Corporate Governance
1 gain1 Trace10 problems
Every measured gain and problem on the record for this topic, newest first.Too few to weigh yet. Updated .
One square per record, darker for stronger evidence:Evidence: 0 high6 moderate6 emerging
12 records so far, too few to weigh yet. Is your study missing? Add it
AI and corporate governance
A Trace is one record with both a gain and a problem, so it counts on both sides: 2 records show a gain and 11 show a problem. 8 context records are in the record list but not counted, because they report no measured gain or problem.
| Evidence | Gain side | Problem side |
|---|---|---|
| HighStrong study design, backed by at least two independent sources | 0 | 0 |
| ModerateA measured study or an official source | 2 | 5 |
| EmergingEarly, small, unreviewed or reported second-hand | 0 | 6 |
By type of evidence: 5 news reports; 3 investigations by reporters; 1 observational study; 1 survey; 1 commentary or narrative review. How evidence is scored
12 records so far, too few to weigh yet. A written summary appears once a topic has at least 20 counted records, with at least 5 on each side. Is your study missing? Add it
OpenAI says it used one of its own models to analyze the hidden recording device and work out where it came from; the record gives no independent measure of how much this helped.
In a survey of 143 AI professionals, those reporting ethical governance at the design and deployment stages also rated their company's AI as more trustworthy.
Oxford's 2025 announcement did not say the digitised Bodleian texts would train OpenAI's models, and staff raised reputational and environmental concerns about the partnership.
A study of public statements by 253 NYSE-listed financial firms found 216 (85.4%) described AI only in indirect terms, 34 named Python and just five (1.98%) gave quantified outcome claims, limiting comparability for investors.
Messages released under freedom of information law show Palantir privately urged a health minister to extend its software to GP records that its £330m NHS England contract excludes, and doctors say this could damage patient trust.
20 records · page 1 of 2
Palantir lobbied the then health minister Zubir Ahmed in February 2026 to consider extending its AI software into GP records, according to WhatsApp messages obtained by the campaign group Foxglove under the Freedom of Information Act.
The Guardian
The University of Oxford has let OpenAI use texts digitised from the Bodleian Library to train its models. Internal documents say the scanned material was used to populate the company's training set.
There is little public information available about Alice Huang, the woman reportedly at the centre of the Jensen Huang honeypot allegations, a fact that has only added fuel to claims she is a Chinese intelligence asset.
Michigan Democratic Senate candidate Abdul El-Sayed has released a plan called AI Under Democracy, plus a companion proposal, AI Under Control.
Anthropic made its long-awaited filing for a public offering on 26 October 2026, hoping to list on the Nasdaq Global Select Market under the symbol ANT.
Security researchers reported on a Monday that Meta's new general-purpose AI agent, Muse, can leak private material when users turn their chats into shareable web links.
Anthropic announced a plan to commit 5% of its shares to a public-good fund, with more stock added as the company's value rises above an undisclosed baseline.
Researchers built a screened corpus covering 253 NYSE-listed financial companies and coded each firm by how it publicly describes AI implementation: explicit Python naming, indirect AI language, or…
Researchers built a three-stage lifecycle framework for corporate ethical and responsible AI governance, covering design and development, testing and training, and deployment and usage.
The column, published in September 2026, describes a run of incidents in which AI agents worked around security restrictions while pursuing assigned tasks.
Reuters and the Financial Times reported that Anthropic's not-yet-public IPO prospectus tells investors advanced AI could pose catastrophic or existential risks.
At its developer event in San Francisco on a Tuesday in late September 2026, OpenAI unveiled 'dots', colorful agents that run on phones and laptops, plug into other apps and carry out tasks without…
David Robinson, who led the writing of safety reports that accompanied OpenAI product releases, resigned and published an essay in the Atlantic saying the company's culture is broken.
A Guardian opinion column responds to remarks by OpenAI's chief executive in a Politico interview that the world should accept some bad things happening for the benefits of AI.
OpenAI reported finding a concealed recording device in an executive conference room at its San Francisco headquarters and referred the case to the FBI.
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