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yurcash :
Если одна из тем понравилась и помогла в обучении с работой ии , оставляйте реакции - это мотивирует разработчиков форума двигаться в правильном направлении
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<blockquote data-quote="yurcash" data-source="post: 10" data-attributes="member: 3"><p>Alright, imagine this:</p><p></p><p></p><p>You build a program. It runs, does exactly what you told it to.</p><p>But every time something changes, you have to go back in, tweak the code, update the logic. Feels like babysitting, right?</p><p></p><p></p><p><strong><span style="color: rgb(250, 197, 28)">Now imagine a system that improves on its own.</span></strong></p><p>It sees new data, adapts, and gets smarter — without you lifting a finger.</p><p></p><p></p><p>That’s what a <strong>self-learning system</strong> is:</p><p>An AI that keeps learning from experience and gets better over time — all by itself.</p><p></p><p></p><hr /><p></p><h3><img class="smilie smilie--emoji" alt="💡" src="https://cdn.jsdelivr.net/joypixels/assets/8.0/png/unicode/64/1f4a1.png" title="Light bulb :bulb:" data-shortname=":bulb:" loading="lazy" width="64" height="64" /><span style="color: rgb(97, 189, 109)"> What makes it different?</span></h3><p></p><p>This isn’t just a script with rules.</p><p>It’s a system that:</p><p></p><p></p><ul>
<li data-xf-list-type="ul"><span style="color: rgb(250, 197, 28)"><strong>notices its mistakes</strong>,</span></li>
<li data-xf-list-type="ul"><span style="color: rgb(250, 197, 28)"><strong>adjusts to new patterns</strong>,</span></li>
<li data-xf-list-type="ul"><span style="color: rgb(250, 197, 28)">and <strong>performs better tomorrow than it did today</strong>.</span></li>
</ul><p></p><hr /><p></p><h3><img class="smilie smilie--emoji" alt="🤖" src="https://cdn.jsdelivr.net/joypixels/assets/8.0/png/unicode/64/1f916.png" title="Robot face :robot:" data-shortname=":robot:" loading="lazy" width="64" height="64" /> <span style="color: rgb(97, 189, 109)">Where have you seen it?</span></h3><p></p><ul>
<li data-xf-list-type="ul"><span style="color: rgb(250, 197, 28)"><strong>Netflix/YouTube</strong>: Recommendations improve the more you watch.</span></li>
<li data-xf-list-type="ul"><span style="color: rgb(250, 197, 28)"><strong>Tesla Autopilot</strong>: Learns from millions of real-world drives.</span></li>
<li data-xf-list-type="ul"><span style="color: rgb(250, 197, 28)"><strong>Gmail</strong>: Spam filters get sharper the more emails they process.</span></li>
</ul><p></p><hr /><p></p><h3><img class="smilie smilie--emoji" alt="🔁" src="https://cdn.jsdelivr.net/joypixels/assets/8.0/png/unicode/64/1f501.png" title="Repeat button :repeat:" data-shortname=":repeat:" loading="lazy" width="64" height="64" /> <span style="color: rgb(97, 189, 109)">How does it actually work?</span></h3><p></p><p>Most self-learning systems go through a loop:</p><p></p><p></p><ol>
<li data-xf-list-type="ol"><span style="color: rgb(250, 197, 28)"><strong>Collect data</strong> (user behavior, outcomes, errors).</span></li>
<li data-xf-list-type="ol"><span style="color: rgb(250, 197, 28)"><strong>Learn from it</strong> (update internal models).</span></li>
<li data-xf-list-type="ol"><span style="color: rgb(250, 197, 28)"><strong>Apply what they learned</strong> — and see if it works better.</span></li>
</ol><p></p><p>Then... repeat. Continuously.</p><p></p><p></p><hr /><p></p><h3><img class="smilie smilie--emoji" alt="🚀" src="https://cdn.jsdelivr.net/joypixels/assets/8.0/png/unicode/64/1f680.png" title="Rocket :rocket:" data-shortname=":rocket:" loading="lazy" width="64" height="64" /><span style="color: rgb(97, 189, 109)"> Why does it matter?</span></h3><p></p><p>Because it’s a huge step toward truly <strong>autonomous AI</strong> — systems that <strong><span style="color: rgb(250, 197, 28)">don’t just follow instructions</span></strong>, but actually <strong>figure out better ways to do things</strong>.</p><p></p><p></p><p>And the wild part?</p><p>We’re already living with them — in our phones, our cars, our inboxes.</p><p></p><p></p><hr /><p></p><p>If you want, I can turn this into a visual post, blog draft, or even a mini-presentation layout. Just say the word!</p></blockquote><p></p>
[QUOTE="yurcash, post: 10, member: 3"]
Alright, imagine this:
You build a program. It runs, does exactly what you told it to.
But every time something changes, you have to go back in, tweak the code, update the logic. Feels like babysitting, right?
[B][COLOR=rgb(250, 197, 28)]Now imagine a system that improves on its own.[/COLOR][/B]
It sees new data, adapts, and gets smarter — without you lifting a finger.
That’s what a [B]self-learning system[/B] is:
An AI that keeps learning from experience and gets better over time — all by itself.
[HR][/HR]
[HEADING=2]💡[COLOR=rgb(97, 189, 109)] What makes it different?[/COLOR][/HEADING]
This isn’t just a script with rules.
It’s a system that:
[LIST]
[*][COLOR=rgb(250, 197, 28)][B]notices its mistakes[/B],[/COLOR]
[*][COLOR=rgb(250, 197, 28)][B]adjusts to new patterns[/B],[/COLOR]
[*][COLOR=rgb(250, 197, 28)]and [B]performs better tomorrow than it did today[/B].[/COLOR]
[/LIST]
[HR][/HR]
[HEADING=2]🤖 [COLOR=rgb(97, 189, 109)]Where have you seen it?[/COLOR][/HEADING]
[LIST]
[*][COLOR=rgb(250, 197, 28)][B]Netflix/YouTube[/B]: Recommendations improve the more you watch.[/COLOR]
[*][COLOR=rgb(250, 197, 28)][B]Tesla Autopilot[/B]: Learns from millions of real-world drives.[/COLOR]
[*][COLOR=rgb(250, 197, 28)][B]Gmail[/B]: Spam filters get sharper the more emails they process.[/COLOR]
[/LIST]
[HR][/HR]
[HEADING=2]🔁 [COLOR=rgb(97, 189, 109)]How does it actually work?[/COLOR][/HEADING]
Most self-learning systems go through a loop:
[LIST=1]
[*][COLOR=rgb(250, 197, 28)][B]Collect data[/B] (user behavior, outcomes, errors).[/COLOR]
[*][COLOR=rgb(250, 197, 28)][B]Learn from it[/B] (update internal models).[/COLOR]
[*][COLOR=rgb(250, 197, 28)][B]Apply what they learned[/B] — and see if it works better.[/COLOR]
[/LIST]
Then... repeat. Continuously.
[HR][/HR]
[HEADING=2]🚀[COLOR=rgb(97, 189, 109)] Why does it matter?[/COLOR][/HEADING]
Because it’s a huge step toward truly [B]autonomous AI[/B] — systems that [B][COLOR=rgb(250, 197, 28)]don’t just follow instructions[/COLOR][/B], but actually [B]figure out better ways to do things[/B].
And the wild part?
We’re already living with them — in our phones, our cars, our inboxes.
[HR][/HR]
If you want, I can turn this into a visual post, blog draft, or even a mini-presentation layout. Just say the word!
[/QUOTE]