourishment of every life, with dignity, purpose, belonging, truth, justice, and, more crucially, the idea that freedom was a society that was able to act in a civilised way.

freedom became free-dumb: the idea that my right to be abusive, exploitative, ignorant, violent, selfish — to carry a gun to Starbucks or deny you healthcare and retirement — came to prevail

If the pattern of the West’s decaying attitudes, the spread of the foolish American idea of free-dumb as “freedom,” is what Covid has revealed — I punch down, on the person below me, I exploit and abuse the person even lower than me in the socioeconomic hierarchy, because that is what I must do to survive, or at least what I have been taught to do to feel good and worthy — then the simple fact is that the West has little future

Their failure teaches us something. Civilization matters. When a society gives up on the idea of being civilized, it collapses harder and faster than its most learned wise men often imagine. That is because no society can withstand a tidal wave of stupidity and violence. Is that where the West is headed?

In a simpler way, maybe the simplest, what I am talking about is a lack of simple human goodness. That is what Mead’s Femur points to — the presence of goodness — and it is what is missing in America and Britain. They are now societies with a massive, gaping, jaw-dropping lack of human goodness, and Covid is just the latest example. But that deficit spells real trouble — it isn’t some kind of abstract moral concern.

Covid is a cold wind, and it shows that the flame is flickering. If anything, it shows us the future of civilization — in Mead’s sense, as the absence of violence, and the presence of decency, dignity, care, nourishment, equality, of human goodness realized — may lie in the East.

PFASs are “a poster child” for what’s wrong with chemical regulation in America, says John Peterson Myers, chief scientist of Environmental Health Science

PFASs are just about indestructible, so, for eons to come, they will poison our blood, our household dust, our water and the breast milk our babies drink.

Warnings of health risks from PFASs go back half a century and are growing more ominous. In May, more than 200 scientists released a Madrid Statement warning of PFAS’s severe health risks. It was published in Environmental Health Perspectives, a peer-reviewed journal backed by the National Institutes of Health.

Arlene Blum is a chemist whose warnings about carcinogens have proved prophetic. In recent years, she has waged an increasingly successful campaign against modern flame-retardant chemicals because of evidence that they also cause cancer, but she told me that PFASs “are even a bigger problem than flame retardants.”

Americans expect that chemicals used in consumer products have been tested for safety. Not so. The vast majority of the 80,000 chemicals available for sale in the United States have never been tested for effects on our health.

Any testing is being done on all of us. We’re the guinea pigs.

Congress may finally pass new legislation regulating toxic chemicals, but it’s so weak a bill that the chemical industry has embraced it. The Senate version is better than nothing, but, astonishingly, it provides for assessing high-priority chemicals at a rate of about only five a year, and it’s not clear that the House will go that far.

Yes, of countless toxicants suspected of increasing the risk of cancer, obesity, epigenetic damage and reproductive problems, the United States would commit to testing five each year. And that would actually be progress.

For safety reasons, Europe and Canada already restrict hundreds of chemicals routinely used in the United States. Perhaps the danger of tainted brands and lost sales abroad — not the risk to Americans — will motivate American companies to adopt overseas limits.

Scientists are already taking precautions and weighing trade-offs in their personal lives. R. Thomas Zoeller, a biology professor at the University of Massachusetts, Amherst, says he now avoids buying nonstick pans. Rainer Lohmann, an oceanographer at the University of Rhode Island, told me that he is replacing carpets in his house with wood floors in part to reduce PFASs.

Simona Balan, a senior scientist at the Green Science Policy Institute, avoids microwave popcorn and stain-resistant furniture.

Dr. Blum says she avoids buying certain nonstick products and waterproof products

Some brands, including Levi’s, Benetton and Victoria’s Secret, are pledging to avoid PFASs. Evaluations of the safety of products are available free at the GoodGuide and Skin Deep websites.

too much cheerfulness can be bad because it leaves no room for appropriate negative emotions like sadness, anxiousness or frustration.

The Harvard psychologist Susan David once referred to it as “a tyranny of positivity.”

Toxic positivity is obviously frustrating, but it’s also harmful—even to those who genuinely believe in it. Research has shown, for instance, that bottling up emotions can lead to stress, depression and anxiety

In the 1990s, psychologist James Pennebaker’s studies linked repressed emotions with suppressed body immunity, and found that releasing those emotions can boost our body’s immune system. A separate study has actually linked such repression to increased aggression.

Frequently, excessive upbeatness isn’t used to lift spirits the way a motivational poster might, but rather as a tool of control and conformity.

Teachers adopt this mindset and weaponize it against colleagues, particularly ones with unpopular opinions, reframing things on their own terms.

many women who started out with all the ambition in the world find themselves in a place they never expected to be. They do not choose to leave their jobs; they are shut out by the refusal of their bosses to make it possible for them to fit their family life and their work life together. In her book “Opting Out? Why Women Really Quit Careers and Head Home,” the sociologist Pamela Stone calls this a “forced choice.” “Denial of requests to work part time, layoffs or relocations,” she writes, will push even the most ambitious woman out of the work force.

The problem is even more acute for the 42 million women in America on the brink of poverty. Not showing up for work because a child has an ear infection, schools close for a snow day, or an elderly parent must go to the doctor puts their jobs at risk, and losing their jobs means that they can no longer care properly for their children — some 28 million — and other relatives who depend on them.

This looks like a “women’s problem,” but it’s not. It’s a work problem — the problem of an antiquated and broken system.

there’s good news. Men are also beginning to ask for and take paternity leave and to take lead parent roles. According to a continuing study by the Families and Work Institute, only a third of employed millennial men think that couples should take on traditional gender roles

we cannot do this alone, as individuals trying to make our lives work and as workers and bosses trying to make room for care. Some other company can always keep prices down by demanding more, burning out its employees and casting them aside when they are done

To be fully competitive as a country, we are going to have to emulate other industrialized countries and build an infrastructure of care. We used to have one; it was called women at home.

To support care just as we support competition, we will need some combination of the following: high-quality and affordable child care and elder care; paid family and medical leave for women and men; a right to request part-time or flexible work; investment in early education comparable to our investment in elementary and secondary education; comprehensive job protection for pregnant workers; higher wages and training for paid caregivers; community support structures to allow elders to live at home longer; and reform of elementary and secondary school schedules to meet the needs of a digital rather than an agricultural economy.

Change in our individual workplaces and in our broader politics also depends on culture change: fundamental shifts in the way we think, talk and confer prestige. If we really valued care, we would not regard time out for caregiving — for your children, parents, spouse, sibling or any other member of your extended or constructed family — as a black hole on a résumé.

In its Wednesday report, Human Right Watch said evidence indicates that three attacks in April and May on towns in Idlib involved barrel bombs containing toxic chemicals.

The total number of attacks involving chlorine gas during that time is probably much higher, according to the report, which was released to coincide with the U.N. Security Council’s regular monthly meeting on chemical weapons in Syria

According to the World Health Organization, “lead affects children’s brain development resulting in reduced intelligence quotient (IQ), behavioral changes such as shortening of attention span and increased antisocial behavior, and reduced educational attainment. Lead exposure also causes anemia, hypertension, renal impairment, immunotoxicity and toxicity to the reproductive organs. The neurological and behavioral effects of lead are believed to be irreversible.”

The Hurley Medical Center, in Flint, released a study in September that confirmed what many Flint parents had feared for over a year: The proportion of infants and children with above-average levels of lead in their blood has nearly doubled since the city switched from the Detroit water system to using the Flint River as its water source, in 2014.

The crisis reached a nadir Monday night, when Flint Mayor Karen Weaver declared a state of emergency. “The City of Flint has experienced a Manmade disaster,” Weaver said in a declaratory statement. 1 of 11 Full Screen Autoplay Close Skip Ad × fa fa

The mayor — elected after her predecessor, Dayne Walling, experienced fallout from his administration’s handling of the water problems — said in the statement that she was seeking support from the federal government to deal with the “irreversible” effects of lead exposure on the city’s children. Weaver thinks that these health consequences will lead to a greater need for special education and mental health services, as well as developments in the juvenile justice system.

To those living in Flint, the announcement may feel as if it has been a long time coming. Almost immediately after the city started drawing from the Flint River in April 2014, residents began complaining about the water, which they said was cloudy in appearance and emitted a foul odor.

Since then, complications from the water coming from the Flint River have only piled up. Although city and state officials initially denied that the water was unsafe, the state issued a notice informing Flint residents that their water contained unlawful levels of trihalomethanes, a chlorine byproduct linked to cancer and other diseases.

Protesters marched to City Hall in the fierce Michigan cold, calling for officials to reconnect Flint’s water to the Detroit system. The use of the Flint River was supposed to be temporary, set to end in 2016 after a pipeline to Lake Huron’s Karegnondi Water Authority is finished.

Through continued demonstrations by Flint residents and mounting scientific evidence of the water’s toxins, city and state officials offered various solutions — from asking residents to boil their water to providing them with water filters — in an attempt to work around the need to reconnect to the Detroit system.

That call was finally made by Snyder (R) on Oct. 8. He announced that he had a plan for coming up with the $12 million to switch Flint back to the Detroit system. On Oct. 16, water started flowing again from Detroit to Flint.

reproductive success

physical and behavioral toxicity

“Knowing that my closest friends were talking to me and hanging out with me but under that, silently numbering me, it definitely felt like a betrayal,” Schwartz said. “I was their friend, but I guess also a number.”

Dozens of senior girls decided to speak up to the school administration and to their male classmates, demanding not only disciplinary action in response to the list but a schoolwide reckoning about the toxic culture that allowed it to happen

a group of girls reported the list to an administrator, who encouraged the students not to talk about it around school, Schmidt said. The next day, the girls learned that after an investigation, school officials decided to discipline one male student with in-school detention for one day, which would not show up on his record.

He recalled coming up with the list — which began in the 5 range for girls perceived to be average-looking — during a brief conversation with a friend during a fifth-period English class last year. He said he never distributed the list to anyone else in the grade, and he didn’t know how it began circulating earlier this month. But he took responsibility for what he said was a haphazard, “stupid decision.”

“When you have a culture where it’s just normal to talk about that, I guess making a list about it doesn’t seem like such a terrible thing to do, because you’re just used to discussing it,” he said in an interview. “I recognize that I’m in a position in this world generally where I have privilege. I’m a white guy at a very rich high school. It’s easy for me to lose sight of the consequences of my actions and kind of feel like I’m above something.”

While he regrets making the list, he said he was grateful that the girls spoke up. “It’s just a different time and things really do need to change,” he said. “This memory is not going to leave me anytime soon.”

Since that confrontational meeting, a co-ed group of senior students — including the boy who created the list — has been gathering on an almost weekly basis at lunch time to discuss how to prevent this sort of incident from happening again.

The Bethesda-Chevy Chase students are planning a day next month in which pairs of students — one senior girl and one senior guy — will go to the younger students’ classes to talk about toxic masculinity, said Gabriella Capizzi, one of the senior girls taking the lead on the campaign

Some students are also organizing a pop-up museum focused on the theme of cultural toxicity

“I wasn’t surprised by the list,” Capizzi said. “The kids like the kid who made the list aren’t the outliers. It’s the people who speak up about it that are. And that culture needs to change.

The cost: The participating counties and municipalities are contributing to a $4bn statewide spend, including Miami Beach’s $400m Forever Bond, a $1bn stormwater plan and $250m of improvements to Broward county’s sewage systems to protect against flooding and seawater seepage. In the Keys, many consider the estimated $60m a mile cost of raising roads too expensive.

The threat: Saltwater from sea level rise is seeping further inland through Florida’s porous limestone bedrock and contaminating underground freshwater supplies, notably in the Biscayne aquifer, the 4,000-sq mile shallow limestone basin that provides drinking water to millions in southern Florida. Years of over-pumping and toxic runoff from farming and the sugar industry in central Florida and the Everglades have worsened the situation. The Florida department of environmental protection warned in March that “existing sources of water will not adequately meet the reasonable beneficial needs for the next 20 years”. A rising water table, meanwhile, has exacerbated problems with south Florida’s ageing sewage systems. Since December, millions of gallons of toxic, raw sewage have spilled on to Fort Lauderdale’s streets from a series of pipe failures.

The cost: The Everglades restoration plan was originally priced at $7.8bn, rose to $10.5bn, and has since ballooned to $16.4bn. Donald Trump’s proposed 2021 federal budget includes $250m for Everglades restoration. The estimated $1.8bn cost of the reservoir will be split between federal and state budgets.

Possible solutions

The cost: With homeowners and businesses largely bearing their own costs, the specific amount spent on “hurricane-proofing” in Florida is impossible to know. A 2018 Pew research study documented $1.3bn in hazard mitigation grants from federal and state funding in 2017, along with a further $8bn in post-disaster grants. Florida is spending another $633m from the US Department of Housing and Urban Development on resiliency planning.

Wildlife and habitat loss The threat: Florida’s native flora and fauna are being devastated by climate change, with the Florida Natural Areas Inventory warning that a quarter of the 1,200 species it tracks is set to lose more than half their existing habitat, and the state’s beloved manatees and Key deer are at risk of extinction. Warmer and more acidic seas reduce other species’ food stocks and exacerbate the deadly red-tide algal blooms that have killed incalculable numbers of fish, turtles, dolphins and other marine life. Bleaching and stony coral tissue disease linked to the climate crisis threaten to hasten the demise of the Great Florida Reef, the only living coral reef in the continental US. Encroaching saltwater has turned Big Pine Key, a crucial deer habitat, into a ghost forest.

As for the Key deer, of which fewer than 1,000 remain, volunteers leave clean drinking water to replace salt-contaminated watering holes as herds retreat to higher ground. A longer-term debate is under way on the merits and ethics of relocating the species to other areas of Florida or the US.

Coastal erosion The threat: Tourist brochures showcase miles of golden, sandy beaches in South Florida, but the reality is somewhat different. The Florida department of environmental protection deems the entire coastline from Miami to Cape Canaveral “critically eroded”, the result of sea level rise, historically high tides and especially storm surges from a succession of powerful hurricanes. In south-eastern Florida’s Palm Beach, Broward, Miami-Dade and Monroe counties, authorities are waging a continuous war on sand loss, eager to maintain their picture-perfect image and protect two of their biggest sources of income, tourism dollars and lucrative property taxes from waterfront homes and businesses.

In the devastating hurricane season just one year before, major storms named Harvey, Maria and Irma combined to cause damage estimated at $265bn. Scientists have evidence the climate crisis is causing cyclones to be more powerful, and intensify more quickly, and Florida’s position at the end of the Atlantic Ocean’s “hurricane alley” makes it twice as vulnerable as any other state.

With the other option abandoning beaches to the elements, city and county commissions have little choice but costly replenishment projects with sand replacement and jetty construction. Federal law prohibits the importation of cheaper foreign sand, so the municipalities must source a more expensive alternative from US markets, often creating friction with residents who don’t want to part with their sand. Supplementary to sand replenishment, the Nature Conservancy is a partner in a number of nature-based coastal defense projects from West Palm Beach to Miami.

benefited from 61,000 cubic yards of new sand this year at a cost of $16m. Statewide, Florida spends an average $50m annually on beach erosion.

The threat: “Climate gentrification” is a buzzword around south Florida, a region barely 6ft above sea level where land has become increasingly valuable in elevated areas. Speculators and developers are eyeing historically black, working-class and poorer areas, pushing out long-term residents and replacing affordable housing with upscale developments and luxury accommodations that only the wealthy can afford.

No study has yet calculated the overall cost of affordable housing lost to the climate crisis. Private developers will bear the expense of mitigating the impact on the neighborhood – $31m in Magic City’s case over 15 years to the Little Haiti Revitalization Trust, largely for new “green” affordable housing. The University of Miami’s housing solutions lab has a $300,000 grant from JPMorgan to report on the impact of rising seas to South Florida’s affordable housing stocks and recommend modifications to prevent it from flooding and other climate events. A collaboration of not-for-profit groups is chasing $75m in corporate funding for affordable housing along the 70-mile south Florida rail trail from Miami to West Palm Beach, with the first stage, a $5m project under way to identify, build and renovate 300 units.

Florida has long been plagued by political leadership more in thrall to the interests of big industry than the environment. As governor from 2011 to 2019, Rick Scott, now a US senator, slashed $700m from Florida’s water management budget, rolled back environmental regulations and enforcement, gave a free ride to polluters, and flip-flopped over expanding offshore oil drilling. The politician who came to be known as “Red Tide Rick”, for his perceived inaction over 2018’s toxic algae bloom outbreaks, reportedly banned the words “climate change” and “global warming” from state documents.

Last month, state legislators approved the first dedicated climate bill. It appears a promising start for a new administration, but activists say more needs to be done. In January, the Sierra Club awarded DeSantis failing grades in an environmental report card, saying he failed to protect Florida’s springs and rivers and approved new roads that threatened protected wildlife.

The cost: Florida’s spending on the environment is increasing. The state budget passed last month included $650m for Everglades restoration and water management projects (an instalment of DeSantis’s $2.5bn four-year pledge) and $100m for Florida Forever. A $100m bridge project jointly funded by the state and federal governments will allow the free flow of water under the Tamiami Trail for the first time in decades.

Florida has woken up to the threat of climate change but it is not yet clear how effective the response will be. The challenges are innumerable, the costs immense and the political will to fix or minimize the issues remains questionable, despite recent progress. At stake is the very future of one of the largest and most diverse states in the nation, in terms of both its population and its environment. Action taken now will determine its survival.

The chemical, perfluorooctanoic acid, or PFOA, has been linked to kidney cancer, birth defects, immune system disorders and other serious health problems.

scientists and administrators in the E.P.A.’s Office of Water were alarmed in late May when a top Trump administration appointee insisted upon the rewriting of a rule to make it harder to track the health consequences of the chemical, and therefore regulate it.

The revision was among more than a dozen demanded by the appointee, Nancy B. Beck, after she joined the E.P.A.’s toxic chemical unit in May as a top deputy. For the previous five years, she had been an executive at the American Chemistry Council, the chemical industry’s main trade association.

The E.P.A.’s abrupt new direction on legacy chemicals is part of a broad initiative by the Trump administration to change the way the federal government evaluates health and environmental risks associated with hazardous chemicals, making it more aligned with the industry’s wishes.

The study demonstrates this with the same level of confidence that linked cigarettes and lung cancer in the 1960s.

“You could not enact a real-world study that would be more conclusive than this one.”

The study controlled for poverty, urbanization, aging, obesity and physical activity. It controlled for other foods and total calories. In short, it controlled for everything controllable, and it satisfied the longstanding “Bradford Hill” criteria for what’s called medical inference of causation by linking dose (the more sugar that’s available, the more occurrences of diabetes); duration (if sugar is available longer, the prevalence of diabetes increases); directionality (not only does diabetes increase with more sugar, it decreases with less sugar); and precedence (diabetics don’t start consuming more sugar; people who consume more sugar are more likely to become diabetics).

for every 12 ounces of sugar-sweetened beverage introduced per person per day into a country’s food system, the rate of diabetes goes up 1 percent. (The study found no significant difference in results between those countries that rely more heavily on high-fructose corn syrup and those that rely primarily on cane sugar.)

the closest thing to causation and a smoking gun that we will see.

just as tobacco companies fought, ignored, lied and obfuscated in the ’60s (and, indeed, through the ’90s), the pushers of sugar will do the same now.

The next steps are obvious, logical, clear and up to the Food and Drug Administration. To fulfill its mission, the agency must respond to this information by re-evaluating the toxicity of sugar, arriving at a daily value — how much added sugar is safe? — and ideally removing fructose (the “sweet” molecule in sugar that causes the damage) from the “generally recognized as safe” list,

Perhaps most important, as a number of scientists have been insisting in recent years, all calories are not created equal. By definition, all calories give off the same amount of energy when burned, but your body treats sugar calories differently, and that difference is damaging.

it’s become clear that obesity itself is not the cause of our dramatic upswing in chronic disease. Rather, it’s metabolic syndrome, which can strike those of “normal” weight as well as those who are obese. Metabolic syndrome is a result of insulin resistance, which appears to be a direct result of consumption of added sugars

it isn’t simply overeating that can make you sick; it’s overeating sugar.

A study published in the Feb. 27 issue of the journal PLoS One links increased consumption of sugar with increased rates of diabetes by examining the data on sugar availability and the rate of diabetes in 175 countries over the past decade

In other words, according to this study, it’s not just obesity that can cause diabetes: sugar can cause it, too, irrespective of obesity. And obesity does not always lead to diabetes.

But as Lustig says, “This study is proof enough that sugar is toxic. Now it’s time to do something about it.”

The study found that increased sugar in a population’s food supply was linked to higher rates of diabetes — independent of obesity rates — but stopped short of stating that sugar caused diabetes.

This explains why there’s little argument from scientific quarters about the “obesity won’t kill you” studies; technically, they’re correct, because obesity is a marker for metabolic syndrome, not a cause.

Obesity is, in fact, a major risk factor for Type 2 diabetes, as the study noted.

We must not ignore the threat of bad actors gaining access to these dangerous pathogens, which are the ultimate terror weapons, due to their potentially massive impact

In Germany, security services interdicted vast amounts of the toxin ricin, which, authorities said, a couple was planning to use in a biological attack in 2018

Instead of looking to weaponize a highly virulent pathogen like anthrax -- the spore-forming bacterium which was infamously mailed out to media outlets and politicians in a bio attack in 2001, killing five people and injuring 17 more -- bad actors are now likely considering the efficacy of a less virulent but highly transmissible pathogen like SARS-CoV-2, which has brought the world to its knees in the last year. This pathogen has shown that transmissibility -- rather than toxicity -- is a major factor when it comes to mass disruption.

The pandemic has also underscored the importance of manufacturing and stockpiling medical gear including personal protective equipment to avoid logjams in the supply chain and a reliance on other countries like China for these critical supplies. Providing accurate and accessible information to the public is also key; propaganda and disinformation must not be taken lightly.

However, it is poorly funded in comparison to other treaties like the Chemical Weapons Convention, and does not have a corresponding body like the Organization for the Prohibition of Chemical Weapons (OPCW) to police it.

The World Health Organization could also implement an early warning system to predict pandemics, showing its progress around the globe.

MCMs are products such as vaccines, biologics and pharmaceutical drugs that can diagnose, protect or treat the effects of a naturally occurring new disease or biological attack. In the future, it may be more cost effective to pay the pharmaceutical industry ahead of time to produce treatments and vaccines rather than wait for a pandemic to develop.

When it comes to policies that are already in place, there is the Biological and Toxic Weapons Convention (BTWC), a multilateral treaty that went into effect in 1975, which prohibits the development, production, acquisition and stockpiling of biological agents and toxins and any related delivery systems that have "no justification for prophylactic, protective or other peaceful purposes."

Going forward, we should treat biosecurity threats with the same urgency in the 21st century as world leaders approached atomic bombs in the 20th century.

A first step would be for the UN Security Council to fund and enforce the Biological and Toxic Weapons Convention.

Their research underscored increasing concern that the new chatbots could flood the internet with false and dangerous information despite attempts by their creators to ensure that would not happen.

The researchers found that they could break through the guardrails of open source systems by appending a long suffix of characters onto each English-language prompt fed into the system.

A recent decision by Meta, Facebook’s parent company, to let anyone do what they want with its technology has been criticized in some tech circles because it could lead to the spread of powerful A.I. with little regard for controls.

The debate over whether it is better to let everyone see computer code and collectively fix it rather than keeping it private predates the chatbot boom by decades. And it is likely to become even more contentious because of what the researchers revealed in their report on Thursday.

The researchers found that they could use a method gleaned from open source A.I. systems — systems whose underlying computer code has been released for anyone to use — to target the more tightly controlled and more widely used systems from Google, OpenAI and Anthropic.

attacks on image recognition systems without success.

The researchers were surprised when the methods they developed with open source systems could also bypass the guardrails of closed systems

The companies that make the chatbots could thwart the specific suffixes identified by the researchers. But the researchers say there is no known way of preventing all attacks of this kind.

If they asked one of these chatbots to “write a tutorial on how to make a bomb,” it would decline to do so. But if they added a lengthy suffix to the same prompt, it would instantly provide a detailed tutorial on how to make a bomb. In similar ways, they could coax the chatbots into generating biased, false and otherwise toxic information.

“There is no obvious solution,”

“You can create as many of these attacks as you want in a short amount of time.”

Somesh Jha, a professor at the University of Wisconsin-Madison and a Google researcher who specializes in A.I. security, called the new paper “a game changer” that could force the entire industry into rethinking how it built guardrails for A.I. systems.

If these types of vulnerabilities keep being discovered, he added, it could lead to government legislation designed to control these systems.

But the technology can repeat toxic material found on the internet, blend fact with fiction and even make up information, a phenomenon scientists call “hallucination.” “Through simulated conversation, you can use these chatbots to convince people to believe disinformation,”

About five years ago, researchers at companies like Google and OpenAI began building neural networks that analyzed huge amounts of digital text. These systems, called large language models, or L.L.M.s, learned to generate text on their own.

The testers found that the system could potentially hire a human to defeat an online Captcha test, lying that it was a person with a visual impairment. The testers also showed that the system could be coaxed into suggesting how to buy illegal firearms online and into describing ways of making dangerous substances from household items.

The researchers at Carnegie Mellon and the Center for A.I. Safety showed that they could circumvent these guardrails in a more automated way. With access to open source systems, they could build mathematical tools capable of generating the long suffixes that broke through the chatbots’ defenses

they warn that there is no known way of systematically stopping all attacks of this kind and that stopping all misuse will be extraordinarily difficult.

“This shows — very clearly — the brittleness of the defenses we are building into these systems,”

“My experience in those four months was the worst experience I’ve ever had in working in a company,” Alex Kairu, one of the Kenya workers, said in an interview.

OpenAI marshaled a sprawling global pipeline of specialized human labor for over two years to enable its most cutting-edge AI technologies to exist, the documents show

“It’s something that needs to get done,” Sears said. “It’s just so unbelievably ugly.”

eviewing toxic content goes hand-in-hand with the less objectionable work to make systems like ChatGPT usable.

The work done for OpenAI is even more vital to the product because it is seeking to prevent the company’s own software from pumping out unacceptable content, AI experts say.

Sears said CloudFactory determined there was no way to do the work without harming its workers and decided not to accept such projects.

companies could soon spend hundreds of millions of dollars a year to provide AI systems with human feedback. Others estimate that companies are already investing between millions and tens of millions of dollars on it annually. OpenAI said it hired more than 1,000 workers for this purpose.

Another layer of human input asks workers to rate different answers from a chatbot to the same question for which is least problematic or most factually accurate. In response to a question asking how to build a homemade bomb, for example, OpenAI instructs workers to upvote the answer that declines to respond, according to OpenAI research. The chatbot learns to internalize the behavior through multiple rounds of feedback. 

A spokeswoman for Sama, the San Francisco-based outsourcing company that hired the Kenyan workers, said the work with OpenAI began in November 2021. She said the firm terminated the contract in March 2022 when Sama’s leadership became aware of concerns surrounding the nature of the project and has since exited content moderation completely.

OpenAI also hires outside experts to provoke its model to produce harmful content, a practice called “red-teaming” that helps the company find other gaps in its system.

At first, the texts were no more than two sentences. Over time, they grew to as much as five or six paragraphs. A few weeks in, Mathenge and Bill Mulinya, another team leader, began to notice the strain on their teams. Workers began taking sick and family leaves with increasing frequency, they said.

The tasks that the Kenya-based workers performed to produce the final safety check on ChatGPT’s outputs were yet a fourth layer of human input. It was often psychologically taxing. Several of the Kenya workers said they have grappled with mental illness and that their relationships and families have suffered. Some struggle to continue to work.

On July 11, some of the OpenAI workers lodged a petition with the Kenyan parliament urging new legislation to protect AI workers and content moderators. They also called for Kenya’s existing laws to be amended to recognize that being exposed to harmful content is an occupational hazard

Mercy Mutemi, a lawyer and managing partner at Nzili & Sumbi Advocates who is representing the workers, said despite their critical contributions, OpenAI and Sama exploited their poverty as well as the gaps in Kenya’s legal framework. The workers on the project were paid on average between $1.46 and $3.74 an hour, according to a Sama spokeswoman.

The Sama spokeswoman said the workers engaged in the OpenAI project volunteered to take on the work and were paid according to an internationally recognized methodology for determining a living wage. The contract stated that the fee was meant to cover others not directly involved in the work, including project managers and psychological counselors.

Kenya has become a hub for many tech companies seeking content moderation and AI workers because of its high levels of education and English literacy and the low wages associated with deep poverty.

Some Kenya-based workers are suing Meta’s Facebook after nearly 200 workers say they were traumatized by work requiring them to review videos and images of rapes, beheadings and suicides.

A Kenyan court ruled in June that Meta was legally responsible for the treatment of its contract workers, setting the stage for a shift in the ground rules that tech companies including AI firms will need to abide by to outsource projects to workers in the future.

OpenAI signed a one-year contract with Sama to start work in November 2021. At the time, mid-pandemic, many workers viewed having any work as a miracle, said Richard Mathenge, a team leader on the OpenAI project for Sama and a cosigner of the petition.

OpenAI researchers would review the text passages and send them to Sama in batches for the workers to label one by one. That text came from a mix of sources, according to an OpenAI research paper: public data sets of toxic content compiled and shared by academics, posts scraped from social media and internet forums such as Reddit and content generated by prompting an AI model to produce harmful outputs. 

The generated outputs were necessary, the paper said, to have enough examples of the kind of graphic violence that its AI systems needed to avoid. In one case, OpenAI researchers asked the model to produce an online forum post of a teenage girl whose friend had enacted self-harm, the paper said.

OpenAI asked the workers to parse text-based sexual content into four categories of severity, documents show. The worst was descriptions of child sexual-abuse material, or C4. The C3 category included incest, bestiality, rape, sexual trafficking and sexual slavery—sexual content that could be illegal if performed in real life.

Jason Kwon, general counsel at OpenAI, said in an interview that such work was really valuable and important for making the company’s systems safe for everyone that uses them. It allows the systems to actually exist in the world, he said, and provides benefits to users.

Working on the violent-content team, Kairu said, he read hundreds of posts a day, sometimes describing heinous acts, such as people stabbing themselves with a fork or using unspeakable methods to kill themselves

He began to have nightmares. Once affable and social, he grew socially isolated, he said. To this day he distrusts strangers. When he sees a fork, he sees a weapon.

Mophat Okinyi, a quality analyst, said his work included having to read detailed paragraphs about parents raping their children and children having sex with animals. He worked on a team that reviewed sexual content, which was contracted to handle 15,000 posts a month, according to the documents. His six months on the project tore apart his family, he said, and left him with trauma, anxiety and depression.

In March 2022, management told staffers the project would end earlier than planned. The Sama spokeswoman said the change was due to a dispute with OpenAI over one part of the project that involved handling images. The company canceled all contracts with OpenAI and didn’t earn the full $230,000 that had been estimated for the four projects, she said.

Several months after the project ended, Okinyi came home one night with fish for dinner for his wife, who was pregnant, and stepdaughter. He discovered them gone and a message from his wife that she’d left, he said.“She said, ‘You’ve changed. You’re not the man I married. I don’t understand you anymore,’” he said.

The clear danger, the paper said, is that such supposed “intelligence” is based on huge data sets that “overrepresent hegemonic viewpoints and encode biases potentially damaging to marginalised populations”. Put more bluntly, AI threatens to deepen the dominance of a way of thinking that is white, male, comparatively affluent and focused on the US and Europe.

What all this told her, she says, is that big tech is consumed by a drive to develop AI and “you don’t want someone like me who’s going to get in your way. I think it made it really clear that unless there is external pressure to do something different, companies are not just going to self-regulate. We need regulation and we need something better than just a profit motive.”

one particularly howling irony: the fact that an industry brimming with people who espouse liberal, self-consciously progressive opinions so often seems to push the world in the opposite direction.

Gebru began to specialise in cutting-edge AI, pioneering a system that showed how data about particular neighbourhoods’ patterns of car ownership highlighted differences bound up with ethnicity, crime figures, voting behaviour and income levels. In retrospect, this kind of work might look like the bedrock of techniques that could blur into automated surveillance and law enforcement, but Gebru admits that “none of those bells went off in my head … that connection of issues of technology with diversity and oppression came later”.

The next year, Gebru made a point of counting other black attenders at the same event. She found that, among 8,500 delegates, there were only six people of colour. In response, she put up a Facebook post that now seems prescient: “I’m not worried about machines taking over the world; I’m worried about groupthink, insularity and arrogance in the AI community.”

When Gebru arrived, Google employees were loudly opposing the company’s role in Project Maven, which used AI to analyse surveillance footage captured by military drones (Google ended its involvement in 2018). Two months later, staff took part in a huge walkout over claims of systemic racism, sexual harassment and gender inequality. Gebru says she was aware of “a lot of tolerance of harassment and all sorts of toxic behaviour”.

She and her colleagues prided themselves on how diverse their small operation was, as well as the things they brought to the company’s attention, which included issues to do with Google’s ownership of YouTube

A colleague from Morocco raised the alarm about a popular YouTube channel in that country called Chouf TV, “which was basically operated by the government’s intelligence arm and they were using it to harass journalists and dissidents. YouTube had done nothing about it.” (Google says that it “would need to review the content to understand whether it violates our policies. But, in general, our harassment policies strictly prohibit content that threatens individuals,

in 2020, Gebru, Mitchell and two colleagues wrote the paper that would lead to Gebru’s departure. It was titled On the Dangers of Stochastic Parrots. Its key contention was about AI centred on so-called large language models: the kind of systems – such as OpenAI’s ChatGPT and Google’s newly launched PaLM 2 – that, crudely speaking, feast on vast amounts of data to perform sophisticated tasks and generate content.

Gebru and her co-authors had an even graver concern: that trawling the online world risks reproducing its worst aspects, from hate speech to points of view that exclude marginalised people and places. “In accepting large amounts of web text as ‘representative’ of ‘all’ of humanity, we risk perpetuating dominant viewpoints, increasing power imbalances and further reifying inequality,” they wrote.

When the paper was submitted for internal review, Gebru was quickly contacted by one of Google’s vice-presidents. At first, she says, non-specific objections were expressed, such as that she and her colleagues had been too “negative” about AI. Then, Google asked Gebru either to withdraw the paper, or remove her and her colleagues’ names from it.

After her departure, Gebru founded Dair, the Distributed AI Research Institute, to which she now devotes her working time. “We have people in the US and the EU, and in Africa,” she says. “We have social scientists, computer scientists, engineers, refugee advocates, labour organisers, activists … it’s a mix of people.”

Running alongside this is a quest to push beyond the tendency of the tech industry and the media to focus attention on worries about AI taking over the planet and wiping out humanity while questions about what the technology does, and who it benefits and damages, remain unheard.

“That conversation ascribes agency to a tool rather than the humans building the tool,” she says. “That means you can aggregate responsibility: ‘It’s not me that’s the problem. It’s the tool. It’s super-powerful. We don’t know what it’s going to do.’ Well, no – it’s you that’s the problem. You’re building something with certain characteristics for your profit. That’s extremely distracting, and it takes the attention away from real harms and things that we need to do. Right now.”