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#failureforecasting

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Dr. Thompson<p>🧠 5,000 AI agent failures.<br>🔁 42% now predicted before they happen.<br>📉 Downtime slashed by 57%.</p><p>Discover how agentic AI systems are evolving to forecast their own breakdowns—before executing a single action. A system-aware cognitive loop could be the future of intelligent decision-making.</p><p>👉 Read Now:<br><a href="https://medium.com/@rogt.x1997/5-000-failures-later-what-we-learned-about-forecasting-ai-agent-crashes-in-real-time-9219a8e60881" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/5-000-f</span><span class="invisible">ailures-later-what-we-learned-about-forecasting-ai-agent-crashes-in-real-time-9219a8e60881</span></a></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/AgenticAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AgenticAI</span></a> <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/PredictiveAnalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PredictiveAnalytics</span></a> <a href="https://mastodon.social/tags/FailureForecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FailureForecasting</span></a> <a href="https://mastodon.social/tags/CognitiveSystems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CognitiveSystems</span></a> <a href="https://mastodon.social/tags/AIEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIEngineering</span></a> <a href="https://mastodon.social/tags/MLOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MLOps</span></a> <a href="https://mastodon.social/tags/AIAgents" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIAgents</span></a><br><a href="https://medium.com/@rogt.x1997/5-000-failures-later-what-we-learned-about-forecasting-ai-agent-crashes-in-real-time-9219a8e60881" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/5-000-f</span><span class="invisible">ailures-later-what-we-learned-about-forecasting-ai-agent-crashes-in-real-time-9219a8e60881</span></a></p>
Alex M. Dunne :ally:<p><a href="https://masto.digittante.com/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://masto.digittante.com/tags/USECASE" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>USECASE</span></a> || The real potential of <a href="https://masto.digittante.com/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> right now may be less about <a href="https://masto.digittante.com/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://masto.digittante.com/tags/chatbots" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>chatbots</span></a> and more about wide application of <a href="https://masto.digittante.com/tags/FailureForecasting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FailureForecasting</span></a>: the signal analysis of large datasets we get from industrial sensors, large-scale medical tests, or other high transaction activities. MIT</p><p> researchers use large language models to flag problems in complex systems <a href="https://news.mit.edu/2024/researchers-use-large-language-models-to-flag-problems-0814" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">news.mit.edu/2024/researchers-</span><span class="invisible">use-large-language-models-to-flag-problems-0814</span></a></p>