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Dr. Thompson<p>📊 Can your 8GB laptop handle DeepSeek R1?<br>We ran 250 sessions, built XGBoost models (R² = 0.91 ✅), and found the hidden levers behind RAM, latency &amp; reasoning accuracy.<br>This isn't guesswork—it's LLM deployment as data science 💡🔍</p><p>🔗 Read the full breakdown:<br><a href="https://medium.com/@rogt.x1997/can-you-run-deepseek-r1-on-8gb-ram-a-data-science-driven-breakdown-21340677a063" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/can-you</span><span class="invisible">-run-deepseek-r1-on-8gb-ram-a-data-science-driven-breakdown-21340677a063</span></a><br><a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://mastodon.social/tags/EdgeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EdgeAI</span></a> <a href="https://mastodon.social/tags/DeepSeekR1" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepSeekR1</span></a> <a href="https://mastodon.social/tags/AIForecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIForecasting</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/LocalInference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LocalInference</span></a><br><a href="https://medium.com/@rogt.x1997/can-you-run-deepseek-r1-on-8gb-ram-a-data-science-driven-breakdown-21340677a063" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/can-you</span><span class="invisible">-run-deepseek-r1-on-8gb-ram-a-data-science-driven-breakdown-21340677a063</span></a></p>
techi<p>AI is revolutionizing weather forecasting by offering faster, cheaper, and more accurate predictions without the need for supercomputers. Tools like Aardvark Weather and WeatherMesh-3 can generate 14-day forecasts in seconds using just a laptop. </p><p><a href="https://mstdn.social/tags/WeatherTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WeatherTech</span></a> <a href="https://mstdn.social/tags/AIinClimate" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIinClimate</span></a> <a href="https://mstdn.social/tags/AardvarkWeather" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AardvarkWeather</span></a> <a href="https://mstdn.social/tags/ExtremeWeather" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExtremeWeather</span></a> <a href="https://mstdn.social/tags/DisasterPreparedness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DisasterPreparedness</span></a> <a href="https://mstdn.social/tags/AIForecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIForecasting</span></a> <a href="https://mstdn.social/tags/ClimateChange" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateChange</span></a> <a href="https://mstdn.social/tags/TECHi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TECHi</span></a> </p><p>Read Full Article Here :- <a href="https://www.techi.com/ai-precision-weather-forecasting-models/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">techi.com/ai-precision-weather</span><span class="invisible">-forecasting-models/</span></a></p>
Winbuzzer<p>New AI Model Forecasts Wildfire Activity by Tracking Fuel, Not Just Fire Risk</p><p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/AIforecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIforecasting</span></a> <a href="https://mastodon.social/tags/WildfirePrediction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WildfirePrediction</span></a> <a href="https://mastodon.social/tags/ClimateTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ClimateTech</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/EnvironmentalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EnvironmentalAI</span></a> <a href="https://mastodon.social/tags/ECMWF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ECMWF</span></a> <a href="https://mastodon.social/tags/PoFmodel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PoFmodel</span></a> <a href="https://mastodon.social/tags/WeatherAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>WeatherAI</span></a> <a href="https://mastodon.social/tags/FireRisk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FireRisk</span></a> <a href="https://mastodon.social/tags/GeospatialAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GeospatialAI</span></a></p><p><a href="https://winbuzzer.com/2025/04/02/new-ai-model-forecasts-wildfire-activity-by-tracking-fuel-not-just-fire-risk-xcxwbn/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">winbuzzer.com/2025/04/02/new-a</span><span class="invisible">i-model-forecasts-wildfire-activity-by-tracking-fuel-not-just-fire-risk-xcxwbn/</span></a></p>
Tech news from Canada<p>Ars Technica: AI outperforms conventional weather forecasting for the first time: Google study <a href="https://arstechnica.com/?p=1983760" rel="nofollow noopener" target="_blank"><span class="invisible">https://</span><span class="">arstechnica.com/?p=1983760</span><span class="invisible"></span></a> <a href="https://mastodon.roitsystems.ca/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Tech</span></a> <a href="https://mastodon.roitsystems.ca/tags/arstechnica" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>arstechnica</span></a> <a href="https://mastodon.roitsystems.ca/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IT</span></a> <a href="https://mastodon.roitsystems.ca/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Technology</span></a> <a href="https://mastodon.roitsystems.ca/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://mastodon.roitsystems.ca/tags/googledeepmind" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>googledeepmind</span></a> <a href="https://mastodon.roitsystems.ca/tags/AIforecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIforecasting</span></a> <a href="https://mastodon.roitsystems.ca/tags/meteorology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>meteorology</span></a> <a href="https://mastodon.roitsystems.ca/tags/hurricanes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hurricanes</span></a> <a href="https://mastodon.roitsystems.ca/tags/GraphCast" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GraphCast</span></a> <a href="https://mastodon.roitsystems.ca/tags/Science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Science</span></a> <a href="https://mastodon.roitsystems.ca/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://mastodon.roitsystems.ca/tags/Weather" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Weather</span></a> <a href="https://mastodon.roitsystems.ca/tags/Biz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Biz</span></a>&amp;IT <a href="https://mastodon.roitsystems.ca/tags/Google" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Google</span></a> <a href="https://mastodon.roitsystems.ca/tags/google" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>google</span></a> <a href="https://mastodon.roitsystems.ca/tags/ecmwf" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ecmwf</span></a> <a href="https://mastodon.roitsystems.ca/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
IT News<p>AI outperforms conventional weather forecasting for the first time: Google study - Enlarge / A file photo of Tropical Storm Fiona as seen in a satellite i... - <a href="https://arstechnica.com/?p=1983760" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arstechnica.com/?p=1983760</span><span class="invisible"></span></a> <a href="https://schleuss.online/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://schleuss.online/tags/googledeepmind" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>googledeepmind</span></a> <a href="https://schleuss.online/tags/aiforecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>aiforecasting</span></a> <a href="https://schleuss.online/tags/meteorology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>meteorology</span></a> <a href="https://schleuss.online/tags/hurricanes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hurricanes</span></a> <a href="https://schleuss.online/tags/graphcast" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>graphcast</span></a> <a href="https://schleuss.online/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://schleuss.online/tags/weather" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>weather</span></a> <a href="https://schleuss.online/tags/biz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biz</span></a>⁢ <a href="https://schleuss.online/tags/google" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>google</span></a> <a href="https://schleuss.online/tags/ecmwf" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ecmwf</span></a> <a href="https://schleuss.online/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a></p>