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I<00:00:10.000><c> am</c><00:00:10.160><c> Vinina</c><00:00:10.559><c> Disami.</c><00:00:11.360><c> I</c><00:00:11.599><c> work</c><00:00:11.759><c> as</c><00:00:12.000><c> a</c>

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I am Vinina Disami. I work as a
 

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I am Vinina Disami. I work as a
developer<00:00:12.559><c> advocate</c><00:00:12.880><c> at</c><00:00:13.040><c> Snowflake.</c><00:00:14.080><c> Not</c>

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developer advocate at Snowflake. Not
 

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developer advocate at Snowflake. Not
sure<00:00:14.480><c> if</c><00:00:14.639><c> I</c><00:00:14.880><c> would</c><00:00:14.960><c> call</c><00:00:15.120><c> this</c><00:00:15.360><c> a</c><00:00:15.519><c> professional</c>

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sure if I would call this a professional
 

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sure if I would call this a professional
highlight,<00:00:16.480><c> but</c><00:00:16.720><c> just</c><00:00:16.960><c> last</c><00:00:17.359><c> week</c><00:00:17.760><c> I</c><00:00:18.080><c> was</c><00:00:18.720><c> the</c>

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highlight, but just last week I was the
 

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highlight, but just last week I was the
presenter<00:00:19.520><c> and</c><00:00:19.840><c> builder</c><00:00:20.160><c> of</c><00:00:20.400><c> the</c><00:00:20.560><c> keynote</c>

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presenter and builder of the keynote
 

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presenter and builder of the keynote
demos<00:00:21.439><c> for</c><00:00:21.600><c> Snowflake's</c><00:00:22.240><c> build</c><00:00:22.640><c> developer</c>

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demos for Snowflake's build developer
 

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demos for Snowflake's build developer
conference.<00:00:24.240><c> And</c><00:00:24.640><c> honestly,</c><00:00:25.199><c> it</c><00:00:25.439><c> was</c><00:00:25.600><c> so</c>

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conference. And honestly, it was so
 

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conference. And honestly, it was so
refreshing<00:00:26.160><c> as</c><00:00:26.400><c> a</c><00:00:26.560><c> data</c><00:00:26.880><c> person</c><00:00:27.199><c> to</c><00:00:27.439><c> be</c><00:00:27.680><c> using</c>

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refreshing as a data person to be using
 

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refreshing as a data person to be using
AI<00:00:28.400><c> to</c><00:00:28.560><c> build</c><00:00:28.800><c> the</c><00:00:28.960><c> data</c><00:00:29.199><c> foundation</c><00:00:29.760><c> that</c>

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AI to build the data foundation that
 

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AI to build the data foundation that
powers<00:00:30.400><c> the</c><00:00:30.560><c> AI.</c><00:00:31.039><c> You</c><00:00:31.119><c> know</c><00:00:31.199><c> what</c><00:00:31.359><c> I'm</c><00:00:31.519><c> saying?</c>

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powers the AI. You know what I'm saying?
 

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powers the AI. You know what I'm saying?
Like<00:00:32.079><c> data</c><00:00:32.399><c> for</c><00:00:32.559><c> AI,</c><00:00:33.040><c> AI</c><00:00:33.360><c> for</c><00:00:33.600><c> data.</c><00:00:34.480><c> And</c>

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Like data for AI, AI for data. And
 

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Like data for AI, AI for data. And
Snowflake<00:00:35.520><c> has</c><00:00:35.760><c> recently</c><00:00:36.239><c> announced</c><00:00:36.640><c> this</c>

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Snowflake has recently announced this
 

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Snowflake has recently announced this
product<00:00:37.200><c> called</c><00:00:37.520><c> Cortex</c><00:00:38.079><c> code,</c><00:00:38.480><c> which</c><00:00:38.719><c> is</c>

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product called Cortex code, which is
 

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product called Cortex code, which is
essentially<00:00:39.280><c> a</c><00:00:39.440><c> natural</c><00:00:39.760><c> language</c><00:00:40.399><c> CLI</c><00:00:40.960><c> mode</c>

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essentially a natural language CLI mode
 

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essentially a natural language CLI mode
for<00:00:41.840><c> folks</c><00:00:42.079><c> to</c><00:00:42.320><c> really</c><00:00:42.559><c> build</c><00:00:42.960><c> anything</c><00:00:43.280><c> they</c>

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for folks to really build anything they
 

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for folks to really build anything they
want<00:00:43.680><c> with</c><00:00:43.920><c> it</c><00:00:44.239><c> optimized</c><00:00:44.800><c> for</c><00:00:44.960><c> data</c>

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want with it optimized for data
 

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want with it optimized for data
workflows<00:00:45.760><c> really.</c><00:00:46.399><c> So</c><00:00:46.640><c> getting</c><00:00:46.879><c> to</c><00:00:47.039><c> use</c><00:00:47.200><c> that</c>

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workflows really. So getting to use that
 

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workflows really. So getting to use that
to<00:00:48.079><c> build</c><00:00:48.320><c> the</c><00:00:48.480><c> data</c><00:00:48.800><c> foundation</c><00:00:49.680><c> which</c><00:00:50.000><c> in</c>

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to build the data foundation which in
 

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to build the data foundation which in
turn<00:00:50.640><c> would</c><00:00:50.879><c> help</c><00:00:51.039><c> the</c><00:00:51.280><c> same</c><00:00:51.440><c> AI</c><00:00:51.680><c> tool</c><00:00:51.920><c> or</c><00:00:52.079><c> like</c>

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turn would help the same AI tool or like
 

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turn would help the same AI tool or like
better<00:00:52.559><c> the</c><00:00:52.719><c> same</c><00:00:52.800><c> AI</c><00:00:53.120><c> tool</c><00:00:53.360><c> was</c><00:00:53.520><c> very</c><00:00:53.680><c> cool.</c>

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better the same AI tool was very cool.
 

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better the same AI tool was very cool.
Yes.<00:00:55.360><c> I'm</c><00:00:55.680><c> thinking</c><00:00:56.800><c> from</c><00:00:57.120><c> my</c><00:00:57.440><c> point</c><00:00:57.600><c> of</c><00:00:57.760><c> view</c>

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Yes. I'm thinking from my point of view
 

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Yes. I'm thinking from my point of view
unreliable<00:00:59.280><c> anything</c><00:00:59.840><c> is</c><00:01:00.079><c> when</c><00:01:00.399><c> I'm</c>

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unreliable anything is when I'm
 

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unreliable anything is when I'm
expecting<00:01:01.120><c> a</c><00:01:01.359><c> certain</c><00:01:01.680><c> outcome</c><00:01:02.000><c> or</c><00:01:02.239><c> like</c>

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expecting a certain outcome or like
 

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expecting a certain outcome or like
certain<00:01:02.800><c> something</c><00:01:03.199><c> from</c><00:01:03.440><c> you</c><00:01:03.760><c> and</c><00:01:04.000><c> then</c><00:01:04.159><c> what</c>

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certain something from you and then what
 

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certain something from you and then what
you're<00:01:04.640><c> giving</c><00:01:04.879><c> me</c><00:01:05.119><c> is</c><00:01:05.439><c> not</c><00:01:05.760><c> in</c><00:01:06.080><c> alignment</c>

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you're giving me is not in alignment
 

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you're giving me is not in alignment
with<00:01:06.880><c> what</c><00:01:07.040><c> I'm</c><00:01:07.280><c> expecting.</c><00:01:08.000><c> So</c><00:01:08.159><c> with</c><00:01:08.320><c> an</c><00:01:08.479><c> AI</c>

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with what I'm expecting. So with an AI
 

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with what I'm expecting. So with an AI
agent,<00:01:09.200><c> I</c><00:01:09.439><c> expect</c><00:01:09.680><c> a</c><00:01:09.920><c> certain</c><00:01:10.159><c> outcome</c><00:01:10.400><c> or</c><00:01:10.640><c> a</c>

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agent, I expect a certain outcome or a
 

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agent, I expect a certain outcome or a
certain<00:01:11.119><c> result</c><00:01:11.520><c> and</c><00:01:11.760><c> if</c><00:01:11.920><c> I</c><00:01:12.159><c> don't</c><00:01:12.400><c> get</c><00:01:12.640><c> that,</c>

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certain result and if I don't get that,
 

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certain result and if I don't get that,
that<00:01:13.600><c> disconnect</c><00:01:14.080><c> is</c><00:01:14.320><c> what</c><00:01:14.479><c> I</c><00:01:14.640><c> would</c><00:01:14.799><c> call</c>

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that disconnect is what I would call
 

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that disconnect is what I would call
unreliable<00:01:15.680><c> AI.</c>

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unreliable AI.
 

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unreliable AI.
I<00:01:17.680><c> feel</c><00:01:17.840><c> like</c><00:01:18.320><c> now</c><00:01:18.720><c> we</c><00:01:18.960><c> are</c><00:01:19.040><c> in</c><00:01:19.200><c> the</c><00:01:19.360><c> age</c><00:01:19.520><c> of</c><00:01:19.920><c> or</c>

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I feel like now we are in the age of or
 

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I feel like now we are in the age of or
the<00:01:20.320><c> era</c><00:01:20.479><c> of</c><00:01:20.720><c> agents.</c><00:01:21.759><c> So</c><00:01:22.320><c> for</c><00:01:22.560><c> an</c><00:01:22.799><c> agent,</c><00:01:23.280><c> when</c>

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the era of agents. So for an agent, when
 

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the era of agents. So for an agent, when
I<00:01:23.759><c> see</c><00:01:24.000><c> that</c><00:01:24.320><c> something</c><00:01:24.560><c> is</c><00:01:24.799><c> unreliable,</c><00:01:25.840><c> I</c>

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I see that something is unreliable, I
 

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I see that something is unreliable, I
really<00:01:26.320><c> want</c><00:01:26.479><c> to</c><00:01:26.640><c> inspect</c><00:01:27.200><c> the</c><00:01:27.439><c> different</c>

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really want to inspect the different
 

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really want to inspect the different
components<00:01:28.560><c> to</c><00:01:28.720><c> it.</c><00:01:29.040><c> Right?</c><00:01:29.600><c> So</c><00:01:29.759><c> is</c><00:01:30.000><c> my</c><00:01:30.400><c> ask</c>

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components to it. Right? So is my ask
 

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components to it. Right? So is my ask
not<00:01:31.119><c> clear?</c><00:01:31.680><c> Is</c><00:01:31.840><c> that</c><00:01:32.000><c> why</c><00:01:32.240><c> it's</c><00:01:32.560><c> being</c>

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not clear? Is that why it's being
 

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not clear? Is that why it's being
unreliable?<00:01:33.680><c> or</c><00:01:33.920><c> is</c><00:01:34.079><c> it</c><00:01:34.240><c> not</c><00:01:34.479><c> able</c><00:01:34.720><c> to</c>

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unreliable? or is it not able to
 

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unreliable? or is it not able to
communicate<00:01:35.280><c> the</c><00:01:35.439><c> results</c><00:01:35.759><c> back</c><00:01:35.920><c> to</c><00:01:36.079><c> me</c><00:01:36.159><c> in</c><00:01:36.400><c> a</c>

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communicate the results back to me in a
 

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communicate the results back to me in a
way<00:01:36.640><c> that</c><00:01:36.799><c> is</c><00:01:37.119><c> you</c><00:01:37.280><c> know</c><00:01:37.520><c> playable</c><00:01:38.000><c> for</c><00:01:38.320><c> me</c><00:01:38.960><c> or</c>

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way that is you know playable for me or
 

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way that is you know playable for me or
is<00:01:39.600><c> there</c><00:01:39.840><c> something</c><00:01:40.079><c> in</c><00:01:40.400><c> the</c><00:01:40.640><c> thinking</c><00:01:40.880><c> or</c>

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is there something in the thinking or
 

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is there something in the thinking or
the<00:01:41.439><c> the</c><00:01:41.840><c> whole</c><00:01:42.159><c> process</c><00:01:42.479><c> that</c><00:01:42.720><c> it</c><00:01:42.960><c> did</c>

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the the whole process that it did
 

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the the whole process that it did
internally<00:01:44.079><c> that's</c><00:01:44.400><c> making</c><00:01:44.640><c> it</c><00:01:44.880><c> unreliable.</c>

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internally that's making it unreliable.
 

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internally that's making it unreliable.
So<00:01:46.240><c> really</c><00:01:46.640><c> having</c><00:01:46.880><c> that</c><00:01:47.200><c> ability</c><00:01:48.079><c> to</c><00:01:48.399><c> dive</c>

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So really having that ability to dive
 

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So really having that ability to dive
deep<00:01:49.119><c> into</c><00:01:49.520><c> the</c><00:01:49.759><c> thinking</c><00:01:50.159><c> process</c><00:01:50.720><c> reasoning</c>

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deep into the thinking process reasoning
 

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deep into the thinking process reasoning
and<00:01:51.439><c> whatnot</c><00:01:52.079><c> would</c><00:01:52.560><c> make</c><00:01:53.119><c> you</c><00:01:53.280><c> know</c><00:01:53.520><c> more</c>

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and whatnot would make you know more
 

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and whatnot would make you know more
reliable<00:01:54.240><c> AI</c><00:01:54.640><c> systems.</c><00:01:56.079><c> I</c><00:01:56.320><c> think</c><00:01:56.479><c> this</c><00:01:56.640><c> is</c><00:01:56.720><c> a</c>

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reliable AI systems. I think this is a
 

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reliable AI systems. I think this is a
really<00:01:57.200><c> hard</c><00:01:57.439><c> one</c><00:01:57.759><c> because</c><00:01:58.000><c> if</c><00:01:58.159><c> I</c><00:01:58.320><c> asked</c><00:01:58.479><c> you</c>

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really hard one because if I asked you
 

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really hard one because if I asked you
five<00:01:58.880><c> years</c><00:01:59.119><c> ago,</c><00:01:59.520><c> would</c><00:01:59.759><c> you</c><00:01:59.840><c> have</c><00:02:00.000><c> thought</c>

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five years ago, would you have thought
 

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five years ago, would you have thought
about<00:02:00.399><c> Chad</c><00:02:00.719><c> GPT</c><00:02:01.200><c> and</c><00:02:01.439><c> all</c><00:02:01.520><c> the</c><00:02:01.759><c> craze</c><00:02:02.079><c> that</c>

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about Chad GPT and all the craze that
 

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about Chad GPT and all the craze that
happened<00:02:02.719><c> right</c><00:02:02.960><c> so</c><00:02:03.200><c> it's</c><00:02:03.759><c> it's</c><00:02:04.079><c> very</c><00:02:04.320><c> hard</c>

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happened right so it's it's very hard
 

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happened right so it's it's very hard
but<00:02:04.719><c> I</c><00:02:04.880><c> think</c><00:02:04.960><c> selfishly</c><00:02:05.759><c> how</c><00:02:06.000><c> I</c><00:02:06.240><c> want</c><00:02:06.560><c> the</c><00:02:06.799><c> AI</c>

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but I think selfishly how I want the AI
 

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but I think selfishly how I want the AI
stack<00:02:07.360><c> to</c><00:02:07.439><c> be</c><00:02:07.600><c> in</c><00:02:07.759><c> the</c><00:02:07.840><c> five</c><00:02:08.080><c> years</c><00:02:08.800><c> is</c><00:02:09.119><c> I</c><00:02:09.280><c> want</c>

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stack to be in the five years is I want
 

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stack to be in the five years is I want
a<00:02:09.679><c> lot</c><00:02:09.759><c> of</c><00:02:10.080><c> voice</c><00:02:10.560><c> mode</c><00:02:10.959><c> operations</c><00:02:11.680><c> like</c><00:02:11.840><c> for</c>

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a lot of voice mode operations like for
 

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a lot of voice mode operations like for
CLI<00:02:13.040><c> I'm</c><00:02:13.360><c> thinking</c><00:02:13.599><c> out</c><00:02:13.840><c> loud</c><00:02:14.080><c> in</c><00:02:14.239><c> my</c><00:02:14.400><c> head</c>

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CLI I'm thinking out loud in my head
 

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CLI I'm thinking out loud in my head
when<00:02:14.800><c> I</c><00:02:14.879><c> ask</c><00:02:15.280><c> hey</c><00:02:15.520><c> can</c><00:02:15.680><c> you</c><00:02:15.840><c> do</c><00:02:16.400><c> D</c><00:02:16.879><c> for</c><00:02:17.120><c> me</c><00:02:17.680><c> why</c>

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when I ask hey can you do D for me why
 

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when I ask hey can you do D for me why
can<00:02:17.920><c> I</c><00:02:18.080><c> just</c><00:02:18.239><c> say</c><00:02:18.480><c> that</c><00:02:18.879><c> instead</c><00:02:19.200><c> of</c><00:02:19.360><c> having</c><00:02:19.520><c> to</c>

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can I just say that instead of having to
 

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can I just say that instead of having to
do<00:02:19.840><c> that</c><00:02:20.080><c> extra</c><00:02:20.319><c> level</c><00:02:20.560><c> of</c><00:02:20.720><c> processing</c><00:02:21.120><c> in</c><00:02:21.360><c> my</c>

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do that extra level of processing in my
 

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do that extra level of processing in my
mind<00:02:22.080><c> so</c><00:02:22.319><c> I've</c><00:02:22.560><c> started</c><00:02:22.800><c> using</c><00:02:23.040><c> this</c><00:02:23.280><c> open</c>

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mind so I've started using this open
 

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mind so I've started using this open
source<00:02:23.920><c> package</c><00:02:24.239><c> called</c><00:02:24.560><c> open</c><00:02:24.879><c> super</c><00:02:25.120><c> whisper</c>

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source package called open super whisper
 

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source package called open super whisper
I<00:02:25.920><c> literally</c><00:02:26.400><c> like</c><00:02:26.560><c> talk</c><00:02:26.879><c> to</c><00:02:27.120><c> instead</c><00:02:27.440><c> of</c>

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I literally like talk to instead of
 

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I literally like talk to instead of
typing<00:02:27.920><c> out</c><00:02:28.080><c> the</c><00:02:28.239><c> prompts.</c><00:02:28.879><c> Just</c><00:02:29.200><c> love</c><00:02:29.360><c> it</c><00:02:29.599><c> and</c>

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typing out the prompts. Just love it and
 

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typing out the prompts. Just love it and
I<00:02:30.000><c> wish</c><00:02:30.160><c> more</c><00:02:30.400><c> and</c><00:02:30.560><c> more</c><00:02:30.720><c> of</c><00:02:30.959><c> that</c><00:02:31.200><c> happens.</c><00:02:31.680><c> So</c>

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I wish more and more of that happens. So
 

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I wish more and more of that happens. So
like<00:02:32.160><c> voice</c><00:02:32.480><c> becomes</c><00:02:32.879><c> the</c><00:02:33.200><c> primary</c><00:02:33.599><c> mode</c><00:02:33.840><c> of</c>

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like voice becomes the primary mode of
 

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like voice becomes the primary mode of
communication<00:02:34.560><c> for</c><00:02:34.800><c> anything</c><00:02:35.120><c> AI.</c><00:02:35.840><c> Hope.</c>