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RADSAM Academy of AI Sovereign Governance
Independent Forensic AI Audit for Litigation
Empowering the Next Generation of AI Pioneers
At Radsam Academy of AI, we believe that the future belongs to those who understand the language of intelligence. Our curriculum goes beyond simple coding; we bridge the gap between complex theoretical concepts and real-world application, offering a comprehensive ecosystem for learners at every stage of their journey. Whether you are looking to master machine learning, explore the ethics of automation, or deploy sophisticated neural networks, Radsam Academy provides the expert-led mentorship and hands-on projects necessary to turn curiosity into career-defining mastery.


Radsam's Tuesdays AI litigation briefing for legal professionals, top-tier lawyers and honorable judges - June 02, 2026
This is an honest AI disclosure. This briefing is my, Pouya Shafabakhsh’s analysis from the perspective of AI governance, risk, and compliance, and AI litigation. For the convenience of esteemed lawyers and busy C-suite executives, we have also created an AI-generated podcast, which provides a deep dive analysis for those who prefer listening over reading. I. Tactical AI Strategy Development Outpaces Outcome Prediction Systems in Premier Law Firms Executive News Overview and

Pouya Shafabakhsh
10 min read


INSIDE THE SECTIONS: A FORENSIC ANALYSIS OF 22 NYCRR PART 161 FOR ENTERPRISE NEW YORK LITIGATION | June 02, 2026
The Sovereign Imperative: True compliance is an architectural defense, not an administrative checklist. Navigating New York's new regulatory landscape requires an expert understanding of how state-level verification mandates interact with federal evidentiary privileges and cross-border data vulnerabilities. 1. Section-by-Section Deconstruction of 22 NYCRR Part 161 To manage risk within tier-one corporate frameworks, senior counsel must move past general summaries and analyze

Pouya Shafabakhsh
5 min read


THE COURTROOM VERDICT: DEMONSTRATING DEFENSIBLE COMPLIANCE IN OPEN COURT UNDER 22 NYCRR PART 161 | June 01, 2026
The Execution Benchmark: As of this morning, compliance is no longer a future planning initiative; it is an active courtroom performance metric. Fulfilling the mandate of independent verification requires an authoritative, transparent baseline that satisfies the judiciary without exposing proprietary assets to public networks. 1. The Day-One Reality: The Gavel Falls on Unverified Submissions The transition window has closed. As the state judiciary officially enforces 22 NYCRR

Pouya Shafabakhsh
5 min read


The Million-Dollar IP Dilemma: Are Your Automated Workflows Secretly Waiving Client Privilege?
Generative AI platforms are undeniably revolutionizing elite intellectual property practices, compressing complex prior art curation and sophisticated patent drafting from grueling weeks into mere minutes. Yet, this unvetted reliance on commercial large language models represents a catastrophic form of algorithmic negligence—one that structurally weaponizes your own proprietary data against you. How can a top-tier intellectual property firm credibly defend a client’s multi-

Pouya Shafabakhsh
4 min read


Can Anthropic’s MCP and Sandbox Truly Protect Data Sovereignty and Prevent AI Data Leakage in North American Courtrooms?
The Rise of Cloud AI in Legal & Compliance Workflows On Tuesday, May 19th, I came across a LinkedIn post from KPMG executives in Canada and the United States celebrating their collaboration with Anthropic’s cloud AI capabilities. As someone practicing from the lens of AI Governance, Risk, and Compliance (AI GRC) and AI litigation, I joined the celebration of innovation, but I also raised a critical question: how can cloud AI environments defend data sovereignty and prevent da

Pouya Shafabakhsh
3 min read


The Privilege Paradigm Shift: The Catastrophic Evaporation of Attorney-Client Confidentiality in the Era of Generative AI
On May 8, 2026, a critical legal threshold was irrevocably breached, signaling a systemic vulnerability for modern legal departments and exposing the wholesale evaporation of attorney-client privilege within consumer-grade Generative AI environments. The Evaporation of Attorney-Client Privilege in Public LLMs The Legal Precedent of Heppner v. United States As detailed in rigorous analyses by The National Law Review, the foundational protection of attorney work product relies

Pouya Shafabakhsh
5 min read


The Thursday AI Governance, Risks & Compliance Briefing for North American C-Suite Executives - May 28, 2026
Executive Summary The shifting architecture of North American artificial intelligence governance has reached an inflection point, transitioning from fragmented corporate discretion to mandatory, high-stakes regulatory accountability. Over the preceding seven days, developments across the federal corridors of Canada and the United States, alongside landmark international precedents, underscore an escalating corporate exposure to algorithmic liability. Corporate officers can no

Pouya Shafabakhsh
15 min read


Tuesdays' AI Litigation Briefing for North America's Legal Professionals and Honorable Judges - May 26, 2026.
Executive Summary The North American judicial landscape is currently confronting a profound systemic evolution as algorithmic frameworks increasingly transition from corporate operational tools into central points of evidentiary and liability contention. Over the preceding seven days, federal and appellate dockets have experienced an unprecedented influx of high-stakes litigation that directly challenges traditional doctrines of personal jurisdiction, statutory privacy bounda

Pouya Shafabakhsh
13 min read


The Thursday AI Governance, Risks & Compliance Briefing for North American C-Suite Executives - May 21, 2026
Executive Summary The macroeconomic deployment of artificial intelligence across the North American corporate landscape has reached a critical inflection point, exposing a widening chasm between operational acceleration and foundational data governance. Enterprise telemetry from the preceding seven days reveals that while technology providers are aggressively shipping verticalized, domain-specific AI agents and automated contract lifecycle systems, the internal corporate infr

Pouya Shafabakhsh
16 min read


Tuesdays' AI Litigation Briefing for North America's Legal Professionals and Honorable Judges - May 19, 2026
Executive Summary The North American legal corridor is undergoing a profound structural shift as the judiciary establishes aggressive boundaries around algorithmic accountability, evidentiary integrity, and professional responsibility. Over the preceding seven days, landmark developments have underscored that the era of treating artificial intelligence as an unregulated operational layer has drawn to an absolute close. In the United States, a historic California jury verdict

Pouya Shafabakhsh
13 min read


The Thursday AI Governance, Risks & Compliance Briefing for North American C-Suite Executives - May 14, 2026
Executive Summary The transition from experimental Generative AI to Agentic Autonomy has officially reached the North American boardroom. This week’s landscape is defined by a shift in how C-Suite executives must perceive "Shadow AI." It is no longer merely about employees using unauthorized LLMs; it is about the proliferation of specialized, autonomous agents—as evidenced by Harvey’s release of over 500 use-case-specific agents and Anthropic’s aggressive expansion into the l

Pouya Shafabakhsh
11 min read


Tuesdays' AI Litigation Briefing for North America's Legal Professionals and Honorable Judges - May 12, 2026
Executive Summary The North American legal landscape is currently navigating a pivotal transition where the theoretical risks of Artificial Intelligence have coalesced into tangible procedural crises. This week’s briefing highlights a significant divergence between rapid technological adoption in the private sector and the cautious, deliberate pace of judicial rulemaking. While corporate entities like IBM and AT&T are aggressively integrating AI to streamline legal operations

Pouya Shafabakhsh
11 min read


The Thursday AI Governance, Risks & Compliance Briefing for North American C-Suite Executives - May 7, 2026
Executive Summary The corporate AI landscape across North America is undergoing a fundamental structural transformation, moving rapidly from voluntary guidance to hard, state-enforced liabilities and rigorous federal validation protocols. Over the preceding seven days, the regulatory corridor connecting Ottawa and Washington has signaled that un-audited algorithmic deployments represent an immediate, board-level existential risk. In the United States, a landmark pre-deploymen

Pouya Shafabakhsh
14 min read


Tuesdays' AI Litigation Briefing for North America's Legal Professionals and Honorable Judges - May 5, 2026
Executive Summary The North American judicial landscape is currently undergoing a foundational shift as AI-related litigation transitions from theoretical risk to high-stakes tort and evidentiary precedents. This week’s briefing highlights a pivotal moment in Canadian jurisprudence, where OpenAI faces novel negligence and products liability claims following a mass tragedy, potentially redefining the "duty of care" for LLM developers. Concurrently, the District Courts in the U

Pouya Shafabakhsh
9 min read


The Thursday AI Governance, Risks & Compliance Briefing for North American C-Suite Executives - April 30, 2026
Executive Summary The final week of April 2026 has solidified a critical shift in the North American AI GRC landscape: the transition from experimental AI assistance to Agentic AI Autonomy. This evolution has triggered immediate regulatory responses, most notably in Quebec, where the Commission d’accès à l’information (CAI) has initiated a forceful enforcement phase of Law 25 specifically targeting AI-driven decision-making. Simultaneously, the Canadian financial sector is fa

Pouya Shafabakhsh
10 min read


The Tuesdays' North America's AI for Litigation Briefing of April 21, 2026
For Legal Professionals and Honorable Judges Executive Summary: The past seven days produced a litigation landscape that rewards disciplined record-building, evidentiary hygiene, and institutional finality far more than rhetorical overreach or speculative reconstruction. In Canada, the Office of the Superintendent of Financial Institutions released its 2026–2027 Annual Risk Outlook on April 14, elevating real-estate secured lending, non-bank financial institution risk, and li

Pouya Shafabakhsh
14 min read


The Thursday AI Governance, Risks & Compliance Briefing for Executives — April 16, 2026
Executive Summary: The Week in AI Governance, Risks & Compliance The past seven days have delivered a concentration of regulatory, supervisory, judicial, and infrastructure developments that collectively mark an acceleration in the AI governance trajectory across Canada, the United States, and the cross-border corridor. In Canada, the Office of the Superintendent of Financial Institutions released its 2026–2027 Annual Risk Outlook on April 14, explicitly naming AI as an activ

Pouya Shafabakhsh
16 min read
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