Tootfinder

Really silly dream
I had a really silly #dream recently. I dreamt that my CFL broke. Or more specifically, it kept trying to turn out, successive parts of it were lighting up, then it all went off and tried again. And it looked like it had a bunch of cuts across it, and around these cuts little thunder sparks started appearing, like some kind of STALKER-like anomaly.
I finally flipped the switch, but the anomaly remained, and I wanted to get rid of it in case the sparks could jump onto my hardware and damage something. So I threw a metal bowl towards it, supposing the thunder would jump onto it. While it was flying near the anomaly, it slowed down and started turning back like a boomerang. On top of that, pieces of cat food (don't ask me why I threw a full bowl) were getting out of it and staying in the air levitating. When the bowl reached the floor and started turning again, Mr Ek came close to it and started levitating himself; he was sitting a few centimeters above the floor.
In the middle of all this, I've figured out I should record it. I took a bunch of photos with my phone, before I managed to switch to recording video.
Once I've recorded the fascinating flying bowls and levitating cat food, I needed to go back to discharging the thing. I threw a second metal bowl, and that one started levitating as well. I've figured out that's stupid, and I've found some big ass hammer with a metal end and a wooden handle. I held the end near the lamp to charge it, then tried to find something to discharge it to. I've tried some small stuff like the door handle, but obviously that wasn't sufficient. Finally, I've figured out to use the electricity box, since it is grounded. I held the hammer to it, watching sparks light the semi-darkness; I've recorded that as well.
And that's how much of it I remember.

Towards Label-Free Biological Reasoning Synthetic Dataset Creation via Uncertainty Filtering
Josefa Lia Stoisser, Lawrence Phillips, Aditya Misra, Tom A. Lamb, Philip Torr, Marc Boubnovski Martell, Julien Fauqueur, Kaspar M\"artens
https://arxiv.org/abs/2510.05871

Towards Label-Free Biological Reasoning Synthetic Dataset Creation via Uncertainty Filtering
Synthetic chain-of-thought (CoT) traces are widely used to train large reasoning models (LRMs), improving generalization by providing step-level supervision. Yet most approaches require ground-truth labels to seed or filter these traces - an expensive bottleneck in domains like biology where wet-lab data are scarce. We propose a label-free alternative: uncertainty-based filtering, which uses a model's own confidence - quantified through established uncertainty metrics like self-consistency and …

i'm going through my records looking for ones to trade in or give away, found a mancini soundtrack that does not spark joy ("the great race"), sonny rollins' freedom suite doesn't do it to me, was eyeballing this dizzy gillespie savoy reissue but milt jackson and stuff smith make up for everything else on this record so it stays
#nowplaying

I get bi-directional LLM guilt. I feel guilty if I don't use them to save time, and then I also feel guilty when my git history shows my carelessness that I haven't fully tested or understood what I just added.
Ex: I LLMd a prettier configuration to fix some markdown formatting stuff in Lazyvim, but then it was single quoting my ansible yaml because I accidentally added a default setting to do so .

The average undergrad tuition fee in the 1974/75 academic year in Canada, across all disciplines, was $547 ($3445 adjusted to 2025)
Fees 50 years later in 2024/25 were $7360 ($7496 adjusted)
That is more than double. 117%.
And I *know* from personal experience this is a low ball average. If I could find a breakdown by discipline or by length of study for today, some would be even more obscene.
What has changed? Any occupation outside a minimum wage paying job demands a 2-4yr undergraduate diploma or degree, if not more.
Think about the 1970s and how common it was for people to get good paying jobs, leading to careers, without even high school education. Our free education stops with high school.
My family is a good example.
Mom and Step Dad: teacher college/degree. One got a Masters mid career.
Dad: didn’t complete HS
Father in law: didn’t complete HS
Mother in law: completed HS mid-career
Leadership positions and full careers demand a Masters or PhD requiring 5-10 years of study after HS!
Add in the cost of food and housing and the massive cuts happening at all colleges and universities because of the loss of international student tuition and I am going to go out on a limb and say our students today are going to pay double the price for a far worse experience than possibly any time since the Second World War.
Public education should be free.
Food and Housing should be controlled.
If the only thing government cares about is the economy, then they are setting us up for failure, and have been for decades.
(Don’t get me started on the kinds of “values” Canadian governments demonstrate when International student tuitions are 5x more than domestic students, let alone the inherent revenue risk in that funding strategy that has now come home to roost)
#canpoli #cdnpoli #education #university #college #canada
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74/75 Source Stats Can: https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3710015001&pickMembers[0]=1.1&cubeTimeFrame.startYear=1972 / 1973&cubeTimeFrame.endYear=2006 / 2007&referencePeriods=19720101,20060101
24/25 source stats can: https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3710004501
cc: @… @…