Over the past two decades, Google has hosted two different internal platforms for predictions. Why did the first one fail — and will the other endure?

Aidan Toner-Rodgers† MIT November 6, 2024 This paper studies the impact of artificial intelligence on innovation, exploiting the randomized introduction of a new materials discovery technology to 1,018 scientists in the R&D lab of a large U.S. firm. AI-assisted researchers discover 44% more materials, resulting in a 39% increase in patent filings and a 17% rise in downstream product in- novation. These compounds possess more novel chemical structures and lead to more radical inventions. However, the technology has strikingly disparate effects across the productivity distribution: while the bottom third of scientists see little benefit, the output of top researchers nearly doubles. Investigating the mechanisms behind these results, I show that AI automates 57% of “idea-generation” tasks, reallocating researchers to the new task of evaluating model-produced candidate materials. Top scientists leverage their domain knowledge to prioritize promising AI suggestions, while others waste significant resources testing false positives. Together, these findings demonstrate the potential of AI-augmented research and highlight the complemen- tarity between algorithms and expertise in the innovative process. Survey evidence reveals that these gains come at a cost, however, as 82% of scientists report reduced satisfaction with their work due to decreased creativity and skill underutilization.

via GitHub Public Timeline Feed https://ift.tt/EHbhjky

For 27 years, I took photographs as I waved good-bye and drove away from visiting my parents at their home in Sioux City, Iowa. I started in 1991 with a quick snapshot, and I continued taking photographs with each departure. I never set out to make this series. I just took these photographs as a way to deal with the sadness of leaving. It gradually turned into our good-bye ritual. And it seemed natural to keep the camera busy, because I had been taking pictures every day while I was ...

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I’ve had a lot of conversations since Tuesday revolving around the question of why Donald Trump won. The economy and inflation. Kamala Harris didn’t do this or that. Sexism and racism. The border. That trans-inmate ad that ran a jillion times. And so on. via Pocket

via @vapaad@wandering.shop boost of https://mspsocial.net/@bright_helpings/113435299378706993

LLM-powered multiagent persona simulation for imagination enhancement and business insights. - microsoft/TinyTroupe

date -u # Current time in UTC networkQuality # Internet speedtest caffeinate # Prevent macOS from sleeping, until CTRL+C

Federal legislation needs to be simplified and improved, according to Liberal Democrats candidate Mark Guest, who is running for the seat of Parramatta.

Audience members were shocked to see former prime ministers and adversaries Kevin Rudd and Tony Abbott go toe-to-toe at the Parramatta Federal Election forum last night.

Las emisiones mundiales de dióxido de carbono (CO2) debidas a la energía fósil, el principal factor de calentamiento de la Tierra, siguen sin tocar techo. via Pocket

Site with free patterns and textures.

I don't care about the Royal Family, but the Kate Middleton (Princess of Wale) story is wild: - In high school, she and her sister (Pippa) were called the "Wisteria Sisters" for being shameless social climbers.   - She got into a relatively prestigious college (Edinburgh) and then switched to a less prestigious school (St. Andrews) after it was announced that Prince William would be attending. - She delayed starting by a year to be in the same class as William, and then changed her major to Art History to match his.  - She dumped her boyfriend after being told that Prince William said she was "hot." - Her mom gave William an ultimatum that he needed to propose, which Kate then helped plan.  Mission accomplished.

EVE-NG PRO platform is ready for today’s IT-world requirements. It allows enterprises, e-learning providers/centers, individuals and group collaborators to create virtual proof of concepts, solutions and training environments. EVE-NG PRO is the first clientless multivendor network emulation software that empowers network and security professionals with huge opportunities in the networking world. Clientless management options will allow EVE-NG PRO to be as the best choice for Enterprise engineers without influence of corporate security policies as it can be run in a completely isolated environment.

A look at the post-election ratings shows the walls are finally closing in on MSNBC and CNN.

The post Nolte: Post-election Ratings Crash Proves ‘Walls are Closing In’ on MSNBC and CNN appeared first on Breitbart.

President Donald Trump has picked South Dakota Gov. Kristi Noem to run the vast Department of Homeland Security, according to multiple reports.

The post Reports: Kristi Noem to Get Homeland Security Job appeared first on Breitbart.

Americans gave Republicans a mandate to "enact President Trump's agenda," Sen. Rick Scott (R-FL) said on Tuesday as he vies for the Senate leadership position.

The post Senate Majority Leader Contender Rick Scott: America Gave Us a Mandate to ‘Enact President Trump’s Agenda’ appeared first on Breitbart.

House Speaker Mike Johnson on Tuesday ordered the entire administration of President Joe Biden to preserve all records and communications in the waning days of the outgoing Democrat administration as former President Donald Trump’s team prepares to take over.

The post Exclusive — Speaker Johnson Orders Entire Biden Administration to Preserve and Retain All Records and Documents appeared first on Breitbart.

YouTuber Jake Paul and boxing heavyweight legend Mike Tyson are finally set to battle in their much-anticipated match at AT&T Stadium in Dallas on Friday night.

The post ‘I’m a Natural-Born Killer’: Mike Tyson Highlights the Difference Between Him and YouTuber Jake Paul appeared first on Breitbart.

The sense of celebration is palpable throughout and if this indeed does turn out to be the end of the band, what an end it is.

One of the most significant cultural events in all of Africa is about to take place in the Kingdom of Eswatini, the southern African nation formerly known as Swaziland.

Tom Antonson and Roman Sobus caught Creed, Three Doors Down and Finger 11 In The Act during show at Credit Union 1 in Tinley Park, Il. on August 16, 2024. Check out Roman's photos and Tom's review!

If you're looking for a place where there's fun to be had for the whole family that won't break the bank you should be thinking of Clarksville, Tennessee!

We spin some very collectible new releases including a split from Styx and Foreigner, a picture disc from Michael Hutchence, the soundtrack to the film "Black Girl" and an album from none other than The Dalai Lama!

Check out these items that we recommend as take-alongs for all of your autumn travel adventures. And yes, you'll love them at home too!

I want candy! If you're a big fan of sweet treats (or have children who are) and like to let your imagination run wild then you'll need to tweak the "I want candy" notion a little bit to "I Want Candytopia!"

The People for a New America organization has announced the inaugural Unity, Peace & Freedom Festival

We have a new favorite backpack and wow is it a good one! We'll try not to rave too much but it is worthy of all the high praise we give it!

In this edition of Quick Flicks we screen a new live release from Todd Rundgren and a documentary about the career of Billy Preston.

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“The submission was carefully evaluated by the National Parks Commission, whose primary role is to advise on the long-term conservation and management of our parks system,” stated Minister of Public Works Lt/Col David Burch. A Government spokesperson said, “The Minister has officially approved the “Pink Sand Scrambling” motocross event at Coney Island, St. George’s, on […]

A very long scam e-mail from Linda Zhong who lives in another dimension in time.

The 419 scammers are afraid that they are going to pay your fake fund into the wrong bank account, so they want to make sure if they have the correct banking details... how considerate of them.

A general spammer that tries to throw in everything he can in one e-mail, from flags and banners and PVC printing to mosquito nets and aluminum fold-away wash lines. This spammer is an electronic convenience store!

The Canadian Pharmacy Spammers are at it again, or should we say still at it again.

A Liberty Life Debit Order Authorization from Microsoft, via Standard Bank. This is enough to make anyone confused. Clearly these phishing scammers did not think this one through.

Phishing scammers using UCount awards as bait to steal your Standard Bank Internet Banking login details.

In een eerder artikel* schreef ik hoe AI de betrouwbaarheid van chatbots vergroot. Door duidelijke kaders te stellen en de juiste bedrijfsdata beschikbaar te stellen aan het repertoire, worden AI-gestuurde chatbots steeds vaker succesvol ingezet. Inmiddels zijn we beland in de volgende fase van AI en spreken we niet langer over chatbots, maar over AI-agenten. […]