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Using ChatGPT 5.2? Better watch this first!

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They opened energized and focused almost immediately on GPT 5.2, why the benchmarks matter less than behavior, and what actually feels different when you build with it. Brian shared that he spent four straight hours rebuilding his internal gem builder using GPT 5.2, specifically to test whether OpenAI finally moved past brittle master and router prompting. The rest of the episode mixed deep hands on prompting work, real world agent behavior, smaller but meaningful AI breakthroughs in vision restoration and open source math reasoning, and reflections on where agentic systems are clearly heading.


Key Points Discussed


GPT 5.2 shows a real shift toward higher level goal driven prompting


Benchmarks matter less than whether custom GPTs are easier to build and maintain


GPT 5.2 Pro enables collapsing complex multi prompt systems into single meta prompts


Cookbook guidance is critical for understanding how 5.2 behaves differently from 5.1


Brian rebuilt his gem builder using fewer documents and far less prompt scaffolding


Structured phase based prompting works reliably without master router logic


Stress testing and red teaming can now be handled inside a single build flow


Spreadsheet reasoning and chart interpretation show meaningful improvement


Image generation still lags Gemini for comics and precise text placement


OpenAI hints at a smaller Shipmas style release coming next week


Topaz Labs wins an Emmy for AI powered image and video restoration


Science Corp raises 260M for a grain sized retinal implant restoring vision


Open source Nomos One scores near elite human levels on the Putnam math competition


Advanced orchestration beats raw model scale in some reasoning tasks


Agentic systems now behave more like pseudocode than chat interfaces


Timestamps and Topics


00:00:00 👋 Opening, GPT 5.2 focus, community callout

00:04:30 🧠 Initial reactions to GPT 5.2 Pro and benchmarks

00:09:30 📊 Spreadsheet reasoning and financial model improvements

00:14:40 ⏱️ Timeouts, latency tradeoffs, and cost considerations

00:18:20 📚 GPT 5.2 prompting cookbook walkthrough

00:24:00 🧩 Rebuilding the gem builder without master router prompts

00:31:40 🔒 Phase locking, guided workflows, and agent like behavior

00:38:20 🧪 Stress testing prompts inside the build process

00:44:10 🧾 Live demo of new client research and prep GPT

00:52:00 🖼️ Image generation test results versus Gemini

00:56:30 🏆 Topaz Labs wins Emmy for restoration tech

01:00:40 👁️ Retinal implant restores vision using AI and BCI

01:05:20 🧮 Nomos One open source model dominates math benchmarks

01:11:30 🤖 Agentic behavior as pseudocode and PRD driven execution

01:18:30 🎄 Shipmas speculation and next week expectations

01:22:40 🏁 Week wrap up and community reminders


The Daily AI Show Co Hosts: Brian Maucere, Beth Lyons, and Andy Halliday

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