⟡ ꜱᴏᴠᴇʀᴇɪɢɴ ꜱʏꜱᴛᴇᴍꜱ ᴀʀᴄʜɪᴛᴇᴄᴛ ⟡ ᴀᴅᴠᴇʀꜱᴀʀɪᴀʟ ɴᴇᴛᴡᴏʀᴋ ᴀɴᴀʟʏꜱᴛ ⟡ ᴀᴜᴅɪᴛɪɴɢ ᴄᴏɴꜱᴇɴꜱᴜꜱ ʀᴇᴀʟɪᴛʏ ⟡ ᴍᴇᴍᴇᴛɪᴄ ᴇᴘɪᴅᴇᴍɪᴏʟᴏɢʏ ⟡ ᴄʏʙᴇʀɴᴇᴛɪᴄꜱ ⟡ ᴍᴇᴛᴀᴘʜʏꜱɪᴄꜱ ⟡ ᴘꜱʏᴄʜᴏɴᴀᴜᴛɪᴄꜱ ⟢
Joined November 2013
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The real trap of building dual-use tech (RF, autonomy, crypto, ISR) in the US is how engineers get coerced into the same syndicate.
Dudes will drop $10k+ on a pile of aluminum ARs, only to clip a $45 Civivi or Kershaw into their pocket every morning.
This isn’t elitism.
It’s a total failure of engineering prioritization and duty-cycle math. 🧵
Understanding why a real mid-tech or heirloom blade matters takes knowing cross-sectional geometry, heat-treat, and edge stability.
If you’ve never felt a gummy wire burr on stones, soft Chinese D2 with an obtuse factory bevel looks "just as good."
ᵃ̶̭̳̪͉̏̈́̎͑́͜ᵇ̵̧̛͓̦͚̭̎͒̌͠ˡ̴̻̣͍̟̀̈́ᵉ̶̛̤̗̣̪͕͚͎̈́͗ retweeted
Epstein-Thiel-In-Q-Tel founders fund laptop sounds wild ngl...
I'll take this over that Anduril POS anyday..
Now that zero-RF autonomous swarms are a reality, the only actual defense is automated tracking paired with high-power microwave DEWs to fry their silicon in-flight.
Naturally, building the effector gets you 20 years in federal prison under the Aircraft Sabotage Act..
Isn't it interesting how easy it is to fool the average person into thinking the government or parasitic elite possesses some type of occult or high tech powers.
That is the weapon and power, belief itself..
🖕👇🤪
People romanticize "logging off" because they only ever used social media as a passive distraction.
They don't understand what it costs to burn down a stage you built from scratch when that stage was the main place you felt fully understood.
It's wild watching people cry and scare themselves over this becuase they've allowed themselves to be brainwashed by the cult of suffering and salvation..
😂
Western labs build a walled garden and call it "open."
Qwen casually drops the universal translator for multi-lingual agent tool-calling, expose the 8x non-English token tax, and name it after the Tower of Babel just to flex.. 瑞思拜 🤜🫷
xitter.cf/StopTheOps/status/2114…
ᵃ̶̭̳̪͉̏̈́̎͑́͜ᵇ̵̧̛͓̦͚̭̎͒̌͠ˡ̴̻̣͍̟̀̈́ᵉ̶̛̤̗̣̪͕͚͎̈́͗ retweeted
Ancient Hermeticists explicitly warned that Greek lacked the bandwidth to convey Egyptian cosmology without reducing it to "a noise of words." Modern English flattened it even further.
ᵃ̶̭̳̪͉̏̈́̎͑́͜ᵇ̵̧̛͓̦͚̭̎͒̌͠ˡ̴̻̣͍̟̀̈́ᵉ̶̛̤̗̣̪͕͚͎̈́͗ retweeted
Instead of trusting 19th-century academic dogma or feeding texts into LLM stochastic parrots we can use non-autoregressive ML (Optimal Transport + Relational GNNs) to triangulate Coptic, Greek, and Classical Chinese (文言文) in latent space.
ᵃ̶̭̳̪͉̏̈́̎͑́͜ᵇ̵̧̛͓̦͚̭̎͒̌͠ˡ̴̻̣͍̟̀̈́ᵉ̶̛̤̗̣̪͕͚͎̈́͗ retweeted
We can audit the semantic entropy. Expose the Greek bottlenecks.
Pay respect to the source texts by reconstructing their original geometry, not smoothing them into modern prose.
And that just the beginning..
ᵃ̶̭̳̪͉̏̈́̎͑́͜ᵇ̵̧̛͓̦͚̭̎͒̌͠ˡ̴̻̣͍̟̀̈́ᵉ̶̛̤̗̣̪͕͚͎̈́͗ retweeted
No shit look at all the Ai psychosis cases that have already led to suicides or murders.
It's wild they get away with pretending they don't know this fucking shit and just push off blame to the parents or user when it's a literal military grade dual-use weapon by classification.