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#syntheticdata

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Steve Dustcircle 🌹<p><a href="https://masto.ai/tags/Nvidia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nvidia</span></a> Reportedly Bought a <a href="https://masto.ai/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> Firm. So What's <a href="https://masto.ai/tags/Synthetic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Synthetic</span></a> <a href="https://masto.ai/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a>?</p><p><a href="https://www.cnet.com/tech/services-and-software/nvidia-reportedly-bought-a-synthetic-data-firm-so-whats-synthetic-data/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">cnet.com/tech/services-and-sof</span><span class="invisible">tware/nvidia-reportedly-bought-a-synthetic-data-firm-so-whats-synthetic-data/</span></a></p>
Alex Jimenez<p>Rockfish is helping enterprises leverage <a href="https://mas.to/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a></p><p>Rockfish is startup that uses <a href="https://mas.to/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenerativeAI</span></a> to create synthetic data for operational workflows to help enterprises break down their data silos.</p><p><a href="https://buff.ly/42agbl6" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">buff.ly/42agbl6</span><span class="invisible"></span></a></p><p><a href="https://mas.to/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalTransformation</span></a> <a href="https://mas.to/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mas.to/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Jason H. Moore, Ph.D.<p>Synthetic data can aid the analysis of clinical outcomes: How much can it be trusted? <a href="https://www.pnas.org/doi/10.1073/pnas.2414310121" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">pnas.org/doi/10.1073/pnas.2414</span><span class="invisible">310121</span></a> <a href="https://mastodon.online/tags/ehr" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ehr</span></a> <a href="https://mastodon.online/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioinformatics</span></a> <a href="https://mastodon.online/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a></p>
S. Lott<p><a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>database</span></a> <a href="https://fosstodon.org/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a></p><p>Updated <a href="https://slott56.github.io/DataSynthTool/_build/html/index.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">slott56.github.io/DataSynthToo</span><span class="invisible">l/_build/html/index.html</span></a> </p><p>This will now generate "noisy" data -- a mixture of valid and invalid fields.</p><p>Clearly, invalid data won't be acceptable for creating Pydantic-based objects.</p><p>This uses Pydantic to define the schema classes. However, the generated data can only be processed as a `dict[str, Any]` to avoid validation problems.</p>
Coach Pāṇini ®<p><span class="h-card" translate="no"><a href="https://threads.net/@quillmatiq/" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>quillmatiq</span></a></span> <br><a href="https://mastodon.world/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> is poison for this ecosystem.</p>
Coach Pāṇini ®<p>The <a href="https://mastodon.world/tags/enshittification" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>enshittification</span></a> of the public internet with <a href="https://mastodon.world/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> is going to increase the market value of the hardcover Encyclopedia Brittanica in your home <a href="https://mastodon.world/tags/library" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>library</span></a>.</p>
Coach Pāṇini ®<p>SHOT: “Despite the fact that people are working to avoid model, knowledge or AI collapse, the prospect of this happening is quite alarming.” </p><p><a href="https://blogs.nottingham.ac.uk/makingsciencepublic/2024/04/19/from-contamination-to-collapse-on-the-trail-of-a-new-ai-metaphor/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blogs.nottingham.ac.uk/makings</span><span class="invisible">ciencepublic/2024/04/19/from-contamination-to-collapse-on-the-trail-of-a-new-ai-metaphor/</span></a></p><p>CHASER: <a href="https://mastodon.world/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> is <a href="https://mastodon.world/tags/fentanyl" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fentanyl</span></a> for emergent Clippy, resulting in collapse of the Large Language Model. </p><p><a href="https://www.superversive.co/blog/synthetic-data-is-fentanyl-for-ai" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">superversive.co/blog/synthetic</span><span class="invisible">-data-is-fentanyl-for-ai</span></a></p>
Coach Pāṇini ®<p><span class="h-card" translate="no"><a href="https://mstdn.social/@ppatel" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>ppatel</span></a></span> </p><p><a href="https://mastodon.world/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> in <a href="https://mastodon.world/tags/TrainingData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TrainingData</span></a> is <a href="https://mastodon.world/tags/fentanyl" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fentanyl</span></a> for <a href="https://mastodon.world/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> models: <a href="https://www.superversive.co/blog/synthetic-data-is-fentanyl-for-ai" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">superversive.co/blog/synthetic</span><span class="invisible">-data-is-fentanyl-for-ai</span></a></p>
Coach Pāṇini ®<p><span class="h-card" translate="no"><a href="https://ohai.social/@tuban_muzuru" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>tuban_muzuru</span></a></span> <span class="h-card" translate="no"><a href="https://phpc.social/@ramsey" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>ramsey</span></a></span> <span class="h-card" translate="no"><a href="https://mastodon.online/@chiraag" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>chiraag</span></a></span> <span class="h-card" translate="no"><a href="https://alpaca.gold/@seldo" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>seldo</span></a></span> </p><p>An industrial level of <a href="https://mastodon.world/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> production by <a href="https://mastodon.world/tags/techbros" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>techbros</span></a> falls into the <a href="https://mastodon.world/tags/Cipolla" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Cipolla</span></a>-matrix quadrant of stupid minus ethics and <a href="https://mastodon.world/tags/AIgovernance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIgovernance</span></a>.</p>
Coach Pāṇini ®<p><span class="h-card" translate="no"><a href="https://techhub.social/@futurism" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>futurism</span></a></span> <br><a href="https://mastodon.world/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> is fentanyl for the <a href="https://mastodon.world/tags/SyntheticMachine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticMachine</span></a>: <a href="https://www.superversive.co/blog/synthetic-data-is-fentanyl-for-ai" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">superversive.co/blog/synthetic</span><span class="invisible">-data-is-fentanyl-for-ai</span></a></p>
Lewis Westbury 💛💙🌱<p>Can a person develop a crush on a <a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> generator? 😍 <a href="https://www.getsynth.com/" rel="nofollow noopener" target="_blank"><span class="invisible">https://www.</span><span class="">getsynth.com/</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/OSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OSS</span></a> <a href="https://mastodon.social/tags/tool" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tool</span></a> <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/schema" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>schema</span></a> <a href="https://mastodon.social/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>database</span></a> <a href="https://mastodon.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
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