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Maybe You’ve Been Making Light Roast Espresso Wrong

Maybe You’ve Been Making Light Roast Espresso Wrong

“You need to realize you’ve already rejected tradition by not getting a dark roast coffee. You’ve embraced modernism,” Hedrick says. “And if you’re going to embrace modernism and reject traditionalism, you must always also reject traditional shot parameters.”

But terrific light roast is possible. There are two ways to go.

You can go traditional—changing your dose and ratios a bit but aiming for a cup with intensity and balance. That’s what I’ve been honing for the past year.

But there’s also a wilder, weirder path: The turbo shot, also called a gusher. Hedrick, following the results of new scientific research from University of Oregon biochemistry professor Christopher Hendon and others, has gone all in on throwing out the entire traditional espresso rulebook in his pursuit of light roast espresso that’s neither sour nor bitter.

Here are two ways of making light roast espresso, and the results.

How to Make a “Traditional” Light Espresso Shot

Some of the knee-jerk advice for light roast espresso was just to keep grinding finer and finer and jack up the temperature on your machine in order to get better extraction.

Problem is, the finer you grind, the more likely you’ll choke your machine. And also the more likely that water will clog up in places and find a path of least resistance through your coffee puck. Which is to say, it’ll “channel” through only some of the coffee, extracting too much from some parts of your coffee puck while under-extracting from other parts. The results will be intense, bitter, and sour. It’ll taste like those early light roast espressos that put me off of light roast espresso.

There’s a different path.

Instead of pretending light roast is dark roast and going finer and finer, you can instead adjust the amount of coffee and water. Use more coffee and pull longer, for more time—and grind fine but not ridiculously fine.

This was the approach used on a recent visit to Sterling Coffee Roasters, one of the few Portland, Oregon, roasters I’ve found that regularly (and expertly) pulls light roast espresso shots. The shop offered up an excellent, cranberry-fruity light roast Ethiopia Bensa Bombe using this method. My barista let a two-ounce shot drag out for 37 seconds until its fruity-acidic flavors mixed with a little bit of backbone, not to mention the flavors of ferment resulting from natural-process beans.

Photograph: Matthew Korfhage

This is the classic approach I’ve arrived at through trial and error, a bit of research, and a lot of conversation with smart baristas:

  • Increase the amount of coffee you use. A darker-roast double shot is often 15 or 18 grams. But going bigger, about 20 grams, can extend the extraction time without having to grind so fine you choke your machine.
  • Increase the water-to-coffee ratio. Standard espresso is a 1:2 ratio. That means if you use 15 grams of espresso, you’ll aim for 30 grams of espresso in your cup. Longer ratios, often called “lungo,” will also help increase extraction by simply running more water through a certain volume of coffee. I often go as long as 1:3, which is about 60 grams (two ounces) for a 20-gram espresso shot.
  • Go a little longer. It’s a long shot, and a lot of coffee. Don’t worry about the “25 to 30 seconds” you’ve been told is the only way to go. Drift a little longer, maybe into the mid-30s or so. You may find a more balanced shot by the end of it.
How to Make Light Roast Espresso According to Chemists

Photograph: Matthew Korfhage

  • Grind only as finely as you need to, but don’t go crazy. Longer shots, and thicker pucks, will offer resistance to the flow of water, without needing powder-fine espresso dust that ends up creating more unpredictable results.
  • Spritz your beans. A recent paper by authors including Hendon showed that there’s real science behind the idea that spritzing water on coffee beans can help reduce static electricity and clumping, leading to more even extraction.
  • Look for natural-process beans, not washed. Most modern beans, until recently, were “washed,” which removes all of the coffee fruit before processing, leading to a more predictable result. But lately, a lot of growers in Latin America and Africa have begun to try out natural process beans, fermenting some of the coffee berry sugars or mucilage. Natural processing, or honey and bourbon processing, can lead to more body, more sweetness, and more complexity. It can also lead to less acidity. The result, in light roast espresso, is coffee that’s not just more balanced but more nuanced, with added earthy notes that can bind the coffee’s flavors into a more organic whole.
  • Use a grinder well-attuned to light roast espresso. Some geometries are better attuned to light-roast beans than others, notes coffee expert Hedrick, largely because light roast beans grind less easily. Hexagonal or pentagonal geometries, with more “points” on the conical burr, tend to have better results. Assuming you’re not on a huge budget, Hedrick recommends the Kingrinder K6 manual grinder that’s also recommended by WIRED. I’ve been using it for months, with good results, to make light roast espresso.
Kingrinder K5, a manual coffee grinder composed of a cylindrical container and a handheld crank

Photograph: Matthew Korfhage

Kingrinder

K6 Manual Coffee Grinder

How to Make a Turbo Espresso Shot, or “Gusher”

Here’s the new-school approach laid out by coffee expert Lance Hedrick, following new findings published in 2020 by coffee scientist Christopher Hendon at the University of Oregon, among others. The turbo espresso shot, also called a gusher, involves up-ending pretty much every assumption about how good espresso is made—grinding coarser for light roast espresso and running a whole lot of water through the puck quickly and at lower pressure.

The result is a fully extracted shot, sometimes even better extracted than a classic one. But the flavor is different: It tends to be sweeter, aromatic, and almost devoid of bitterness.

Crazy, right? Not really. There’s a bit of science behind it, which you can read about in the bottom section of the article. But first, here’s how to make a turbo shot, according to advice from coffee expert Hedrick, who says the best shots he’s pulled all come from this method.

  • Use less beans by volume. Try out a 15-gram double shot to better facilitate flow of water through the puck.
  • Grind coarser. In my own attempts to replicate Hedrick’s method, I’ve found that you need a coarseness a lot closer to the coarsest espresso.
  • Use a high ratio. Try out up to a 1:3 ratio, meaning 45 grams of espresso for 15 grams of coffee.
  • Let it gush. The resulting fast flow will knock out a big shot in 10 to 15 seconds or so, way faster than any traditional espresso.
  • Don’t worry about crema. You’re not going to get the same stable crema you’ll get from robusta-dark-roast Italian beans on traditional methods. But crema is not the most important part of your espresso, and less important to mouthfeel and body than many assume. “Don’t worship crema,” Hedrick says. “In fact, crema is the most bitter part of your espresso.”
  • Don’t neglect your water. Good water means good extraction. Filter your water, of course, which will help keep your machine running longer. But also? Throw a little baking soda in the tank, if you’ve got soft water, and it’ll help reduce the acidity of your espresso.
  • First, adjust yield. Then grind size. Don’t play with your grind first. If your coffee is sour, try running the shot to a higher volume. If bitter, dial it back. You can get more consistent results playing with yield than with grind. (Though, you may also need to adjust your grind.)
  • OK, the pressure thing. Hendon’s research showed best extraction on a turbo shot with 6 bars of pressure, which helps slow water’s path through the puck. But unless you do some modding or hacks on your espresso machine, you probably have a machine designed to pump 9 bars. Is it all for nought? According to Hedrick, it’s probably kinda fine, even if you don’t have a machine that can program lower pressure. With a coarse grind, a fast shot, and fewer grounds, you likely won’t build up 9 bars anyway. Just roll with what tastes good.

The Theory Behind Turbo Espresso Shots

OK, so how does a turbo shot work?

A gusher is exactly what it sounds like. It’s an espresso shot that practically just pours out of the portafilter so it’s over in about 15 seconds, even at high volume—a heresy among traditional espresso people. Conventional wisdom says this shot should taste terrible, underextracted, sour. But magically, it doesn’t. Extraction is in some ways better and more reliable.

How to Make Light Roast Espresso According to Chemists

Photograph: Matthew Korfhage

A turbo shot tastes … kinda sweet, actually.

The idea isn’t just maverick. It’s backed by science. Back in 2020, a few researchers, including University of Oregon chemistry professor Christopher Hendon and Australian barista Michael Cameron, published a research paper that used mathematical modeling to show that a lot of what people had assumed about espresso was just kinda untrue.

Finer grinds don’t necessarily or always mean better extraction, they showed. And the 25-second espresso shot is a tradition … not a scientific certainty. Often, a lot of the unpleasant flavor compounds start to emerge after a mere 20 seconds. But especially, Hendon tells WIRED, grinding more coarsely, and using lower pressure and lower volumes of beans, leads to much more consistency between shots.

“What we were trying to do is find brew parameters that would allow us to make highly reproducible espresso,” he said. What he and his collaborators learned was that if you grind finer, extraction got better, but not forever. At some “critical point,” grinding finer actually led to worse extraction. Coffee clumped up. It clogged. Water actually got less contact with coffee grounds, not more.

If you ground beans more coarsely, and let the water flow longer through lower volumes of beans, you could get more even extraction, they discovered after analysis. This method also offered more repeatability. Using less coffee, and lower pressure, likewise allowed water to spend more time in contact with the coffee grounds—leading to even better extraction.

How to Make Light Roast Espresso According to Chemists

Photograph: Matthew Korfhage

And so, grind coarser. Use less coffee. Use less pressure. Let it gush. Result: excellent extraction of sweet and aromatic compounds. Almost no bitterness. Hedrick tells WIRED that the best shots he’s pulled in recent memory have come using this method.

Hendon figures few would have paid attention to his findings if Hedrick hadn’t taken up the research and run with it—making video after video about the new technique for making what Hedrick now calls “modern” espresso, highlighting a bean’s bright aromatics without all the bitterness. Traditional shots just don’t get the flavors Hedrick wants, and have too many of the bitter flavors he hates.

Now, in the meantime, there are caveats. Hendon published a more recent paper showing that clumping at finer grinds could be avoided if you just spritzed your beans with a bit of water before grinding. (Coffee nerds had been doing this for a while; it just hadn’t been backed up by science.)

Which is to say, while turbo shots are a new and interesting and fun discovery, classic light roast espresso shots can also get good results.

Which Is Better, Classic Light Roast Espresso or Modern Turbo Shots?

Classic light roast espresso shots and turbo shots are both achievable. But note that turbo shots are a lot easier to pull off: Coarser grinds are quite simply more manageable. You’ll get more consistent shots time after time with gushers, Hedrick and Hendon both note.

So, how does a turbo shot taste? It is, on my attempts over the past couple of weeks, not quite as complex as more traditional, longer, finer-ground shots—at least when I’ve attempted them with more traditional 9-bar machines, like the Breville Oracle Jet and the new Meraki espresso machine I’m currently testing.

The combination of coarse grind and fast flow actually end up reminding me somewhat of results from some newer superautomatic espresso machines like the excellent De’Longhi Rivelia. These machines grind coarser and flow faster, and smooth out the edges of traditional shots. The results on my turbo shots were likewise smooth and flavorful, and a bit more sweet, but maybe also a less exciting and eventful ride.

  • Image may contain: Device, Appliance, Electrical Device, Mixer, and Cup
  • Image may contain: Cup, Beverage, Coffee, Coffee Cup, and Espresso

    Photograph: De’Longhi

  • Image may contain: Cup, Beverage, Coffee, and Coffee Cup

    Photograph: Matthew Korfhage

  • Image may contain: Cup

    Photograph: Matthew Korfhage

This said, I’ve also struck intense flavor gold with some turbo shots. And when they were good, the results were shockingly good. I have drunk a 12-second light roast espresso with flavor so round and full it made me question everything I’d previously been told about how good espresso should be made.

The difference between turbo and classic light roast shots is actually, if I’m comparing, a lot like the difference between a new-school hazy IPA and a West Coast IPA. The turbo shot, like a modern hazy IPA, offers more juiciness and less bitterness. Maybe it also offers a little less complexity. But in exchange, it’s an easy, smooth ride across the palate that’s more in line with modern tastes. It’s delicious.

So which do you prefer? Juicy or balanced? Complexity and intensity, or affable aroma and sweetness? A difficult test of espresso mettle, or an easy win? Shoot your shot.

Meet the Experts

  • Lance Hedrick is one of the most-followed coffee industry voices on YouTube, a two-time World Latte Art champion, two-time US Brewers Cup finalist, and director of EU and West Coast wholesale for Onyx Coffee.
  • Christopher Hendon is associate professor of computational materials chemistry at the University of Oregon and has authored or coauthored numerous published works on the chemistry of coffee flavor and extraction.

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Samsung has unveiled a new flexible display technology for foldable phones that’s designed to be slimmer, more durable, and less prone to creasing. The Flex Titanium tech is the culmination of everything that the company has learned over seven generations of foldables, according to Samsung, and will debut with the upcoming Galaxy Z Fold 8 and Galaxy Z Fold 8 Ultra. And since Samsung Display is a long-time Apple supplier, this improved display might even appear in the rumored iPhone foldable expected later this year.

As its name suggests, the Flex Titanium display uses a combination of two titanium-based components to improve strength, flexibility, and slimness. A titanium-alloy film provides structural support from underneath the OLED panel, providing “20 times greater mechanical stiffness” compared to polymer film, and measures about one-third the thickness of an average human hair.

A titanium plate located under the film enables tighter bonding with the display module, improving stability when unfolded while “retaining the flexibility needed to accommodate repeated folding,” according to Samsung. This new display tech will also consume less power and produce “ultra-vivid” display visual resolution.

“Together, these advancements enable a strong foldable display that maximizes content immersion on a seamless screen and reduces crease visibility — all while keeping it slim,” Samsung said in its announcement. “By balancing strength, flexibility and structural stability, Samsung continues to set the bar for foldable displays.”

Further details about the display will be available at Samsung’s Galaxy Unpacked event on July 22nd where Samsung’s latest foldables are expected to be showcased.

#Samsungs #foldable #display #harder #crease #damageFoldable Phones,Mobile,News,Samsung,Tech">Samsung’s new foldable display is harder to crease and damageSamsung has unveiled a new flexible display technology for foldable phones that’s designed to be slimmer, more durable, and less prone to creasing. The Flex Titanium tech is the culmination of everything that the company has learned over seven generations of foldables, according to Samsung, and will debut with the upcoming Galaxy Z Fold 8 and Galaxy Z Fold 8 Ultra. And since Samsung Display is a long-time Apple supplier, this improved display might even appear in the rumored iPhone foldable expected later this year.As its name suggests, the Flex Titanium display uses a combination of two titanium-based components to improve strength, flexibility, and slimness. A titanium-alloy film provides structural support from underneath the OLED panel, providing “20 times greater mechanical stiffness” compared to polymer film, and measures about one-third the thickness of an average human hair.A titanium plate located under the film enables tighter bonding with the display module, improving stability when unfolded while “retaining the flexibility needed to accommodate repeated folding,” according to Samsung. This new display tech will also consume less power and produce “ultra-vivid” display visual resolution.“Together, these advancements enable a strong foldable display that maximizes content immersion on a seamless screen and reduces crease visibility — all while keeping it slim,” Samsung said in its announcement. “By balancing strength, flexibility and structural stability, Samsung continues to set the bar for foldable displays.”Further details about the display will be available at Samsung’s Galaxy Unpacked event on July 22nd where Samsung’s latest foldables are expected to be showcased.#Samsungs #foldable #display #harder #crease #damageFoldable Phones,Mobile,News,Samsung,Tech

Flex Titanium tech is the culmination of everything that the company has learned over seven generations of foldables, according to Samsung, and will debut with the upcoming Galaxy Z Fold 8 and Galaxy Z Fold 8 Ultra. And since Samsung Display is a long-time Apple supplier, this improved display might even appear in the rumored iPhone foldable expected later this year.

As its name suggests, the Flex Titanium display uses a combination of two titanium-based components to improve strength, flexibility, and slimness. A titanium-alloy film provides structural support from underneath the OLED panel, providing “20 times greater mechanical stiffness” compared to polymer film, and measures about one-third the thickness of an average human hair.

A titanium plate located under the film enables tighter bonding with the display module, improving stability when unfolded while “retaining the flexibility needed to accommodate repeated folding,” according to Samsung. This new display tech will also consume less power and produce “ultra-vivid” display visual resolution.

“Together, these advancements enable a strong foldable display that maximizes content immersion on a seamless screen and reduces crease visibility — all while keeping it slim,” Samsung said in its announcement. “By balancing strength, flexibility and structural stability, Samsung continues to set the bar for foldable displays.”

Further details about the display will be available at Samsung’s Galaxy Unpacked event on July 22nd where Samsung’s latest foldables are expected to be showcased.

#Samsungs #foldable #display #harder #crease #damageFoldable Phones,Mobile,News,Samsung,Tech">Samsung’s new foldable display is harder to crease and damage

Samsung has unveiled a new flexible display technology for foldable phones that’s designed to be slimmer, more durable, and less prone to creasing. The Flex Titanium tech is the culmination of everything that the company has learned over seven generations of foldables, according to Samsung, and will debut with the upcoming Galaxy Z Fold 8 and Galaxy Z Fold 8 Ultra. And since Samsung Display is a long-time Apple supplier, this improved display might even appear in the rumored iPhone foldable expected later this year.

As its name suggests, the Flex Titanium display uses a combination of two titanium-based components to improve strength, flexibility, and slimness. A titanium-alloy film provides structural support from underneath the OLED panel, providing “20 times greater mechanical stiffness” compared to polymer film, and measures about one-third the thickness of an average human hair.

A titanium plate located under the film enables tighter bonding with the display module, improving stability when unfolded while “retaining the flexibility needed to accommodate repeated folding,” according to Samsung. This new display tech will also consume less power and produce “ultra-vivid” display visual resolution.

“Together, these advancements enable a strong foldable display that maximizes content immersion on a seamless screen and reduces crease visibility — all while keeping it slim,” Samsung said in its announcement. “By balancing strength, flexibility and structural stability, Samsung continues to set the bar for foldable displays.”

Further details about the display will be available at Samsung’s Galaxy Unpacked event on July 22nd where Samsung’s latest foldables are expected to be showcased.

#Samsungs #foldable #display #harder #crease #damageFoldable Phones,Mobile,News,Samsung,Tech
Miles Wang, an OpenAI researcher whose work includes using AI to accelerate scientific and biological discovery, is leaving the ChatGPT maker to launch a new startup focused on developing AI models for drug discovery, according to four people with knowledge of his plans. Several other OpenAI researchers are expected to join the new company.  

Wang is in talks to raise about $200 million at a $2 billion valuation, two of the people said. Lightspeed is in discussions to lead the funding round, according to sources. Talks are ongoing, the deal may not be final and details could change.

Wang disputed the story’s funding figures and description of the company but did not specify the correct numbers or details. Lightspeed didn’t respond to a request for comment.

The funding discussions point to investor interest in applying AI to make breakthroughs in life sciences. Chai Discovery, a two-year-old startup developing AI models that can predict molecular interactions to identify new drugs, announced on Tuesday that it raised $400 million at a $3.8 billion valuation. (Co-founder Josh Meier also passed through OpenAI as a researcher.) Meanwhile, Google DeepMind spinout Isomorphic Labs, which also develops AI models for drug discovery, raised a $2.1 billion Series B in May.

Wang’s new startup may be working on AI models that will help find new uses for existing drugs and possibly those that previously failed in trials, a couple of sources told TechCrunch. Finding new uses for FDA-approved drugs can result in significantly faster time to revenue than developing new drugs from scratch, as these medicines have already been tested for safety.

Wang joined OpenAI in 2024 after dropping out from Harvard, where he was working on a bachelor’s degree in computer science. (In recent years, investors are once again comfortable betting on young founders who haven’t completed college.)

At OpenAI, he co-authored research papers, including evaluating how AI models can automate and accelerate scientific discovery.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#OpenAI #researcher #Miles #Wang #talks #launch #drug #discovery #startup #valued #TechCrunchdrug discovery,lightspeed,OpenAI">OpenAI researcher Miles Wang in talks to launch AI drug discovery startup valued at B | TechCrunch
Miles Wang, an OpenAI researcher whose work includes using AI to accelerate scientific and biological discovery, is leaving the ChatGPT maker to launch a new startup focused on developing AI models for drug discovery, according to four people with knowledge of his plans. Several other OpenAI researchers are expected to join the new company.  

Wang is in talks to raise about 0 million at a  billion valuation, two of the people said. Lightspeed is in discussions to lead the funding round, according to sources. Talks are ongoing, the deal may not be final and details could change.







Wang disputed the story’s funding figures and description of the company but did not specify the correct numbers or details. Lightspeed didn’t respond to a request for comment.

The funding discussions point to investor interest in applying AI to make breakthroughs in life sciences. Chai Discovery, a two-year-old startup developing AI models that can predict molecular interactions to identify new drugs, announced on Tuesday that it raised 0 million at a .8 billion valuation. (Co-founder Josh Meier also passed through OpenAI as a researcher.) Meanwhile, Google DeepMind spinout Isomorphic Labs, which also develops AI models for drug discovery, raised a .1 billion Series B in May.

Wang’s new startup may be working on AI models that will help find new uses for existing drugs and possibly those that previously failed in trials, a couple of sources told TechCrunch. Finding new uses for FDA-approved drugs can result in significantly faster time to revenue than developing new drugs from scratch, as these medicines have already been tested for safety.

Wang joined OpenAI in 2024 after dropping out from Harvard, where he was working on a bachelor’s degree in computer science. (In recent years, investors are once again comfortable betting on young founders who haven’t completed college.)

At OpenAI, he co-authored research papers, including evaluating how AI models can automate and accelerate scientific discovery.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#OpenAI #researcher #Miles #Wang #talks #launch #drug #discovery #startup #valued #TechCrunchdrug discovery,lightspeed,OpenAI

Miles Wang, an OpenAI researcher whose work includes using AI to accelerate scientific and biological discovery, is leaving the ChatGPT maker to launch a new startup focused on developing AI models for drug discovery, according to four people with knowledge of his plans. Several other OpenAI researchers are expected to join the new company.  

Wang is in talks to raise about $200 million at a $2 billion valuation, two of the people said. Lightspeed is in discussions to lead the funding round, according to sources. Talks are ongoing, the deal may not be final and details could change.

Wang disputed the story’s funding figures and description of the company but did not specify the correct numbers or details. Lightspeed didn’t respond to a request for comment.

The funding discussions point to investor interest in applying AI to make breakthroughs in life sciences. Chai Discovery, a two-year-old startup developing AI models that can predict molecular interactions to identify new drugs, announced on Tuesday that it raised $400 million at a $3.8 billion valuation. (Co-founder Josh Meier also passed through OpenAI as a researcher.) Meanwhile, Google DeepMind spinout Isomorphic Labs, which also develops AI models for drug discovery, raised a $2.1 billion Series B in May.

Wang’s new startup may be working on AI models that will help find new uses for existing drugs and possibly those that previously failed in trials, a couple of sources told TechCrunch. Finding new uses for FDA-approved drugs can result in significantly faster time to revenue than developing new drugs from scratch, as these medicines have already been tested for safety.

Wang joined OpenAI in 2024 after dropping out from Harvard, where he was working on a bachelor’s degree in computer science. (In recent years, investors are once again comfortable betting on young founders who haven’t completed college.)

At OpenAI, he co-authored research papers, including evaluating how AI models can automate and accelerate scientific discovery.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#OpenAI #researcher #Miles #Wang #talks #launch #drug #discovery #startup #valued #TechCrunchdrug discovery,lightspeed,OpenAI">OpenAI researcher Miles Wang in talks to launch AI drug discovery startup valued at $2B | TechCrunch

Miles Wang, an OpenAI researcher whose work includes using AI to accelerate scientific and biological discovery, is leaving the ChatGPT maker to launch a new startup focused on developing AI models for drug discovery, according to four people with knowledge of his plans. Several other OpenAI researchers are expected to join the new company.  

Wang is in talks to raise about $200 million at a $2 billion valuation, two of the people said. Lightspeed is in discussions to lead the funding round, according to sources. Talks are ongoing, the deal may not be final and details could change.

Wang disputed the story’s funding figures and description of the company but did not specify the correct numbers or details. Lightspeed didn’t respond to a request for comment.

The funding discussions point to investor interest in applying AI to make breakthroughs in life sciences. Chai Discovery, a two-year-old startup developing AI models that can predict molecular interactions to identify new drugs, announced on Tuesday that it raised $400 million at a $3.8 billion valuation. (Co-founder Josh Meier also passed through OpenAI as a researcher.) Meanwhile, Google DeepMind spinout Isomorphic Labs, which also develops AI models for drug discovery, raised a $2.1 billion Series B in May.

Wang’s new startup may be working on AI models that will help find new uses for existing drugs and possibly those that previously failed in trials, a couple of sources told TechCrunch. Finding new uses for FDA-approved drugs can result in significantly faster time to revenue than developing new drugs from scratch, as these medicines have already been tested for safety.

Wang joined OpenAI in 2024 after dropping out from Harvard, where he was working on a bachelor’s degree in computer science. (In recent years, investors are once again comfortable betting on young founders who haven’t completed college.)

At OpenAI, he co-authored research papers, including evaluating how AI models can automate and accelerate scientific discovery.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#OpenAI #researcher #Miles #Wang #talks #launch #drug #discovery #startup #valued #TechCrunchdrug discovery,lightspeed,OpenAI

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