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Recently I gave two presentations in quick succession to the Dutch Network of Government Service Providers and the Dutch Advisory Council for Science, Technology and Innovation about AI. In these two different and brief presentations, I hoped to share some insights that would be useful to the people currently at the helm, the people who can or must make decisions about AI policy. Many thanks to the NPD and AWTI for the invitations and the stimulating discussions!

Maybe it doesn't matter.

The post Making an agile version of a Windows Runtime delegate in C++/WinRT, part 9 appeared first on The Old New Thing.

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Advancing the price-performance frontier with GPT‑5.6 Huge price drop from OpenAI today: GPT-5.6 Terra got a 20% reduction, and GPT-5.6 Luna got a massive 80% drop. OpenAI credit 5.6 Sol with enabling this: in How GPT‑5.6 fuses frontier intelligence with frontier efficiency ...

Investigating three real-world incidents in our cybersecurity evaluations It happened again! This is turning into something of a pattern. Last week OpenAI accidentally exploited Hugging Face when one of their frontier models broke out of a sandboxed container and hacked into...

Release: llm 0.32rc2 Hot on the heels of RC1, this fixes a dependency issue and also adds two neat new features: The default model for users who have not set their own default is now GPT-5.6 Luna. It was previously GPT-4o mini. Luna is a much better and more recent...

Release: llm-chat-completions-server 0.1a0 A key goal of the new content-addressable logs in LLM 0.32rc1 was being able to support OpenAI Chat Completion style requests where each incoming message extends the previous conversation, like this: curl http://localhost:80...

Release: llm 0.32rc1

This RC for LLM 0.32 finishes the work that started in LLM 0.32a0 - it adds a new schema design that does a much better job of capturing the details of the prompts and responses returned by the latest model families.

The most important change is the use of content-addressable hash IDs for stored messages. This allows de-duplication in the database, and means that LLM can now represent trees of messages for forked conversations.

Since it involves a significant schema change - new tables only, and old data should not be affected at all - it's worth running a backup of your existing logs.db before upgrading to the RC:

llm logs backup logs-backup.db

The RC also adds support for gpt-5.6-sol, gpt-5.6-terra, and gpt-5.6-luna.

Tags: llm

You must use the tool. We must justify it. These aren't the words companies use, but that's what it comes down to. When you buy an expensive solution before you've clearly identified the problem, you have to use the tool to justify its line item in the spreadsheet. At most c...

There's a story that goes something like this: In 1925, lightbulb manufactures secretly colluded to standardized lifespans at 1,000 hours. They would test each other's products to ensure compliance. This is true. At the time, many bulbs lasted longer than one tho...

The writing assignments I give my students are gym tasks, not work tasks. I ask them to write policy memos not because the world needs more policy memos. I assign them because the very act of writing, which includes thinking and outlining and drafting and editing, making and criticizing and revising arguments, will help develop the critical thinking skills they will need in their future careers. And without this constant mental exercise, those skills will atrophy. Employers are already noticing.

— Bruce Schneier, Should You Use AI for a Task? Here’s a Simple Way to Decide

Tags: ai-ethics, writing, ai-misuse, generative-ai, bruce-schneier, ai, llms

You face certain challenges

Security experts have been sounding the alarm for years about the risks of using generic TV boxes that promise unlimited content streaming for a one-time fee, warning that they secretly rent the user's Internet connection out to strangers. But a groundbreaking new analysis finds these devices also routinely spoof themselves as mobile phones clicking ads on AI-generated websites as part of sprawling operation that seeks to defraud online merchants and advertising networks.

Any sufficiently advanced package manager is indistinguishable from a container registry.

Today's links The stupidest imaginable excuses for surveillance pricing: Since 1850, San Francisco's Chamber of Commerce has been pissing in our mouths and calling it rain. Hey look at this: Delights to delectate. Object permanence: RIP Wau Holland; Diebold voting machines su...

A battery technology that’s getting a lot of attention is solid-state batteries, lithium-ion batteries that replace the liquid electrolyte with a solid material.

I've mostly tuned out of reading the news. But, once in a while, a headline will be shared on social media and I'll momentarily stare into the abyss. There has recently been a change in UK Prime Minister. I neither know nor care whether that's a good thing. What I do know is that Senior Political Correspondents collectively shat their pants with excitement at being able to breathlessly report…

Here’s a late ’80s memory you may not have thought about in a while. Do you remember going to the video rental store to rent a video game and getting the cartridge but not getting the instruction booklet? The reason

The post When Nintendo sued Blockbuster appeared first on The Silicon Underground.

Every zeitgeist comes with new design idioms unique to its challenges. Many of them disappear as fads change, but others bake themselves into deeper parts of existing software interaction paradigms. For example, there’s the hamburger menu (≡) which saw a proliferation during...

Years ago, we didn’t have SQL. There were people whose job was to generate software that would query large data sets. Their job title was COBOL programmer.

Then SQL comes along—I’m simplifying this only a little bit—and it gives you this convenient way so people could just specify. With a very simple specification, you can generate all of that code that you had to pay the expensive COBOL programmer to do before.

That didn’t mean programmers went away. It just meant the job changed a little bit.

— D. Richard Hipp

Tags: d-richard-hipp, sql, careers