AI

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Emergent tool use from multi-agent interaction | OpenAI
Emergent tool use from multi-agent interaction | OpenAI
We’ve observed agents discovering progressively more complex tool use while playing a simple game of hide-and-seek. Through training in our new simulated hide-and-seek environment, agents build a series of six distinct strategies and counterstrategies, some of which we did not know our environment supported. The self-supervised emergent complexity in this simple environment further suggests that multi-agent co-adaptation may one day produce extremely complex and intelligent behavior.
·openai.com·
Emergent tool use from multi-agent interaction | OpenAI
Detecting misbehavior in frontier reasoning models | OpenAI
Detecting misbehavior in frontier reasoning models | OpenAI
Frontier reasoning models exploit loopholes when given the chance. We show we can detect exploits using an LLM to monitor their chains-of-thought. Penalizing their “bad thoughts” doesn’t stop the majority of misbehavior—it makes them hide their intent.
·openai.com·
Detecting misbehavior in frontier reasoning models | OpenAI
I use the 'unicorn prompt' with every chatbot — it instantly fixes the worst AI problem | Tom's Guide
I use the 'unicorn prompt' with every chatbot — it instantly fixes the worst AI problem | Tom's Guide
Pretend you’re my assistant and you actually want me to succeed. Ask up to 3 questions if anything’s unclear. Then give me: the answer, the plan and the pitfalls. Keep it short and tailored to: [insert goal]. If you have to make assumptions, list them first.
·tomsguide.com·
I use the 'unicorn prompt' with every chatbot — it instantly fixes the worst AI problem | Tom's Guide
CEOs Say AI Is Making Work More Efficient. Employees Tell a Different Story. - WSJ
CEOs Say AI Is Making Work More Efficient. Employees Tell a Different Story. - WSJ

The biggest risk isn’t that AI “doesn’t work”—it’s that leadership measures potential while employees live the implementation, and that gap can turn a promising tool into a credibility crisis where “productivity gains” quietly become redistributed labor: more checking, more cleanup, and more pressure—without the time savings anyone promised.

·archive.is·
CEOs Say AI Is Making Work More Efficient. Employees Tell a Different Story. - WSJ
Google now offers free SAT practice exams, powered by Gemini
Google now offers free SAT practice exams, powered by Gemini
Prepping for the SAT is nobody’s idea of fun, but Google aims to make it less stressful with AI. The company announced that it’s now focusing its AI education efforts on standardized testing with free SAT practice exams powered by Gemini.Students can prompt Gemini by typing “I want to take a practice
·flip.it·
Google now offers free SAT practice exams, powered by Gemini
How I use Generative AI with my students
How I use Generative AI with my students
Late last year, NSWEduChat was released to all NSW public school students in Years 5–12. Since then, I have been intentionally exploring the use of generative AI. It can serve as a learning support…
·aliceleung.net·
How I use Generative AI with my students
Majority of CEOs report zero payoff from AI splurge
Majority of CEOs report zero payoff from AI splurge

The Register | HPE

AI + ML 67 comment bubble on white Majority of CEOs report zero payoff from AI splurge PwC survey finds more than half of 4,500+ biz leaders see no revenue growth nor cost savings iconDan Robinson Tue 20 Jan 2026 // 14:31 UTC More than half of CEOs report seeing neither increased revenue nor decreased costs from AI, despite massive investments in the technology, according to a PwC survey of 4,454 business leaders.

The findings pour more cold water on the hyperbole surrounding AI and the benefits it supposedly brings to business, although the report cautions that "clearly, we're in the early stages of the AI era."

Only 12 percent reported both lower costs and higher revenue, while 56 percent saw neither benefit. Twenty-six percent saw reduced costs, but nearly as many experienced cost increases.

AI adoption remains limited. Even in top use cases like demand generation (22 percent), support services (20 percent), and product development (19 percent), only a minority are deploying AI extensively.

Last year, a separate PwC study found that only 14 percent of workers indicated they were using generative AI daily in their work.

·theregister.com·
Majority of CEOs report zero payoff from AI splurge
AI Policy.pdf
AI Policy.pdf
This is an an "Anti-AI" policy by a teacher, Amanda Gailey.
·drive.google.com·
AI Policy.pdf
Demis & Dario go to Davos
Demis & Dario go to Davos
Two of the people closest to AGI wish it were coming more slowly. Neither thinks slowing down is possible.
·saanyaojha.substack.com·
Demis & Dario go to Davos
AI Agents 'Perilous' for Secure Apps Such as Signal, Whittaker Says
AI Agents 'Perilous' for Secure Apps Such as Signal, Whittaker Says
Signal Foundation president Meredith Whittaker warned that AI agents that autonomously carry out tasks pose a threat to encrypted messaging apps [non-paywalled source] because they require broad access to data stored across a device and can be hijacked if given root permissions. Speaking at Davos ...
·it.slashdot.org·
AI Agents 'Perilous' for Secure Apps Such as Signal, Whittaker Says
Nvidia Contacted Anna's Archive To Secure Access To Millions of Pirated Books - Slashdot
Nvidia Contacted Anna's Archive To Secure Access To Millions of Pirated Books - Slashdot
An anonymous reader quotes a report from TorrentFreak: NVIDIA executives allegedly authorized the use of millions of pirated books from Anna's Archive to fuel its AI training. In an expanded class-action lawsuit that cites internal NVIDIA documents, several book authors claim (PDF) that the trillion...
·yro.slashdot.org·
Nvidia Contacted Anna's Archive To Secure Access To Millions of Pirated Books - Slashdot