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Amazon Web Services logo at the Web Summit in Lisbon.

Henrique Casinhas | Sopa Images | Lightrocket | Getty Images

Just as the periodic table is foundational to chemistry and the Human Genome Project revolutionized modern genetics, researchers at the Allen Institute for Brain Science have teamed up with Amazon Web Services to create what could become a “transformative” new resource for the field of neuroscience. 

AWS on Wednesday announced its technology will support the Allen Institute as it builds a map of the human brain, called the Brain Knowledge Platform. This platform, the first of its kind, is designed to be a complete reference of individual cells in the brain, and should eventually serve as the world’s largest open source brain cell database. 

To build the new platform, the Allen Institute is using single cell genomics technologies. Researchers measure the genes used by individual brain cells to create a “cell fingerprint,” and cells with similar fingerprints will be grouped into “cell types,” resulting in a high-resolution map of the entire brain. 

Once the reference is complete, scientists should better understand links between genetics and different cognitive functions. Researchers believe the platform could provide insights into why diseases like Alzheimer’s and Parkinson’s occur. 

“This really is like the periodic table for the brain,” Dr. Ed Lein, senior investigator at the Allen Institute for Brain Science, said Wednesday during a presentation about the platform in Washington, D.C. “It’s revealed in dramatically higher complexity than we’ve ever had access to before.”

The Allen Institute is a nonprofit research institute based in Seattle, Washington. It’s made up of a number of different institutes, including one that focuses on neuroscience, and is perhaps best known for creating a number of different large-scale data resources.  

But even though the Allen Institute is no stranger to data, there are hundreds of billions of cells in the brain — so creating a reference like the Brain Knowledge Platform means researchers will have to contend with massive amounts of data. 

“We’re just running into these enormous, enormous problems of data size,” Lein said during a briefing with reporters Wednesday. “The scale of data just keeps getting bigger and bigger.”

As such, the Allen Institute is leveraging AWS’ cloud computing and machine learning to standardize and consolidate complex brain data into one place. 

When carrying out research involving genetics and imaging, scientists are often working with petabytes and even exabytes of data. Dr. Rowland Illing, director of international public sector health at AWS, said at the briefing that consuming 40 petabytes of data would require someone to watch 4k video for 24 hours a day, seven days a week, for 100 years. 

The amount of data available to researchers is expected to keep growing in coming years, but Lein said there is also a lot of existing brain data in the neuroscience field. The problem, he said, is that much of it is disorganized and decentralized, which makes it difficult for researchers to access. 

The Allen Institute plans to use AWS’ technology to successfully interpret this disparate data even if it’s stored across different formats and locations, which Lein said will hopefully further democratize access to knowledge and bring parts of the neuroscience community together. 

“While this is really in its early phases now, the goal of the Brain Knowledge Platform is to transform this fragmented landscape of neuroscience information into a unified ecosystem,” he said.

The Allen Institute will work to build the Brain Knowledge Platform over the next five years. Lein said it is still in its early phases, but the potential for the tech is immense. 

“If we can do this, imagine the impact on the field,” he said. “We can unify the disparate parts of the field that can’t talk to one another at the moment. We can accelerate our understanding of brain function, as well as new approaches for treating diseases.”

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Tesla must pay portion of $329 million in damages after fatal Autopilot crash, jury says

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Tesla must pay portion of 9 million in damages after fatal Autopilot crash, jury says

A jury in Miami has determined that Tesla should be held partly liable for a fatal 2019 Autopilot crash, and must compensate the family of the deceased and an injured survivor a portion of $329 million in damages.

Tesla’s payout is based on $129 million in compensatory damages, and $200 million in punitive damages against the company.

The jury determined Tesla should be held 33% responsible for the fatal crash. That means the automaker would be responsible for about $42.5 million in compensatory damages. In cases like these, punitive damages are typically capped at three times compensatory damages.

The plaintiffs’ attorneys told CNBC on Friday that because punitive damages were only assessed against Tesla, they expect the automaker to pay the full $200 million, bringing total payments to around $242.5 million.

Tesla said it plans to appeal the decision.

Attorneys for the plaintiffs had asked the jury to award damages based on $345 million in total damages. The trial in the Southern District of Florida started on July 14.

The suit centered around who shouldered the blame for the deadly crash in Key Largo, Florida. A Tesla owner named George McGee was driving his Model S electric sedan while using the company’s Enhanced Autopilot, a partially automated driving system.

While driving, McGee dropped his mobile phone that he was using and scrambled to pick it up. He said during the trial that he believed Enhanced Autopilot would brake if an obstacle was in the way. His Model S accelerated through an intersection at just over 60 miles per hour, hitting a nearby empty parked car and its owners, who were standing on the other side of their vehicle.

Naibel Benavides, who was 22, died on the scene from injuries sustained in the crash. Her body was discovered about 75 feet away from the point of impact. Her boyfriend, Dillon Angulo, survived but suffered multiple broken bones, a traumatic brain injury and psychological effects.

“Tesla designed Autopilot only for controlled access highways yet deliberately chose not to restrict drivers from using it elsewhere, alongside Elon Musk telling the world Autopilot drove better than humans,” Brett Schreiber, counsel for the plaintiffs, said in an e-mailed statement on Friday. “Tesla’s lies turned our roads into test tracks for their fundamentally flawed technology, putting everyday Americans like Naibel Benavides and Dillon Angulo in harm’s way.”

Following the verdict, the plaintiffs’ families hugged each other and their lawyers, and Angulo was “visibly emotional” as he embraced his mother, according to NBC.

Here is Tesla’s response to CNBC:

“Today’s verdict is wrong and only works to set back automotive safety and jeopardize Tesla’s and the entire industry’s efforts to develop and implement life-saving technology. We plan to appeal given the substantial errors of law and irregularities at trial.

Even though this jury found that the driver was overwhelmingly responsible for this tragic accident in 2019, the evidence has always shown that this driver was solely at fault because he was speeding, with his foot on the accelerator – which overrode Autopilot – as he rummaged for his dropped phone without his eyes on the road. To be clear, no car in 2019, and none today, would have prevented this crash.

This was never about Autopilot; it was a fiction concocted by plaintiffs’ lawyers blaming the car when the driver – from day one – admitted and accepted responsibility.”

The verdict comes as Musk, Tesla’s CEO, is trying to persuade investors that his company can pivot into a leader in autonomous vehicles, and that its self-driving systems are safe enough to operate fleets of robotaxis on public roads in the U.S.

Tesla shares dipped 1.8% on Friday and are now down 25% for the year, the biggest drop among tech’s megacap companies.

The verdict could set a precedent for Autopilot-related suits against Tesla. About a dozen active cases are underway focused on similar claims involving incidents where Autopilot or Tesla’s FSD— Full Self-Driving (Supervised) — had been in use just before a fatal or injurious crash.

The National Highway Traffic Safety Administration initiated a probe in 2021 into possible safety defects in Tesla’s Autopilot systems. During the course of that investigation, Tesla made changes, including a number of over-the-air software updates.

The agency then opened a second probe, which is ongoing, evaluating whether Tesla’s “recall remedy” to resolve issues with the behavior of its Autopilot, especially around stationary first responder vehicles, had been effective.

The NHTSA has also warned Tesla that its social media posts may mislead drivers into thinking its cars are capable of functioning as robotaxis, even though owners manuals say the cars require hands-on steering and a driver attentive to steering and braking at all times.

A site that tracks Tesla-involved collisions, TeslaDeaths.com, has reported at least 58 deaths resulting from incidents where Tesla drivers had Autopilot engaged just before impact.

Read the jury’s verdict below.

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Crypto wobbles into August as Trump’s new tariffs trigger risk-off sentiment

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Crypto wobbles into August as Trump's new tariffs trigger risk-off sentiment

A screen showing the price of various cryptocurrencies against the US dollar displayed at a Crypto Panda cryptocurrency store in Hong Kong, China, on Monday, Feb. 3, 2025. 

Lam Yik | Bloomberg | Getty Images

The crypto market slid Friday after President Donald Trump unveiled his modified “reciprocal” tariffs on dozens of countries.

The price of bitcoin showed relative strength, hovering at the flat line while ether, XRP and Binance Coin fell 2% each. Overnight, bitcoin dropped to a low of $114,110.73.

The descent triggered a wave of long liquidations, which forces traders to sell their assets at market price to settle their debts, pushing prices lower. Bitcoin saw $172 million in liquidations across centralized exchanges in the past 24 hours, according to CoinGlass, and ether saw $210 million.

Crypto-linked stocks suffered deeper losses. Coinbase led the way, down 15% following its disappointing second-quarter earnings report. Circle fell 4%, Galaxy Digital lost 2%, and ether treasury company Bitmine Immersion was down 8%. Bitcoin proxy MicroStrategy was down by 5%.

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Bitcoin falls below $115,000

The stock moves came amid a new wave of risk off sentiment after President Trump issued new tariffs ranging between 10% and 41%, triggering worries about increasing inflation and the Federal Reserve’s ability to cut interest rates. In periods of broad based derisking, crypto tends to get hit as investors pull out of the most speculative and volatile assets. Technical resilience and institutional demand for bitcoin and ether are helping support their prices.

“After running red hot in July, this is a healthy strategic cooldown. Markets aren’t reacting to a crisis, they’re responding to the lack of one,” said Ben Kurland, CEO at crypto research platform DYOR. “With no new macro catalyst on the horizon, capital is rotating out of speculative assets and into safer ground … it’s a calculated pause.”

Crypto is coming off a winning month but could soon hit the brakes amid the new macro uncertainty, and in a month usually characterized by lower trading volumes and increased volatility. Bitcoin gained 8% in July, according to Coin Metrics, while ether surged more than 49%.

Ether ETFs saw more than $5 billion in inflows in July alone (with just a single day of outflows of $1.8 million on July 2), bringing it’s total cumulative inflows to $9.64 to date. Bitcoin ETFs saw $114 million in outflows in the final trading session of July, bringing its monthly inflows to about $6 billion out of a cumulative $55 billion.

Don’t miss these cryptocurrency insights from CNBC Pro:

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Google has dropped more than 50 DEI-related organizations from its funding list

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Google has dropped more than 50 DEI-related organizations from its funding list

Google CEO Sundar Pichai gestures to the crowd during Google’s annual I/O developers conference in Mountain View, California, on May 20, 2025.

David Paul Morris | Bloomberg | Getty Images

Google has purged more than 50 organizations related to diversity, equity and inclusion, or DEI, from a list of organizations that the tech company provides funding to, according to a new report.

The company has removed a total of 214 groups from its funding list while adding 101, according to a new report from tech watchdog organization The Tech Transparency Project. The watchdog group cites the most recent public list of organizations that receive the most substantial contributions from Google’s U.S. Government Affairs and Public Policy team.

The largest category of purged groups were DEI-related, with a total of 58 groups removed from Google’s funding list, TTP found. The dropped groups had mission statements that included the words “diversity, “equity,” “inclusion,” or “race,” “activism,” and “women.” Those are also terms the Trump administration officials have reportedly told federal agencies to limit or avoid.

In response to the report, Google spokesperson José Castañeda told CNBC that the list reflects contributions made in 2024 and that it does not reflect all contributions made by other teams within the company.

“We contribute to hundreds of groups from across the political spectrum that advocate for pro-innovation policies, and those groups change from year to year based on where our contributions will have the most impact,” Castañeda said in an email.

Organizations that were removed from Google’s list include the African American Community Service Agency, which seeks to “empower all Black and historically excluded communities”; the Latino Leadership Alliance, which is dedicated to “race equity affecting the Latino community”; and Enroot, which creates out-of-school experiences for immigrant kids. 

The organization funding purge is the latest to come as Google began backtracking some of its commitments to DEI over the last couple of years. That pull back came due to cost cutting to prioritize investments into artificial intelligence technology as well as the changing political and legal landscape amid increasing national anti-DEI policies.

Over the past decade, Silicon Valley and other industries used DEI programs to root out bias in hiring, promote fairness in the workplace and advance the careers of women and people of color — demographics that have historically been overlooked in the workplace.

However, the U.S. Supreme Court’s 2023 decision to end affirmative action at colleges led to additional backlash against DEI programs in conservative circles.

President Donald Trump signed an executive order upon taking office in January to end the government’s DEI programs and directed federal agencies to combat what the administration considers “illegal” private-sector DEI mandates, policies and programs. Shortly after, Google’s Chief People Officer Fiona Cicconi told employees that the company would end DEI-related hiring “aspirational goals” due to new federal requirements and Google’s categorization as a federal contractor.

Despite DEI becoming such a divisive term, many companies are continuing the work but using different language or rolling the efforts under less-charged terminology, like “learning” or “hiring.”

Even Google CEO Sundar Pichai maintained the importance diversity plays in its workforce at an all-hands meeting in March.

“We’re a global company, we have users around the world, and we think the best way to serve them well is by having a workforce that represents that diversity,” Pichai said at the time.

One of the groups dropped from Google’s contributions list is the National Network to End Domestic Violence, which provides training, assistance, and public awareness campaigns on the issue of violence against women, the TTP report found. The group had been on Google’s list of funded organizations for at least nine years and continues to name the company as one of its corporate partners.

Google said it still gave $75,000 to the National Network to End Domestic Violence in 2024 but did not say why the group was removed from the public contributions list.

WATCH: Alphabet’s valuation remains highly attractive, says Evercore ISI’s Mark Mahaney

Alphabet's valuation remains highly attractive, says Evercore ISI's Mark Mahaney

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