RESEARCH

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Philipp Singer Reclaims Top Kaggle Competitions Spot

By

@h2oai

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14 January 2023 4h34

Philipp Singer (
@ph_singer
), aka #Psi on #Kaggle, reclaimed the top spot in the competitions category last month. Check out this previous (and still relevant) interview that highlights his insights into #MachineLearning and his remarkable journey. http://
ow.ly/Swy550MqQSs

AI Impact Will Be 10% of Inflated Public Expectations

By

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14 January 2023 2h25

With all that said… it's obvious to me that the actual impact of the tech will be maybe ~10% of what the average person on my timeline expects. People have *ridiculously* inflated expectations, that aren't grounded in the actual capabilities (current or future) of these models.

Future AI assistants will be more capable and cheaper to operate

By

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14 January 2023 2h23

That means that the AI assistants of the near future will be considerably more capable than what we see today. And they will be a lot cheaper to run too, as model distillation techniques and architecture refinements keep catching up to raw model size.

Integrating LLMs with Symbolic Tools to Address Limitations

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14 January 2023 2h21

Likewise we can interface LLMs with an array of symbolic tools that can shore up their weaknesses — calculators, interpreters, discrete search programs, SAT solvers, etc.

LLM Performance Evolution: Beyond Generation to Knowledge Retrieval

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14 January 2023 2h19

It's clear that we're far from peak LLM performance — these models will keep getting better. It's also clear that pure generation is just the first step — we can largely alleviate the LLM reliability issue by using them as information retrieval devices over a knowledge corpus.

→ View original post on X — @dotcsv

WiFi-based pose estimation raises new privacy concerns for HCI

By

@dotcsv

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14 January 2023 2h15

Estimación de pose usando solo las perturbaciones de las señales WIFI!! Nueva interfaz humano-maquina ¿Nuevo problema de privacidad?

→ View original post on X — @goodside

No explicit human ranking, model uses constitution for compliance

By

@goodside

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14 January 2023 2h12

From what I understand there actually isn't any explicit human ranking of its generations, but analogous work is done by another model that determines how well its generations comply with a human-written "constitution".

→ View original post on X — @cohere

Cohere Announces Year of AI Innovation and Upcoming Launches

By

@cohere

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14 January 2023 2h00

We are incredibly excited about the fantastic work that our team has accomplished during the past year at Cohere. Learn what we have launched in this timeframe and what's coming next, right from Cohere Co-founder and CEO, @aidangomezzz