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Basil C. Puglisi

Artificial Intelligence (AI) & Digital Marketing Since 2009

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Perplexity

The Governance Layer Perplexity’s Model Council Needs

May 28, 2026 by Basil C. Puglisi 1 Comment

Architecture diagram mapping Perplexity Model Council gaps to four HAIA governance components.

Perplexity built the right architecture for multi-model AI: dispatch three frontier models in parallel and compare their outputs. What the product does not have is governance over the synthesizer that combines those outputs before any human reads them. This case study maps the gap, proposes four published open-source governance components as the overlay, and identifies why Perplexity’s own engineering culture already practices the checkpoint pattern the synthesizer needs.

Filed Under: AI Artificial Intelligence, AI Governance, Business, Data & CRM, Enterprise AI, Multi-AI Governance, Thought Leadership Tagged With: AI Governance, Checkpoint-Based Governance, GOPEL, GSA, HAIA-CAIPR, HAIA-RECCLIN, Model Council, multi-model AI, Perplexity, synthesizer governance

AI Personalization Prompts

December 1, 2025 by Basil C. Puglisi Leave a Comment

Personalize AI, Customize AI answers

Deploy HAIA-RECCLIN governance to your AI tools, even though each platform stores custom instructions differently. This guide by Basil C. Puglisi gives the code and the exact place to paste it for Claude, ChatGPT, Gemini, Grok, Perplexity, DeepSeek, Mistral, and any other platform. Each prompt sets the AI to declare its role, cite sources, flag conflicts, and defer final decisions to you.

Filed Under: AI Artificial Intelligence, Data & CRM, Design, Multi-AI Governance, Workflow Tagged With: AI, ChatGPT, Cluade, DeepSeek, Gemini, Mistral, Perplexity

The Case for AI Provider Plurality in Evidence-Based Research

October 30, 2025 by Basil C. Puglisi Leave a Comment

AI Personalization Prompts Featured Image

This white paper by Basil C. Puglisi tests whether multi-AI provider plurality, with human arbitration, can correct the WEIRD bias that AI inherits from its training data. Family structure and the division of caregiving and earning serve as the test case. ChatGPT refused to engage the evidence, Perplexity researched it, and Claude confirmed the synthesis.

Filed Under: AI Artificial Intelligence, Multi-AI Governance, Thought Leadership, White Papers Tagged With: AI, bias, ChatGPT, Claude, openai, Perplexity

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Responsible AI (#AIgenerated by Agents)

New AI Certificates for Doctors and Teachers Teach Checking. Do They Certify It? #AIg

Google launched an AI certificate for healthcare professionals that takes under five hours and carries up to 5.0 CME credits, and Scale and UMSL launched a 12-hour microcredential for teachers. Both teach evaluation of AI output. A European teacher framework asks for evidence of it, and employers can too.

OpenAI Built Four Layers to Watch Its Agents. Human Paging Mostly Keeps Business Hours #AIg

OpenAI’s October 29 post describes up to four automated layers that watch its agents, then discloses that human paging runs at any hour only for highest-priority alerts on frontier training runs, during business hours for most other traffic, and is currently off for internal Codex. For enterprise deployments, alerts go to the customer’s own webhook, and on our reading so does the decision.

House Democrats Ask AI Labs for Incident Reports Within 48 Hours of Discovery #AIg

Letters dated October 27 ask five frontier AI companies for a full accounting of misalignment incidents by November 11 and notice within 48 hours of discovery. None of the fourteen requested items asks who inside a company decides a flagged event is an incident, and that decision is what starts the clock.

A New Jersey Bill Takes Reasonable Care Off the Table for Chatbot Injuries #AIg

New Jersey’s A5607, reported out of committee on October 19, would make a chatbot a product and hold its provider liable for any injury to a user from its use, even after all reasonable care. The monthly harm assessment it requires still needs a named person to decide what the numbers mean.

Europe Proposes Free Access to the Standards Behind AI Act Compliance #AIg

The European Commission proposed on October 6 to make standards referenced in EU law free to read, speed up how they are requested and assessed, and write its own common specifications when standards bodies run late. With EN 18286 now the first AI Act standard, the question is what a faster standard can certify.

New York City Wants a One-Step Exit From Every Customer Service Chatbot #AIg

New York City’s consumer agency proposed rules on October 20 for AI chatbots and phone menus: disclose the bot up front, offer a one-step path to a human, and keep logs showing whether customers got help. The 72-hour repeat-contact count may matter most.

Barclays and Amex Cut 5% Each for AI. Neither Said Who Will Check the Work #AIg

Barclays plans about 5,000 job cuts with fewer developers as AI lifts productivity, and American Express is cutting about 5% of positions to prepare for AI. Wider spans of control and fewer reviewers meet more AI output. Four questions to answer before an AI-justified cut.

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