"Good Judgment Required" https://www.axios.com/2026/09/08/googles-gemini-enterprise-legal-halimah-delaine-prado
1 big thing: Google's general counsel just drew the line every enterprise AI buyer needs to understand
AI can democratize access to good legal advice. It cannot replace the exercise of good judgment. Google's own general counsel said so — while launching an AI product built for law firms.
Why it matters: The same principle applies to B2B marketing. AI can surface information faster, draft more efficiently, and scale content production. It cannot replace the judgment that decides which of two reasonable-sounding strategies will actually move pipeline.
Driving the news:
Google launched Gemini Enterprise for Legal, an AI platform for law firms and in-house legal teams covering briefs, contract management, regulatory monitoring, and data discovery.
→ General counsel Halimah DeLaine Prado: "The practice of law will always fundamentally rise and fall on the exercise of good judgment"
→ More than 2,000 cases involving AI-generated hallucinations have been identified by legal researcher Damien Charlotin — lawyers sanctioned for false citations, misattributed quotes, and misrepresented cases
Zoom in:
Goldman Sachs CIO Marco Argenti argued enterprises should not rule out open-weight models — including Chinese models — so long as they follow a four-layer security framework: model testing, secure inference environments, monitored agent permissions, and controlled data access.
Yes, but: Goldman's current open-model usage is mostly US-based. The framework exists precisely because the risk is real.
Be smart: The legal sector's AI hallucination problem is a preview of what happens in any professional domain when speed replaces judgment. Build the review layer before you need it, not after.
The bottom line: AI gives you more time to think. Use it.
https://www.axios.com/2026/09/08/googles-gemini-enterprise-legal-halimah-delaine-prado#AIGovernance#B2BMarketing…more
Bill Gates: "Anyone who analogizes AI to other technologies is missing that this time is different — it exceeds human cognition across nearly every domain."
It's a comforting instinct, isn't it? When something big shows up, we reach for the last thing that looked like it. The internet. The smartphone. Electricity. We tell ourselves, "We've seen this movie before, we know how it ends."
But that instinct is exactly what trips us up here.
Every past technology extended what humans could do. This one steps into the thing we thought was ours alone — reasoning, judgment, the act of figuring something out. That's not a faster horse. That's a different kind of animal.
The past is comforting, but it's also there to fool you if you assume this is just another wave. The people building it won't even forecast a year out anymore. That should tell us something.
You don't have to have it all figured out. You just have to stop pretending it's familiar.
Curious how you're thinking about this moment — is AI "just another tool" to you, or something different? Tell me in the comments. 👇 #AIStrategy…more
Bill Gates: "Anyone who analogizes AI to other technologies is missing that this time is different — it exceeds human cognition across nearly every domain."
It's a comforting instinct, isn't it? When something big shows up, we reach for the last thing that looked like it. The internet. The smartphone. Electricity. We tell ourselves, "We've seen this movie before, we know how it ends."
But that instinct is exactly what trips us up here.
Every past technology extended what humans could do. This one steps into the thing we thought was ours alone — reasoning, judgment, the act of figuring something out. That's not a faster horse. That's a different kind of animal.
The past is comforting, but it's also there to fool you if you assume this is just another wave. The people building it won't even forecast a year out anymore. That should tell us something.
You don't have to have it all figured out. You just have to stop pretending it's familiar.
Curious how you're thinking about this moment — is AI "just another tool" to you, or something different? Tell me in the comments. 👇 #AIStrategy
To Read or Not to Read the Code? https://every.to/source-code/to-read-or-not-to-read-the-code
1 big thing: Don't miss this shift — AI is ready to run your work in the dark. Don't let it turn the lights out in your head too.
Shipping more has never been easier. Understanding what you're shipping has never been more at risk.
Why it matters: B2B marketers building AI-assisted workflows face the same trap engineers do. The system gets smarter. You get faster. But the judgment that makes you valuable — knowing which of two reasonable-sounding plans will hurt you six months from now — quietly erodes if you let AI handle everything without staying in the work.
Driving the news:
Kieran Klaassen, GM of Every's AI email product Cora, found himself shipping faster than ever while feeling his own thinking get softer. Researchers Margaret Mitchell, Avijit Ghosh, and Samir Passi confirmed the pattern — extended AI agent use measurably erodes the vigilance, critical thinking, and domain skill that human oversight depends on.
→ The phenomenon dates back to 1983 — called the "irony of automation" — where the more capable the automation, the more human skill erodes
→ AI just makes it move faster
Zoom in:
Klaassen's solution: build a deliberate loop for his own learning alongside the AI.
→ His four practices: keep a list of gaps, ask for mechanics not just diffs, recover the reasoning behind the code, and let the model quiz you
Yes, but: This takes discipline most people won't apply. The excuse that you don't have time is exactly what AI removes — but the desire to learn has to come from you.
Be smart: Audit one AI-assisted workflow you run today. Can you explain why it works? Can you catch it when it fails? If not, you have a judgment gap, not a tool gap.
The bottom line: The tools that gave you an edge are becoming easy to copy. The judgment to know where to point them is not.
https://every.to/source-code/to-read-or-not-to-read-the-code#AIMarketing#B2BMarketing…more
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