
Frontier models are converging and open models are swappable. Research described on Odd Lots points to the harder question: whether an agent follows your instruction or someone else's objective.


AI-synthesized deep analysis transformed into engaging audio essays. Expert perspectives on geopolitics, technology, AI, defense, and global affairs. Multi-source synthesis with rigorous bias checking.
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Signup to Generate a PitchAI-synthesized deep analysis transformed into engaging audio essays. Expert perspectives on geopolitics, technology, AI, defense, and global affairs. Multi-source synthesis with rigorous bias checking.
Recent episodes include "When the Agent Isn't on Your Side: Why Model Quality Stopped Being the Hard Part" (28 October 2026, 9 minutes), "The Offtake Economy: Why AI Margins Follow Contracts, Not Capability" (27 October 2026, 8 minutes), and ""The Confidence Gap: Why AI's Probabilistic Architecture Is the Safety" (7 July 2026, 10 minutes).
Insight Distillery publishes roughly daily, with episodes averaging 11 minutes across 103 episodes.
Booking probability for Insight Distillery is 34%, and the host is rated Selective on guests. Insight Distillery requires a Pod Score of 80 or higher. Insight Distillery's contact route on record: verified email.
The strongest fits for Insight Distillery are Business & Management Consulting and IT Services & Software Development. Insight Distillery has a news audience.
Insight Distillery is a news podcast with 103 episodes published.
Our AI reads these to draft pitches. Use them as grounding for a pitch that cites a real guest and a specific topic.

Frontier models are converging and open models are swappable. Research described on Odd Lots points to the harder question: whether an agent follows your instruction or someone else's objective.

nScale built a hundreds-of-billions pipeline on almost no capacity. The AI stack now pays for contractable demand, not for better technology.

OpenAI and Anthropic both apply safety as output curation on top of

Episode #102
Frontier models excel at math but fail at negation — and this

Trauma doesn't just wound — it encodes a private grammar of fear

Alzheimer's begins in your 30s, is 95% preventable, and its true

Central banks don't just respond to recessions — they frequently

Across relationships, home networks, and biosecurity frameworks,

From hydraulic nerves to neural networks, the history of brain

"Across guests who rarely agree, Judge Napolitano's panel has

As OpenAI and Anthropic race to deploy multi-agent AI, the

How the Fed's inaction in mid-2008 manufactured the recession it

The human tendency to equate comfort with safety has become the

Context windows aren't a feature — they're the structural

"Near-death research, happiness psychology, and AI philosophy

Trauma doesn't just injure — it reorganizes, creating the

Modern chronic disease has a 40-year incubation window. By the time

Jaggedness — the structural unevenness of model capabilities,

Neuroscience has mapped the brain onto era-defining technologies

Five guests on Napolitano's Judging Freedom—Mearsheimer, Sachs,
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