SOFTWARE - AI Dynamics

Quite a bit of software engineering is about communication, working with others, etc. So, I didn't explicitly say that, but for clarity: being good at working in a team, discussing approaches with others, motivating people about why something is important, etc. are all important.

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22 August 2023

Building Systems for ML: Storage, Compilers, and IR Design

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@jeffdean

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22 August 2023 6h08

storage systems, compilers, … all will be useful. A talk I gave at Stanford a while back has some material on this (although focuses on building systems in the context of more traditional IR systems rather than ML systems).

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22 August 2023

Software Engineering Skills Essential for ML Systems Development

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@jeffdean

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22 August 2023 6h05

I think there's a lot of benefit in general software engineering and computer systems skills for people doing ML engineering. ML systems are often part of a larger system, so understanding good SW engineering practices, networking, performance engineering, OSes, …

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22 August 2023

Low-level debugging cognitive load and system complexity

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@gdb

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21 August 2023 22h10

Drained from a weekend of painstaking low-level debugging. Fixed the bugs, but takes a surprising amount of energy to sustain focus on nitty-gritty details while many keeping many potentially-interacting pieces of the system loaded into your head at once.

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21 August 2023

Lock-in in Tech: Overused Term, Universal Problem

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@mjasay

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21 August 2023 12h29

"Lock in" is the most overly used, and least useful, term we use in tech. Or one of them. Pretty much every vendor uses it to refer to Something Bad™ that other vendors will do to them…even as they do it, too (just in different ways). All tech choices bring "lock in"

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21 August 2023

Real-time AI phone calls are almost ready, with a few tweaks needed.

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@aibreakfast

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20 August 2023 19h17

Still some tweaking to be done, but real-time AI phone calls are getting good pic.twitter.com/nmfsAw231m
— AI Breakfast (@AiBreakfast) 20 août 2023

Still some tweaking to be done, but real-time AI phone calls are getting good

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20 August 2023

Data Ingestion Fundamentals with Airbyte and Sweep

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@hwchase17

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20 August 2023 17h56

Before you can retrieve data, you first need to ingest it Chatted in depth about this during our most recent webinar with @AirbyteHQ and @sweepai – check it out on YouTube here:

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20 August 2023