INNOVATION

→ View original post on X — @alexandr_wang

CAPEX vs OPEX: AI Infrastructure and Data Spending Economics

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@alexandr_wang

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02 February 2023 2h15

maybe if you compare compute CAPEX vs data OPEX, but if you amortize CAPEX then for major players they are similar orders of magnitude data spend will stay high because while # of hrs goes down, specialization will increase $/hr (and model value) & prod models need validation

→ View original post on X — @databricks

Databricks Launches SQL Functions for Lakehouse Migration

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@databricks

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02 February 2023 2h08

We’re committed to making it as easy as possible to migrate your #data warehousing workloads to #Lakehouse That’s why we've launched dozens of new built-in functions into the core ANSI-compliant Standard #SQL dialect. Take a look! https://
dbricks.co/3H5ebyr

→ View original post on X — @sama

Compute spending will vastly outpace data investment

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@sama

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02 February 2023 2h03

do you really think? im pretty sure we will outspend on compute by a _huge_ margin, and at least for companies like openai data spend will go down as models get smarter. curious if i am missing something!

Large Language Models as Reasoning Teachers

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02 February 2023 2h02

(7/12) Large Language Models Are Reasoning Teachers
Authors: @itsnamgyu
, Laura Schmid, Se-Young Yun

Teaching Small Language Models to Reason

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02 February 2023 2h02

(6/12) Teaching Small Language Models to Reason
Authors: Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, @ericmalmi
, Aliaksei Severyn

CiT: Data Curation Methods for Vision-Language Model Training

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02 February 2023 2h02

(5/12) CiT: Curation in Training for Effective Vision-Language Data
Authors: Hu Xu, @sainingxie
, Po-Yao Huang, @Licheng_Yu
, Russell Howes, Gargi Ghosh, Luke Zettlemoyer, @cfeichtenhofer

Hungry Hungry Hippos: Language Modeling with State Space Models

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02 February 2023 2h02

(3/12) Hungry Hungry Hippos: Towards Language Modeling with State Space Models
Authors: @tri_dao
, @realDanFu
, Khaled K. Saab, @ai_with_brains, Atri Rudra, Christopher Ré @HazyResearch @SnorkelAI

→ Voir le post original sur X — @ceobillionaire

Quebec AI: Ambitious Project to Lead Global AI by 2030

By

@ceobillionaire

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02 February 2023 1h47

http://
QUEBEC.AI "The Most Ambitious Project in Quebec History" QUÉBEC ♡ AI : https://
quebec.ai http://
QUEBEC.AI aims for unicorn status and to make Québec the world leader in AI by 2030. #IABleue #MontrealAI #QuebecAI