https://aibussin.com/tags/ai-engineering/ Recent content in AI Engineering on AIBussin — AI applications, systems and books Hugo en-US Sat, 08 Aug 2026 22:44:00 +0100 https://aibussin.com/books/advanced-agents-from-first-principles/02-chapter/ Sat, 08 Aug 2026 22:44:00 +0100 https://aibussin.com/books/advanced-agents-from-first-principles/02-chapter/ <p>A reasoning agent gives you one answer.</p> <p>You run it again.</p> <p>It gives you another.</p> <p>You change nothing important:</p> <ul> <li>same task,</li> <li>same tools,</li> <li>same model family,</li> <li>same broad context.</li> </ul> <p>Yet the result changes.</p> <p>That is not necessarily a bug.</p> <p>A probabilistic model is allowed to produce more than one plausible trajectory.</p> <p>The engineering question is different:</p> <blockquote> <p><strong>How should an agent system use that variation?</strong></p> </blockquote> <p>One common answer is <strong>self-consistency</strong>.</p> <p>Generate several independent reasoning trajectories.</p> https://aibussin.com/post/real/ Sat, 06 Jun 2026 14:40:59 +0000 https://aibussin.com/post/real/ <h2 id="capability-is-real-application-is-the-bet">Capability is real. Application is the bet</h2> <p>The AI economy is no longer theoretical.</p> <p>AI is now showing up in financial statements, capex plans, and reported investment gains.</p> <p>The largest technology companies in the world are not merely talking about AI, demoing AI, or adding AI features to their products. They are booking AI-related investment gains, redirecting capital expenditure toward AI infrastructure, reorganizing product interfaces around AI, and asking investors to value them as AI platform companies.</p>