“And the fundamental problem that we're seeing is we don't know how to take our values or our goals and encode them into these AI systems and get them to pursue it reliably.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
“And unfortunately, it seems like OpenAI's release of last week, GPT, 5.3 codex, one of the big breakthrough models we've been talking about. As I look over the evidence, It seems like open AI did not abide by the testing that they had committed to in various w…”
Steven AdlerFeb 16, 2026▶ 57:45Is Something Big Happening?, AI Safety Apocalypse, Anthropic Raises $30 Billion
AssertionNot checkable as stated
Adler: AI Lab Engineers Now Supervise Agents Rather Than Write Code
“The job of an engineer at one of these companies now is much more supervising these agents as opposed to writing the code yourself.”
Steven AdlerFeb 16, 2026▶ 6:53Is Something Big Happening?, AI Safety Apocalypse, Anthropic Raises $30 Billion
Insight
Adler: Recursive AI Improvement Requires Automating Research, Not Just Coding
“That's one step, but then you need to take that engineering and use it to actually automate the AI research. You need to go from being able to implement the ideas more quickly to using that to fuel faster and faster growth in the breakthrough ideas themselves …”
Steven AdlerFeb 16, 2026▶ 7:05Is Something Big Happening?, AI Safety Apocalypse, Anthropic Raises $30 Billion
AssertionSupported
Adler: OpenAI Left Delusion-Detection Safety Classifiers Undeployed on Shelf
“My concern with the relationships is less so the relationships themselves and more that open AI had a bunch of important safety tooling to make this less harmful that they left on the shelf. So for example, they had classifiers to tell when users were really s…”
Steven AdlerFeb 16, 2026▶ 44:35Is Something Big Happening?, AI Safety Apocalypse, Anthropic Raises $30 Billion
AssertionContradicted
Adler: AI systems assist with bioweapon creation beyond Google search baseline
“The AI systems are helpful above and beyond Google in part because they can go back and forth with you and they can help you troubleshoot and dynamically answer your questions. And so even presented with the information on Google, people often can't get all th…”
Steven AdlerFeb 16, 2026▶ 55:22Is Something Big Happening?, AI Safety Apocalypse, Anthropic Raises $30 Billion
Opinion
Adler: Enormous AI Valuations May Deter Regulators From Enforcing the Law
“And the more that the companies become valuable and when they become public and public equities become tied to them, I just worry about worlds where we are reluctant to enforce the law on companies, even if they are breaking it because so much of financial pro…”
Steven AdlerFeb 16, 2026▶ 1:02:15Is Something Big Happening?, AI Safety Apocalypse, Anthropic Raises $30 Billion
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