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research hub handshake skip to content employers job seekers career centers handshake ai research log in sign up sign up research research ai research economic research economic graduates ai and the workforce ahead ai and the workforce ahead ai is the first technology introduced to ceos professors and college students at the same time handshake data offers a look into the first wave of talent to experience their entire college experience shaped by ai and how this is impacting their post grad entry into the job market randy tarnowski head of economic research april 28 2026 ai training data the water we swim in the water we swim in francisco guzmán and guga gogia december 17 2025 economic labor market the missing voice in the ai workforce conversation the missing voice in the ai workforce conversation randy tarnowski head of economic research march 16 2026 economic labor market what 2025 taught us about the labor market what 2025 taught us about the labor market randy tarnowski head of economic research january 2 2026 ai human expertise how human expertise shapes modern ai how human expertise shapes modern ai francisco guzmán and guga gogia january 5 2026 economic computer science the new reality for computer science majors the new reality for computer science majors economic research team and randy tarnowski august 14 2025 economic graduates workforce outlook class of 2026 in the ai economy workforce outlook class of 2026 in the ai economy economic research team and randy tarnowski august 1 2025 latest research 11 all research all research ai research ai research economic research economic research latest research 11 ai ai training your verifier is probably the bottleneck we built one that isn t your verifier is probably the bottleneck we built one that isn t many verifiers grade from text or snapshots flattening the artifacts and tool state that decide correctness gandalf runs inside the rollout environment uses the same tools as the agent and beats the strongest baseline at 10x less cost markus dücker vaibhav kumar yi liu ronak chaudhary andreas plesner francisco guzmán anish athalye may 27 2026 economic graduates ai and the workforce ahead ai and the workforce ahead ai is the first technology introduced to ceos professors and college students at the same time handshake data offers a look into the first wave of talent to experience their entire college experience shaped by ai and how this is impacting their post grad entry into the job market randy tarnowski april 28 2026 economic labor market the missing voice in the ai workforce conversation the missing voice in the ai workforce conversation the ai workforce conversation misses an important perspective early talent we dig into platform data to better understand the group fastest to adopt ai and what that means for the future randy tarnowski march 16 2026 ai human expertise how human expertise shapes modern ai how human expertise shapes modern ai exploring why human judgment skill and expertise remain essential to training modern ai and how people shape the future of artificial intelligence francisco guzmán guga gogia january 5 2026 economic labor market what 2025 taught us about the labor market what 2025 taught us about the labor market the labor trends that defined 2025 on handshake and what they suggest about the year ahead randy tarnowski january 2 2026 ai training data the water we swim in the water we swim in exploring why human data is central to trustworthy ai and why ethical careful stewardship is essential for the next era of model training francisco guzmán guga gogia december 17 2025 economic computer science the new reality for computer science majors the new reality for computer science majors computer science students face rising uncertainty in today s job market our data points to three key things to know about this group economic research team randy tarnowski august 14 2025 economic graduates workforce outlook class of 2026 in the ai economy workforce outlook class of 2026 in the ai economy learn how the class of 2026 is using and not using generative ai how seniors feel about the job market and what ai really means for entry level jobs economic research team randy tarnowski august 1 2025 economic graduates state of the graduate class of 2025 state of the graduate class of 2025 handshake data offers an in depth look at how seniors are navigating the job market and planning their career paths economic research team randy tarnowski april 14 2025 economic internships handshake internships index handshake internships index internships are evolving here s what you need to know economic research team randy tarnowski february 14 2025 economic graduates class of 2025 career outlook report class of 2025 career outlook report the class of 2025 has big goals for the long term in the short term though they see challenges on all sides economic research team randy tarnowski august 3 2024 the career network for the ai economy the career 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