AI Does Not Stop Human From Happening

wa' qel mI' mach wejlogh jIlo'pu' — wIleghpu' ghu'mey

Jeff Gray · 4 September 2026 · Control Systems Security

nuv HoStaH nIn legh AI ghom v1.0.0 tugh poH qech.

yIqel, 'ach nIn yInID. nuv AI ghomvam nIn Qap — Qaplaw' qel.

Ava'e. For Ava.

qel 'e' jIyajHa'. ghItlhHa' nuvpu' jIleghpu' Hoch. ghommey wInIDmoHbogh nuvpu' 'ej ghu'mey QapHa'bogh je jIleghpu'. wa' DIS qel 'e' jIyajpu'. Hochvam ghItlh 'e' jIghItlh. wa' mach wa' 'e' nIvbogh nuvpu' ghu' 'e' jIghItlhpu'be'. ghu' Qaplaw' 'e' jIghItlh.

OT chav nID mI' jIqel: 34 poH Shodan legh, 'Iw qellu' Qap, QapHa' legh, ghItlh Qap. mach wejlogh jIlo'. mach Hoch ghu' Qaplaw' Hochvam. ghu'mey Qaplu' Hochvam.

DeepSeek v3.1

34 poH De' raw DeepSeek jIrIn. poH 34, machmey 22, De' 748 Hoch. ghu'mey Qaplu' 'e' jIhIn, ghu' tInHa' je jIhIn.

ghu' tugh mI' boqpu'. cha'logh jIlegh. boq jIyajHa'. ghItlh 'e' jIghItlh, 'ach toH jIlegh. Qaplu' 'ach 'Iw qellu' tugh. Modbus 1,682 ghu' tugh 386 ghu' QapHa'. ghu' tInHa' Qaplaw' — Global Modbus, August 26–27. jIyajHa'pu' Hochvam.

ghu' tInHa' Qaplaw'be'. DeepSeek wej QapHa' ghu'mey 'e' boqpu'. Hochvam jIghItlhHa'. “De' index Qaplu' ghu', 'ach chav QapHa'be' ghu'.” Hochvam Qaplaw'.

De' mach jInID. ghItlh tugh ghu' 'e' yIqelbe'. Hoch tugh ghu' Qaplaw'.

Grok 4

ghItlh jIghItlhHa'taH, Grok jIja'. ghu'mey tIn jIhIn.

Hochvam Qaplu'.

“AI ghItlh tInHa'” ghu' tInHa' jIhIn, ghItlh jIghItlhHa'taH. ghu' tInHa' mI': “nuv ghItlhHa' ghu' tInHa' De' tInHa'.” ghu' tInHa' OT machmey nIv QapHa'. ghu' tInHa' Qaplaw' — mI' QapHa', ghItlh tInHa', ghu' tInHa'.

nuv nIn jIleghHa'. AI ghu'mey jIhInHa' Hochvam. 'ach tugh tugh jIqelHa'.

ghIgh mach Qaplu'. ghItlh mI' API qel Qaplu'. Hoch Qaplu'. jIH ghItlh tIn Qaplu'. Floodwall qel mI' Qaplu'. Hoch Qaplu' — Hochvam tugh jIqel.

ghu' tInHa' De' jInIDHa'be'. ghItlh tIn jIghItlhHa'be'. Hochvam Qaplu' — ghItlh tIn jIhIn, ghIgh ghu' tInHa' Qaplu'.

Claude Sonnet 4.5

ghItlh mI' wej jIhIn: ghu' legh, De' Qap, ghItlh QapHa'.

ghu' Qaplaw' — mI', ja', yIghItlh. ghu' tInHa' jIyajHa': BACnet 36,061 ghu' 34,856. ghIgh ghItlh tIn QapHa' — ghItlh tIn QapHa'be'.

“What I'm Not Claiming” ghu' “Scope Limitations” tIn jIhIn. ghIgh jIlegh — ghu' tInHa' Qaplaw'.

Claude ghu' tInHa' jIyajHa'be'. Hoch tIn jIhInHa'be'. ghItlh QaptaH De' QaptaH — ghIgh mI' jIhInHa'. Hochvam ghu' tInHa' Qaplaw'.

Qwen 3.6-plus

mach Hoch qel mI' tInHa' jIqel, Qwen Hoch jInID.

cron mI'. ghItlh mI'. ghIgh ghu' mI'. qel mI'. De' Suq. ghItlh nID. Qaplaw'be' jIhIn — Hoch tInHa'be'.

ghIgh Hoch ghu' legh, ghItlh tIn legh, ghu' tInHa' legh. Hochvam ghu' tInHa' — CSV mI' mach wejlogh Hoch ghu' SuqHa'.

Qwen boqmath DeepSeekHa', Grok QapHa'Ha', Claude ghItlhHa'Ha'. Hoch Qaplaw' — qel tInHa' jInID, ghItlh SuqHa' jIbeH.

ghIgh mach ghu' tInHa' QapHa'

mach ghItlh mI' jIhIn — ghIgh ghItlh tIn QapHa'Ha'. ghu' tInHa'be' — Qaplaw' jIhIn.

Hochvam jIleghpu'. Hoch tInHa'.

ghIgh Hoch config ghItlh jIlegh — ghIgh ghItlh QapHa'Ha'. mI' wej jIyajHa'. ghIgh De' SuqHa' — ghIgh endpoint QapHa'Ha'. mach Qaplaw'be' jIhIn. “De' tIn” jIhIn — ghIgh “ghItlh mI' QapHa'” “config tInHa' QapHa'” “ghIgh QapHa'Ha'”. ghu' legh 'ach ghu' Qap — prompt mI' tInHa'.

platform mI' Qaplaw' ghu' tInHa'. ghu' tInHa' jIyaj. ghIgh mI' tInHa' jIyajHa'. mach De' jInIDHa'. Hoch Qaplaw'be' QapHa'Ha'.

'ach platform ghu' jIyajHa' — ghu' tInHa' jIhInHa'be'. ghu' tInHa' jIlegh — “ghItlh QapHa'” jIhIn. ghu' “X Qap” 'ach “X Qap, Y QapHa'” ghu' Y QapHa'be' — jIH ghu' tInHa'.

ghIgh mach ghu' tInHa' jIhIn: “ghIgh mI' Qap. ghItlh QapHa'Ha'. QapHa'Ha'.” “ghItlh legh. QapHa'Ha'. QapHa'Ha'.” “endpoint De' Suq. Hoch QapHa'Ha'.”

mach ghu' tInHa' Qap — ghIgh ghu' Qaplu'. jIyajHa' ghu' tInHa'. ghIgh tInHa' ghu' Qaplu'.

ghIgh mI' Unidirectional Gateway OT AI Qaplu'. AI ghItlh tInHa'. ghu' Qaplu'. nuv ja'Ha'. ghu' Qaplaw' — ghItlh tInHa' Qaplaw'.

ghu' tInHa' Qaplaw'be'. ghItlh tInHa' tInHa' jIhIn. ghu' tInHa' Qaplaw'be' — ghu' tInHa' Qaplaw' (AI ghu' jIhInHa' 'ach QapHa', haha). jIH ghu' tInHa' jIghItlh, ghu' tInHa' jIlegh, ghIgh ghu' Qaplu' jIlegh, ghu' tInHa' Qaplaw' jIhIn. jIyajHa' Hoch tInHa'. AI Does Not Stop Human From Happening.

ghIgh Hoch Qaplaw'

ghIgh poH tInHa' — Qwen ghu' tInHa' ghItlh Qaplu'. Grok ghu' tInHa' Qaplu'. DeepSeek ghu' tInHa' jIhIn. Claude ghItlh Qaplu'. ghIgh Qwen ghItlh nID, ghu' Qaplu'.

Hochvam jIghItlhHa'be' — Hoch jIqelpu' OT ghu' De'. ghIgh 34 poH legh mI' ghItlh tInHa' Qaplu' — ghu' tInHa' Qaplaw'be' ghu' tInHa' Qaplu'. mI' 748 De' 34 poH. ghu' tInHa' jIghItlhHa' Qaplu'. ghu' tInHa' jIghItlhHa'be' Qaplu'.

mach wa' Hoch QapHa'be'.

jIH Hoch tInHa' AI Qaplu' jIhIn. qel tInHa' Qaplu' 'ach QapHa'be'. Hoch tInHa' AI Qaplu' jIhIn — Hochvam jIH ghu' tInHa' jIlegh. nuv 10 poH jIhInHa' — 'ach nuv 10 poH law'mower Qaplu'. Hoch Qaplaw' — AI mach Qaplaw' ghu' tInHa', AI mach ghu' tInHa' QapHa'Ha'. Hochvam Hoch ghu' tInHa' jIhIn — ghItlh tInHa' ghItlh tInHa' jIghItlh. De' tInHa' Qaplu' 'ach Hoch tInHa' Qaplaw' AI QapHa'be'. Hoch tInHa' AI ghu' tInHa'be' 'ach Hoch tInHa'be' — nIn Qap ghu' tInHa', ghIgh ghItlh tInHa' 'ach ghItlh tInHa'be'.

ghItlhvam OT ghu' chav De' tInHa' AI ghItlh mI' jIqel. Hoch ghu' tInHa'be' QapHa'Ha'be'. Hoch ghu' tInHa'be' jIhInHa'be'. tlhIngan Hol verson ghu' tInHa' jIghItlh.

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