INNOVATION

→ View original post on X — @tiernanraytech

Tech Giants and EVs: Investment Insights from Industry Leaders

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@tiernanraytech

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21 February 2023 21h31

The TL Podcast for February 20th: Arista and Cisco satisfy, pondering EVs’ time frames https://
thetechnologyletter.com/the-posts/the-
tl-podcast-for-february-20th-arista-and-cisco-satisfy-pondering-evs-time-frames
… $TSLA $ANET $CSCO $ADI $AMAT $UPST $PLTR #investing #stocks #auotomotive #EVs #networking #tech #semiconductors #Tesla

→ View original post on X — @berkeley_ai

MIT researchers deploy AI for earthquake relief in Turkey Syria

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@berkeley_ai

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21 February 2023 21h20

New MIT Tech Review article on how @Ritwik_G and collaborators @berkeley_ai @DIU_x @Microsoft are currently deploying AI for earthquake relief efforts in Turkey and Syria.

→ View original post on X — @datarobot

DataRobot Model Selection Using Evaluation Metrics

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@datarobot

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21 February 2023 21h14

We recently went live on LinkedIn with DataRobot Senior Data Scientist, Taylor Larkin, who led a discussion on selecting DataRobot models based on user-specified evaluation metrics. Check it out if you missed it! #aiaccelerators https://
linkedin.com/feed/update/ur
n:li:activity:7029491637332381697
…

→ View original post on X — @gdb

OpenAI Partners with Bain Consulting for Enterprise AI Solutions

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@gdb

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21 February 2023 21h01

Announcing our partnership with Bain, with Coca-Cola Company as the first mutual client: https://
bain.com/vector-digital
/partnerships-alliance-ecosystem/openai-alliance/
…

Combinatorial Optimization and RL Shape Future Game Design

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21 February 2023 20h55

Overall, cool paper about a funny application of combinatorial optimization. Jokes aside, RL and optimization are probably the future of game design. At least for puzzle games. 🙂

Genetic Algorithm for Puzzle Solving with Diversity Selection

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21 February 2023 20h55

Next, solving puzzles. The authors used a custom GA: 1/ Initialization using the previous algorithm 2/ Crossover/Mutation with a uniform crossover operation 3/ Find feasible solutions and "heal" broken ones 4/ Selection with a diversity criterion

Multi-Island Genetic Algorithm for Diversity Maintenance

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21 February 2023 20h55

Maintaining diversity is a big focus, so they implemented a "multi-island" GA. → Each population is divided into several sub-populations called "islands" → Applies GA separately on each sub-population, periodically migrating individuals between them

Multi-Island Genetic Algorithms Outperform Standard Approaches

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21 February 2023 20h55

Here are the final results. The multi-island outperforms the standard GA while maintaining higher diversity. There are a lot of useful tips and tricks about GAs in this paper. GAs deserve more love.

Graph Node Selection Algorithm With Constraint-Based Synergy Optimization

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21 February 2023 20h55

Proposed solution: 1/ Defining a random traversal order for graph nodes 2/ Filtering the list of candidates according to constraint requirements 3/ Selecting an item that maximizes the synergy of partially filled neighboring candidates.