Friea Berg @friea
Head of Growth & Strategy, Snorkel AI. Opinions mine. twitter.com/friea San Francisco, CA Joined September 2008-
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Friea Berg retweeted
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Friea Berg retweeted
Thanks @SnorkelAI for the great tasks and especially @fredsala, Tom Walshe, and Jeong Shin for the collaboration Terminal-Bench 2.0 on the horizon 👀 + some other exciting releases!
We're excited to announce Snorkel's role as one of the top contributors to Terminal-Bench 2.0! Terminal-Bench has quickly become the gold standard for evaluating AI agent capabilities in terminal environments—and we're helping build the next generation. 🔗 snorkel.ai/blog/evaluatin…
@phoebethacker Congratulations to the entire team - love the diversity of occupations! Looking forward to insights on how different models perform on practical every day tasks.
Friea Berg retweeted
-2016 (classic era): focus on data efficiency 2017-2025 (pretraining era): focus on compute efficiency 2026-: focus on data efficiency (again) The standard Transformer paradigm is optimized for compute efficiency. As we look at data efficiency, we'll see very different design decisions, which will be exciting!
Since compute grows faster than the web, we think the future of pre-training lies in the algorithms that will best leverage ♾ compute We find simple recipes that improve the asymptote of compute scaling laws to be 5x data efficient, offering better perf w/ sufficient compute
Are you exploring building RL environments for agentic use cases? Here's a good breakdown of misconceptions to avoid surprises.
Lots of chatter about agentic/RL simulation environments recently! Some key misconceptions (slightly caricatured): >> Building RL envs is easy, because you just code up a verifier quickly, and let the model do the tough data generation on its own! - Usually, this boils down to
@nickaturley Just sent to my college freshman - these are really, really good! Thank you for sharing
@united help! I’m stuck in Malaga trying to get home to California. Last night’s flight was cancelled, today’s rebooked flight is delayed on outbound to Newark. System rebooked me & split tickets. Local gate can’t help
help! I’m stuck in Malaga trying to get home to California. Last night’s flight was cancelled, today’s rebooked @united flight is delayed on outbound to Newark. System rebooked me & split tickets. Local gate can’t help.
Friea Berg retweeted
1/ Super excited to deepen our partnership with @Azure! Most real-world use cases end up being blocked on the data. Solve data-centric development with @SnorkelAI , then connect seamlessly to Azure AI for model development and serving: snorkel.ai/snorkel-ai-par…
Friea Berg retweeted
MyPOV - You know the #AI / #ML transformation has hit the mainstream when... a European / German (fair - high tech) company - presents in the US... #SplunkConf
Friea Berg retweeted
"Travel is the cure to ignorance." Brilliant quote from @CarnivalCruise CEO at @Splunkconf #keynote.
Starbucks using Splunk ES for years and together with Phantom over 2 Years! Please continue to protect my coffee ☕️ yummy waiting for a break to get one #splunkconf18 #siem #protectthebusiness
@sfmta_muni @NorthBeachNow @SRESproductions @SFGate @sfchronicle @ESernoffsky Watching the traffic fiasco at Kearny & Vallejo due to poor @sfmta_muni office placement. Sigh.
SF North Beach festival - @sfmta_muni officer ignores oncoming traffic and illegal u-turns to enjoy the sun. @NorthBeachNow @SRESproductions pls fix this next year #abc7now @sfgate @sfchronicle @esernoffsky
SF North Beach festival - officer ignores oncoming traffic and illegal u-turns to enjoy the sun. @NorthBeachNow pls fix this next year
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