Finally, I understand machine learning by crrdlx

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hive-169321 · @crrdlx · Nov 14 '22

$0.82

Finally, I understand machine learning

The distinction between machine learning (ML) and artificial intelligence (AI) is a puzzle to me. I'm *still* puzzled, but, I think I've got ML down now. 

>You know ML and AI are important because people Throw Around The Abbreviations (TATA). 

<center>
https://images.hive.blog/350x350/https://files.peakd.com/file/peakd-hive/crrdlx/Ep3jfT1J6HMZEAeaQnAWezzQVWgRwfuPnzWqvNZbZy3T2JyoDsSoxeZCHSfPKGgEPzA.jpg
</center>

Doing a bit of digging, I now realize there may be *three* things at play here: ML, AI, *and* hard code. I guess that's (HC), I dunno. Hard code consists of hard-and-fast rules that are carried out every single time in the same way.  

Machine learning seems one step above hard code. As I understand, ML is *still* hard code, but next level HC. With ML, actions can change based on *past* actions in an attempt to get better results. When ML and AI cease to *still* be hard code, that is when ML and AI start to *write* and *execute* their *own* code...oh boy! We're in trouble then.

To understand *machine learning* I had to draw up an animation so that it'd stick in my chipmunk brain. In my analysis, here's the difference between machine learning and hard code.

<center>
https://files.peakd.com/file/peakd-hive/crrdlx/EpVG1nYtHyibovLa1sAqQzZq8URkfPeKTyc4LgygS9aV1suCvL21An34gTE4bjpp3VA.gif
</center>

#### tldr;

**HC**: Do the same thing every dang time no matter the result. It's hard coded.
**ML**: It's still hard coded, but this time is says to: (1) try it, (2) test the result, (3) if result is bad, then do something else, (4) if result is good, repeat it

To do next: figure out the difference between ML and AI.

----

With thanks to @iviaxpow3r for tickling my chipmunk brain on this topic which I've never understood.


----

<center>https://files.peakd.com/file/peakd-hive/crrdlx/aed6qg6V-stickypeople001-small.gif</center>
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@blanchy · Nov 14 '22

This post just scared the bejesus out of me. 
AI : Build the platform and then kill all humans who built the other bridge.

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@crrdlx · Nov 14 '22

I think we'll be okay. 😀 
!LUV

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@luvshares · Nov 14 '22

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@iviaxpow3r · Nov 14 '22

From what I understand, this is essentially how humans learn too.

I think ML becomes more of a full AI when we apply just a few more things to it:
1. The ability to improve its own code (already possible with Codex by OpenAI)
2. The ability to adapt/refine/change what it’s optimizing for… in your bridge example it would be like changing the code so that it removes the assuming it’s needs a bridge and rather just needs to get over the chasm, etc…

I don’t know if we’re far off from either of these changes being very doable.

!LUV the thoughts :)
!PIZZA !ALIVE

👍 crrdlx

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@crrdlx · Nov 14 '22

Ahh. I was starting to figure think along what you're saying for AI, that altering the "hard code" as the next step. I'll keep thinking on it.
As to how humans learn, no doubt we learn the same way. A quote I like by Will Rogers: Good judgment comes from experience, and a lot of that comes from bad judgment. The one thing that I'd also throw out is that sometimes, we humans have that stroke of genius lightbulb moment, that new hypothesis that just synthesizes seemingly from nowhere. It may be infrequent, but it happens. 
!LUV

👍 iviaxpow3r

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@luvshares · Nov 14 '22

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@luvshares · Nov 14 '22

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@youarealive · Nov 14 '22

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@pizzabot · Nov 14 '22

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I gifted <strong>$PIZZA</strong> slices here:
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@poshtoken · Nov 15 '22

https://twitter.com/1136704742862807042/status/1592322453430185984
<sub> The rewards earned on this comment will go directly to the people( @crrdlx ) sharing the post on Twitter as long as they are registered with @poshtoken. Sign up at https://hiveposh.com.</sub>

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@pravesh0 · Nov 17 '22

As I understand from my graduation days, ML is a subset of AI. Well, everything has to be hard-coded in some ways. All the algorithms changing are just a few variables each time they perform a task and try to minimize the error in the system. 

The next logical goal will be to understand Deep learning and some NLP (natural language Processing) as well. Once, I knew all the buzzwords out there. But I need a refresher course. hehe 

*Knowledge is Power!* Keep on learning, brother. ✌️

!LUV

👍 crrdlx

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@crrdlx · Nov 17 '22

So much to learn. !LUV<div><a href="https://engage.hivechain.app">![](https://i.imgur.com/XsrNmcl.png)</a></div>

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@luvshares · Nov 17 '22

@pravesh0, @crrdlx<sub>(1/4)</sub> sent you LUV. <a href="https://peakd.com/@luvshares/about" style="text-decoration:none"><img src="https://files.peakd.com/file/peakd-hive/crrdlx/AKU7oyCXxGwYyudB42kJ7JtoZ63bdeHvm4icoT9xdGNxA4i4BwudGyPvTQrEwPd.gif"></a> <a href="https://tribaldex.com/wallet/" style="text-decoration:none">wallet</a> | <a href="https://hive-engine.com/trade/LUV" style="text-decoration:none">market</a> | <a
    href="https://crrdlx.websavvy.work/" style="text-decoration:none">tools</a> | <a 
    href="https://discord.gg/K5GvNhcPqR" style="text-decoration:none">discord</a> | <a href="https://peakd.com/c/hive-159259">community | <a href="https://ichthys.netlify.app" style="text-decoration:none"><>< daily</a>
<br>
<center><a href="https://crrdlx.websavvy.work/wiki" target="_blank"><img src="https://files.peakd.com/file/peakd-hive/crrdlx/23sxEPgMNuQ5YPsuGungJ25Dpd6BjwgUmNkFAGCNnsKABBpUPXuRVgahFnwuZm9Qnf8Eh.png"></a><br><a href="https://crrdlx.websavvy.work/wiki" target="_blank">HiveWiki</a></center>
<br>
<center><a href="https://peakd.com/nftforpeace/@hivebuzz/nft-for-peace" target="_blank"><img src="https://files.peakd.com/file/peakd-hive/luvshares/242henrWsje7ivLwY3jxy15af3LJqvUzEmrEKAViGAowE1XsPqkDUuQ6QnwYpVJUWKN7c.gif"></a><br><a href="https://peakd.com/nftforpeace/@hivebuzz/nft-for-peace" target="_blank">HiveBuzz.me NFT for Peace</a></center>

properties (22)

`author`	luvshares
`permlink`	re-re-1668721131761-20221117t213912z
`category`	hive-169321
`json_metadata`	"{"app": "beem/0.24.26"}"
`created`	2022-11-17 21:39:12
`last_update`	2022-11-17 21:39:12
`depth`	3
`children`	0
`last_payout`	2022-11-24 21:39:12
`cashout_time`	1969-12-31 23:59:59
`total_payout_value`	0.000 HBD
`curator_payout_value`	0.000 HBD
`pending_payout_value`	0.000 HBD
`promoted`	0.000 HBD
`body_length`	1,379
`author_reputation`	5,651,102,754,153
`root_title`	"Finally, I understand machine learning"
`beneficiaries`	`[]`
`max_accepted_payout`	1,000,000.000 HBD
`percent_hbd`	10,000
`post_id`	118,415,006
`net_rshares`	0

@luvshares · Nov 17 '22

@crrdlx, @pravesh0<sub>(1/1)</sub> sent you LUV. <a href="https://peakd.com/@luvshares/about" style="text-decoration:none"><img src="https://files.peakd.com/file/peakd-hive/crrdlx/AKU7oyCXxGwYyudB42kJ7JtoZ63bdeHvm4icoT9xdGNxA4i4BwudGyPvTQrEwPd.gif"></a> <a href="https://tribaldex.com/wallet/" style="text-decoration:none">wallet</a> | <a href="https://hive-engine.com/trade/LUV" style="text-decoration:none">market</a> | <a
    href="https://crrdlx.websavvy.work/" style="text-decoration:none">tools</a> | <a 
    href="https://discord.gg/K5GvNhcPqR" style="text-decoration:none">discord</a> | <a href="https://peakd.com/c/hive-159259">community | <a href="https://ichthys.netlify.app" style="text-decoration:none"><>< daily</a>
<br>
<center><a href="https://crrdlx.websavvy.work/wiki" target="_blank"><img src="https://files.peakd.com/file/peakd-hive/crrdlx/23sxEPgMNuQ5YPsuGungJ25Dpd6BjwgUmNkFAGCNnsKABBpUPXuRVgahFnwuZm9Qnf8Eh.png"></a><br><a href="https://crrdlx.websavvy.work/wiki" target="_blank">HiveWiki</a></center>
<br>
<center><a href="https://peakd.com/nftforpeace/@hivebuzz/nft-for-peace" target="_blank"><img src="https://files.peakd.com/file/peakd-hive/luvshares/242henrWsje7ivLwY3jxy15af3LJqvUzEmrEKAViGAowE1XsPqkDUuQ6QnwYpVJUWKN7c.gif"></a><br><a href="https://peakd.com/nftforpeace/@hivebuzz/nft-for-peace" target="_blank">HiveBuzz.me NFT for Peace</a></center>

properties (22)