Essays, research, and notes on building AI systems that can be verified.https://siddhantgoswami.comenhttps://siddhantgoswami.com/the-labour-market-impact-of-aihttps://siddhantgoswami.com/the-labour-market-impact-of-aiWhat AI has measurably done to employment so far: no displacement wave, a widening entry-level collapse, and job-creation numbers that are almost all forecasts.Mon, 07 Sep 2026 00:00:00 GMThttps://siddhantgoswami.com/the-four-levels-of-influencehttps://siddhantgoswami.com/the-four-levels-of-influencePersuasion is a ladder of attention, reflection, action and advocacy, and the test of depth is what remains after you leave the room.Thu, 27 Aug 2026 00:00:00 GMThttps://siddhantgoswami.com/the-last-interfacehttps://siddhantgoswami.com/the-last-interfaceFor sixty years humans learned to speak computer. Now software is being pulled away from its own interface, and the contract between intent and action is being redesigned at every layer.Fri, 21 Aug 2026 00:00:00 GMThttps://siddhantgoswami.com/ai-output-is-not-the-bottleneckhttps://siddhantgoswami.com/ai-output-is-not-the-bottleneckAI systems now fail at the review step rather than the generation step, because the judgment that defines a good output is still trapped inside people's heads.Wed, 01 Jul 2026 00:00:00 GMThttps://siddhantgoswami.com/the-engineering-of-creativityhttps://siddhantgoswami.com/the-engineering-of-creativityCreativity is not a gift but a sequence you can run: notice, connect, give form, transmit. AI removes the production bottleneck and leaves only the question of taste.Thu, 04 Jun 2026 00:00:00 GMThttps://siddhantgoswami.com/mcp-isnt-deadhttps://siddhantgoswami.com/mcp-isnt-deadSix pieces on why protocols win: any AI-to-tool system must solve five requirements, the command line wins two and loses three, and here is how to judge every 'X is dead' cycle.Thu, 12 Mar 2026 00:00:00 GMT