Logixly Live Unsupervised Learning Podcast

We break down the reported details behind Anthropic’s private S-1 and why an Anthropic IPO conversation quickly turns into a debate about switching costs, and the brutal economics of frontier AI. We also zoom out into what actually drives business value with generative AI, from narrow models and unbundled tools to the real-world quality-of-life gains that don’t make headlines.

• Anthropic’s reported revenu...

We dig into JEV, a decision-focused AI model that trades open-ended chat for constrained, software-ready outputs. We talk through why that shift matters for enterprise automation, cost, speed, calibration, and trust when AI starts choosing the next action in a workflow. 

• Why JEV is positioned as a decision model rather than a chatbot 
• The split between human assistants and automated business processes 
•...

Everyone has an opinion about the next frontier model. That is why we’re zeroing in on the rise of the forward deployed engineer: the person who embeds with a customer, learns the operation up close, adapts the tech to fit real constraints, and stays long enough to make sure the solution actually gets used.

We unpack where the term comes from (including Palantir’s view of forward deployed engineers and the &ldquo...

We unpack why recent AI headlines feel less like progress and more like a trust breakdown, from Open AI's GPT-6 Astra becoming less transparent to big claims about hitting AGI (artificial general intelligence). We also dig into the Millennium Prize math controversy and what it suggests about telemetry, governance, and whether anyone should hand over their workflow data to an AI provider.

• GPT-6 Astra getting less transparent an...

AI is getting adopted at a speed most enterprise software can only dream about, and the numbers finally show it. We dig into McKinsey’s 2026 State of AI survey (fielded May to June 2026 across nearly 100 countries) and react to the stat that stopped us cold: reported AI use in at least one business function rose from 55% in 2023 to 90% in 2026. That’s not a gradual rollout, that’s saturation, and it raises a bigge...

We dig into the uncomfortable truth behind the AI boom: data centers are limited by electricity, not imagination. We pressure-test the numbers on gigawatts, frontier model training demand, and what it means if tokens become a constrained resource. 

• Current US data center power explained in gigawatts and what a gigawatt means in household terms 
• Buildout projections through 2027 and why doubling capacity may stil...

An expert witness gets paid about $90,000, submits a 30-page report, and later admits under oath that roughly 85 to 90 percent of it was generated by ChatGPT. This is a real legal story and it forces an uncomfortable question: when AI helps write the “expert” opinion, what are juries and judges actually evaluating? 

We walk through the timeline from a 2020 Houston facility explosion to a 2026 trial, then unp...