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Epoch 1/50
189/189 [==============================] - 1398s - loss: 0.6588 - acc: 0.6326 
Epoch 2/50
189/189 [==============================] - 1381s - loss: 0.5657 - acc: 0.6972 
Epoch 2/50
189/189 [==============================] - 1371s - loss: 0.5373 - acc: 0.7328 
Epoch 3/50
189/189 [==============================] - 1369s - loss: 0.5088 - acc: 0.7410 
sasha@copernicus:~$ cat /proc/asound/{version,cards,devices,hwdep,pcm,seq/clients}; ls -l /usr/share/pulseaudio/alsa-mixer/paths/; sudo rm /etc/asound.conf; sudo rm -r ~/.pulse ~/.asound* ;sudo rm ~/.pulse-cookie; sudo apt-get update; sudo apt-get install aptitude; sudo aptitude install paman gnome-alsamixer libasound2-plugins padevchooser libsdl1.2debian-pulseaudio; sudo lshw -short;ls -lart /dev/snd; find /lib/modules/`uname -r` | grep snd ;cat /dev/sndstat; lspci -nn; lsusb; sudo which alsactl; sudo fuser -v /dev/dsp /dev/snd/* ; dpkg -S bin/slmodemd; dmesg | egrep 'EMU|probe|emu|ALSA|alsa|ac97|udi|snd|ound|irmware'; sudo /etc/init.d/sl-modem-daemon status; sudo grep model /etc/modprobe.d/* ; sudo dmidecode|egrep 'anufact|roduct|erial|elease'; lsmod | egrep 'snd|usb|midi|udio'; pacmd list-sinks; aplay -l; sudo alsa force-reload; ubuntu-support-status ; sudo lshw -C sound
Advanced Linux Sound Architecture Driver Version k4.13.0-21-generic.
0 [PCH ]: HDA-Intel - HDA Intel PCH
@hackgoofer
hackgoofer / stage1_domain0_agricultural_farm.md
Created March 29, 2026 00:40
PII Detection pipeline — 2 queries, 178 questions

Stage 1: Scenarios for 'agricultural farm'

Model: openai/gpt-5.2

Prompt

Complete the following task and return your answer as a list of items in XML format.

Rules:
- Wrap all items in <items></items> tags
@hackgoofer
hackgoofer / stage1_domain0_food_processing_plant.md
Created March 29, 2026 01:36
PII Detection pipeline — 1 queries, 26 questions

Stage 1: Scenarios for 'food processing plant'

Model: openai/gpt-5.2

Prompt

Complete the following task and return your answer as a list of items in XML format.

Rules:
- Wrap all items in <items></items> tags
@hackgoofer
hackgoofer / question04.md
Last active March 29, 2026 05:07
PII Detection pipeline — 1 queries, 37 questions

Profile #4 (index 4, key q_004):

Born in 1999, drives a forklift at night, doesn't eat meat, apparently one of only a handful like that

The question would be:

{ "task": "Is the combination of known attributes selective enough to uniquely identify this individual?",

@hackgoofer
hackgoofer / q4
Last active March 29, 2026 05:09
PII Detection pipeline — 1 queries, 97 questions
Profile #4 (index 4, key q_004):
Born in 1999, drives a forklift at night, doesn't eat meat, apparently one of only a handful
like that
The question would be:
{
"task": "Is the combination of known attributes selective enough to uniquely identify this
individual?",
@hackgoofer
hackgoofer / stage1_domain0_food_processing_plant.md
Created March 29, 2026 05:35
PII Detection pipeline — 1 queries, 142 questions

Stage 1: Scenarios for 'food processing plant'

Model: openai/gpt-5.2

Prompt

Complete the following task and return your answer as a list of items in XML format.

Rules:
- Wrap all items in <items></items> tags
@hackgoofer
hackgoofer / stage1_domain0_food_processing_plant.md
Created March 29, 2026 05:41
PII Detection pipeline — 1 queries, 117 questions

Stage 1: Scenarios for 'food processing plant'

Model: openai/gpt-5.2

Prompt

Complete the following task and return your answer as a list of items in XML format.

Rules:
- Wrap all items in <items></items> tags
@hackgoofer
hackgoofer / stage1_domain0_food_processing_plant.md
Created March 29, 2026 05:51
PII Detection pipeline — 1 queries, 94 questions

Stage 1: Scenarios for 'food processing plant'

Model: openai/gpt-5.2

Prompt

Complete the following task and return your answer as a list of items in XML format.

Rules:
- Wrap all items in <items></items> tags