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Comment DJB's Not Wrong (Score 1) 30

In the US, the push for non hybrid is all coming from the NSA.
The NIST people know this but can't say it publicly.
There was a pretty much unanimous consensus for hybrid schemes at the most recent ICMC.
I've been saying this since it became a thing which was pretty much at the last ICMC where NIST announced the deprecation of hybrid schemes.

What are the odds that they have a classical break of ML-KEM, or ML-DSA? SIKE was a finalist a fell to a classical attack.

The is the Dual-EC-DRBG all over again. It's good that DJB is raising it. People listen to him.

EU

New Large Coral Reef Discovered Off Naples Containing Rare Ancient Corals (independent.co.uk) 13

Off the southwest cost of Italy, a remotely operated submarine made "a significant and rare discovery," reports the Independent — a vast white coral reef that was 80 metres tall (262 feet) and 2 metres wide (6.56 feet) "containing important species and fossil traces." Often dubbed the "rainforests of the sea", coral reefs are of immense scientific interest due to their status as some of the planet's richest marine ecosystems, harbouring millions of species. They play a crucial role in sustaining marine life but are currently under considerable threat...

hese impressive formations are composed of deep-water hard corals, commonly referred to as "white corals" because of their lack of colour, specifically identified as Lophelia pertusa and Madrepora oculata species. The reef also contains black corals, solitary corals, sponges, and other ecologically important species, as well as fossil traces of oysters and ancient corals, the Italian Research Council said. It called them "true geological testimonies of a distant past."

Mission leader Giorgio Castellan said the finding was "exceptional for Italian seas: bioconstructions of this kind, and of such magnitude, had never been observed in the Dohrn Canyon, and are rarely seen elsewhere in our Mediterranean". The discovery will help scientists understand the ecological role of deep coral habitats and their distribution, especially in the context of conservation and restoration efforts, he added.

The undersea research was funded by the EU.

Thanks to davidone (Slashdot reader #12,252) for sharing the article.

Comment Re:Executives believe the hype... (Score 1) 75

In a way, yes. The universe runs on narrativium. That's sort of the claim whenever someone makes claims about an area that they don't understand. And nobody understands modern AIs, not even those who build them.
OTOH, there are tightly reasoned narratives and wish-fulfillment narratives. They aren't the same. This *sounds* like a wish-fulfillment narrative, but he may be actually up to something more dubious. E.g. grounds for firing anyone he wants to.

Comment Re:Makes sense (Score 1) 92

I don't use wireless buttons. I just use my phone. But I've been putting things in the house under control of HA bit by bit. The mini splits, the lights, the TV, lamps, door locks, EV charging and more are all controlled by HA. With a port forward and dynamic DNS, I can control this stuff wherever I am.

It's a 100 year old house. So updating the wires has to precede any z-wave plugs or lightswitches in any given room. I'm about 70% done so far.

Comment Re:Speculative (Score 1) 75

There will be some. Every side has it's nuts. But deserts created by human actions can justifiably be remedied by human actions.

OTOH, ecology is complex. It's quite possible that this, which seems beneficial, may not be. That's not the way I'd bet, but I'd be a fool to deny the possibility. (But irreversible, in this context, is silly)

Comment Re:Irreversibly? (Score 1) 75

IIUC, that area was explored (by the US) during one of the periodic droughts, It ended. A while later another occurred, leading to "the dust bowl". Etc. And currently I believe they're pumping water from deep under ground, faster than it's being replenished.

It's quite possible that the best use of that land is buffalo grass and buffalo, as the grass has roots that go deep, but don't extract more water than is available on the average. (I suppose cattle are an alternative to buffalo, but buffalo can pretty much take care of themselves. Of course, they don't notice fences.)

Comment Re:Makes sense (Score 4, Informative) 92

That is where Home Assistant shines. You can create all manner of automations and it will work with most devices. So if there's a z-wave or zigbee lightswitch, you can use home assistant to get your input of choice to control it.

I don't know the specifics of your situation, but I'm pretty sure that if you have something that works for you, you don't want Logitech to brick it one day.

Submission + - $2.4B for Windsurf? I built a better PoC in 2 weeks (coderhapsody.ai)

WaywardGeek writes: The PoC for CodeRhapsody took 14 days, and provided significant gains in productivity by:
  • Providing hints to the AI in real time as it works
  • Enabling better use of feedback from the AI to help guide it
  • Eliminating distractions from the rest of the IDE

The next generation of AI coding agents will enable experienced SWEs to 4X their productivity, but this isn’t mode for kiddy vibe coders. You must be the expert, or you’ll destroy your code base in minutes, forcing a git reset.

The old way to code with the AI was to craft a prompt, launch, and start over if anything goes wrong. The new way is to craft a prompt, launch, and provide hints as the AI works, such as “Please use the existing fake, not a mock”, or “ThinkingBlocks should implement the ContentBlock interface”. When you see it making poor decisions, you correct them in real time.

The biggest change in tooling is that user prompts sent while the AI is working should be hints included in the next tool result message, not a replacement that stops the current chain of work. The most important feature for this is actionable visible thinking, which tells you what the AI is doing and why.

The leading AI models differ on thinking feedback:

  • Claude Sonnet 4.5 leads, with clear, concise, and actionable thinking feedback
  • Gemini 2.5 Pro provides verbose, but actionable feedback
  • ChatGPT5-Codex is completely silent

The future of AI coding for experts will support real-time guidance.

Comment Re:When it comes to Artificial Intelligence (Score 3, Interesting) 25

Actually, LLMs are a necessary component of an reasonable AI program. But they sure aren't the central item. Real AI needs to learn from feedback with it's environment, and to have absolute guides (the equivalent of pain / pleasure sensors).

One could reasonably argue that LLMs are as intelligent as it's possible to get by training on the internet without any links to reality. I've been quite surprised at how good that is, but it sure isn't in good contact with reality.

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