AI - AI Dynamics

→ View original post on X — @tamaramccleary

Generative AI Race Reveals Dirty Environmental Secret

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@tamaramccleary

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13 July 2023 9h10

The Generative #AI Race Has a Dirty Secret https://
bit.ly/3JWWiEU via @WIRED #ClimateChange #CarbonEmissions

→ View original post on X — @_jasonwei

Farewell message wishing departing colleague success at new venture

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@_jasonwei

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13 July 2023 6h59

Sad to see you leave and wish we could have had the chance to work together at openai. Congrats and best wishes!

→ View original post on X — @rodneyabrooks

Cruise Driverless Service Reliability Issues in San Francisco

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@rodneyabrooks

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13 July 2023 6h50

Driverless not a deployed SF "service". Watched @cruise creep towards me for 13 minutes tonight. As it went right past me app informed me of service difficulty, so should try again later. 60 seconds later I was in an Uber. @cruise service success down to 1 in 3 over last 3 weeks.

DNAGPT: Generalized Pretrained Tool for DNA Sequence Analysis

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13 July 2023 6h35

DNAGPT: A Generalized Pretrained Tool for Multiple DNA Sequence Analysis Tasks paper page: https://
huggingface.co/papers/2307.05
628
… The success of the GPT series proves that GPT can extract general information from sequences, thereby benefiting all downstream tasks. This motivates us to use

Instruction Mining: High-Quality Data Selection for LLMs

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13 July 2023 6h33

Instruction Mining: High-Quality Instruction Data Selection for Large Language Models paper page: https://
huggingface.co/papers/2307.06
290
… Large language models typically undergo two training stages, pretraining and finetuning. Despite that large-scale pretraining endows the model with strong

Robots Learning Manipulation from Human Video Demonstrations with Eye-in-Hand Cameras

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13 July 2023 6h24

Giving Robots a Hand: Learning Generalizable Manipulation with Eye-in-Hand Human Demonstrations paper page: https://
huggingface.co/papers/2307.05
959
… Eye-in-hand cameras have shown promise in enabling greater sample efficiency and generalization in vision-based robotic manipulation.

NaViT: Vision Transformer for Flexible Aspect Ratios and Resolutions

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13 July 2023 6h20

Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution paper page: https://
huggingface.co/papers/2307.06
304
… The ubiquitous and demonstrably suboptimal choice of resizing images to a fixed resolution before processing them with computer vision models has not yet been

→ View original post on X — @rasbt

Sarcastic critique of AI alignment solution timeline claims

By

@rasbt

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13 July 2023 6h18

Congrats! You should join forces with the other company who just announced that they will solve AI alignment in <4 years. So you can both work on “solving the universe” once your are done with these more near-term projects.

→ View original post on X — @sudalairajkumar

LightGBM Early Stopping Callback for sklearn API

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@sudalairajkumar

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13 July 2023 5h45

We need to have early stopping as a callback in the sklearn api. es = lgb.early_stopping(stopping_rounds=200, verbose=False) http://
lgb.fit(train_X, train_y, eval_set=(val_X, val_y), callbacks=[es])