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johnmoberg
searching PlanetScale…
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31.
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by
johnmoberg
3y ago
You can already do quite accurate transcription with domain-specific technical language by feeding "raw" transcriptions from Whisper to GPT and asking it to correct the transcript given the context, so that'll most likely wor
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johnmoberg
3y ago
It's been completely down for me in Sweden since this morning (8 hours and counting), but it works fine when using a VPN to US servers.
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johnmoberg
3y ago
DeepMind already seem to be using JAX quite extensively: https://www.deepmind.com/blog/using-jax-to-accelerate-our-re...
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johnmoberg
4y ago
You should check out Modal! Does much more than just cronjobs, but super easy and cheap: https://modal.com/docs/guide/cron . They have an example with a simple web scraper as well: https://modal.com/
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johnmoberg
4y ago
Depict.ai | UX, Product, Infra Engineer, Data Engineer | Remote or Stockholm, Sweden Depict.ai (YC S20) are on a mission to challenge Amazon's domination of e-commerce. We connect customers with products that they will love, by making
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johnmoberg
4y ago
Depict.ai | Data Engineer | Stockholm, Sweden or Remote Depict.ai (YC S20) is on a mission to challenge Amazon's domination of e-commerce. We provide amazing product recommendations using computer vision and NLP, integrate on any e-com
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johnmoberg
4y ago
Depict.ai | Site Reliability Engineers | Stockholm, Sweden or Remote Depict.ai (YC S20) is on a mission to challenge Amazon's domination of e-commerce. We provide amazing product recommendations using computer vision and NLP, integrate
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johnmoberg
4y ago
Depict.ai | Backend, Frontend and Fullstack Engineers | Stockholm, Sweden or Remote Depict.ai (YC S20) is on a mission to challenge Amazon's domination of e-commerce. We provide amazing product recommendations using computer vision and
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johnmoberg
5y ago
Depict.ai | Backend, Frontend and Fullstack Engineers | Stockholm, Sweden or Remote Depict.ai (YC S20) is on a mission to challenge Amazon's domination of e-commerce. We provide amazing product recommendations using computer vision and
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johnmoberg
5y ago
Depict.ai | Backend, Frontend and Fullstack Engineers | Stockholm, Sweden or Remote Depict.ai (YC S20) is on a mission to challenge Amazon's domination of e-commerce. We provide amazing product recommendations using computer vision and
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johnmoberg
5y ago
Hey, we're hiring frontend engineers remotely, feel free to reach out to my e-mail on my profile! :-)
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johnmoberg
5y ago
Depict.ai | Backend, Frontend and Fullstack Engineers | Stockholm, Sweden or Remote Depict.ai (YC S20) is on a mission to challenge Amazon's domination of e-commerce. We provide amazing product recommendations using computer vision and
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johnmoberg
5y ago
Yep, exactly this. Check out sentence-transformers https://pypi.org/project/sentence-transformers/0.3.0/ , they have some great pre-trained models. Once you have the embeddings you can just compute the cosine
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johnmoberg
5y ago
Definitely! Pieter Abbeel (who was working with OpenAI at some point) and others realized this and founded https://covariant.ai/ .
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johnmoberg
6y ago
Of course, the point is that it may not be good data for training a model.
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johnmoberg
6y ago
Even without physical interaction, you can do a whole lot with just an internet connection. A superintelligence could identify 0-day exploits and quickly spread across thousands of computers and thus render itself immune to your idea of jus
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Industrial AI startup Covariant raises a $40M Series B
(techcrunch.com)
2 points
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johnmoberg
6y ago
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0 comments
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johnmoberg
6y ago
You might be interested in the recently-launched Covariant ( https://covariant.ai/ ), they apparently actually have systems in production. Pieter Abbeel is one of the founders and they have some pretty "heavy" inves
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johnmoberg
6y ago
Check this out: https://news.ycombinator.com/item?id=22548708
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johnmoberg
6y ago
"daunting: making you feel slightly frightened or worried about your ability to achieve something" Do you think that students at prestigious universities are somehow immune to feelings like this? Pursuing your first independent pr
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johnmoberg
6y ago
Other than the AlphaZero papers and DQN, maybe TRPO? (assuming we're talking about deep RL)
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johnmoberg
6y ago
Your last paragraph reminds me of Hindsight Experience Replay[1] where they use goal-conditioned policies that learn how to reach essentially any state. The idea is that, even if you don't reach your true goal, you've learned how
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johnmoberg
6y ago
You might like [1], where they use an ensemble of models and essentially optimize for novelty as measured by the entropy of model predictions across the ensemble. [1] Model-Based Active Exploration, Shyam et al. 2019, https://arx
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johnmoberg
7y ago
I agree that is vague. But there are plenty of RL algorithms that learn with essentially no domain knowledge, e.g., MuZero[1] which doesn't even use a model. That doesn't make it AGI -- it only masters a single game at a time and
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johnmoberg
7y ago
The challenge was to accomplish this without domain knowledge... if you can do this with GOFAI, please go ahead and shock the world.
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johnmoberg
7y ago
Misleading title. These techniques are standard and not particular to TensorFlow.
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johnmoberg
7y ago
One use case could be high resolution, low latency video streaming for remote control of autonomous vehicles, e.g. trucks.
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A Harvard Dropout’s Plan to Fix College Admissions with Video Games
(bloomberg.com)
1 points
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johnmoberg
8y ago
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johnmoberg
8y ago
They mentioned that they initially used imitation learning on human replays.
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johnmoberg
8y ago
I think that many people would care, they just aren't aware. How many people know, or even want to know , where their meat comes from? Factory farming is very much an inconvenient truth.
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