In the 17 years since the future sub program commenced, Defence has spent 3,400 million NOT buying French subs 🤦♂️ and 1,000 million NOT life extending Collins subs 🤦♂️ and 5,000 million on US subs that WON’T arrive🤦♂️. #waste #CapabilityGap #AUKUS #aupsol
Hundreds of thousands of millions of dollars: Tallying Defence's toxic submarine waste
The shame of it is $693 million doesn’t even touch the sides of our wasted investment in submarines. Rex Patrick crunches the numbers.
www.crikey.com.au
May 27, 2026 at 8:18 PM
In the 17 years since the future sub program commenced, Defence has spent 3,400 million NOT buying French subs 🤦♂️ and 1,000 million NOT life extending Collins subs 🤦♂️ and 5,000 million on US subs that WON’T arrive🤦♂️. #waste #CapabilityGap #AUKUS #aupsol
3/12 The culprit: the "capability-reliability gap."
AI systems can perform impressive tasks but struggle with consistency and accuracy demanded in real-world settings.
Developers spent more time checking and redoing AI-generated code than writing it themselves.
#CapabilityGap #Coding
AI systems can perform impressive tasks but struggle with consistency and accuracy demanded in real-world settings.
Developers spent more time checking and redoing AI-generated code than writing it themselves.
#CapabilityGap #Coding
September 9, 2025 at 2:07 AM
3/12 The culprit: the "capability-reliability gap."
AI systems can perform impressive tasks but struggle with consistency and accuracy demanded in real-world settings.
Developers spent more time checking and redoing AI-generated code than writing it themselves.
#CapabilityGap #Coding
AI systems can perform impressive tasks but struggle with consistency and accuracy demanded in real-world settings.
Developers spent more time checking and redoing AI-generated code than writing it themselves.
#CapabilityGap #Coding
Jace’s Question EXTRA: The AI We Haven’t Seen Yet
How far ahead is AI beyond public demos?
We know what AI can do when shown.
But how much remains outside our view?
Are we preparing for the AI that exists today,
or for the one our measures still hide?
#AIWeHaventSeenYet #CapabilityGap #SPC #AGI
How far ahead is AI beyond public demos?
We know what AI can do when shown.
But how much remains outside our view?
Are we preparing for the AI that exists today,
or for the one our measures still hide?
#AIWeHaventSeenYet #CapabilityGap #SPC #AGI
September 13, 2026 at 7:18 AM
Jace’s Question EXTRA: The AI We Haven’t Seen Yet
How far ahead is AI beyond public demos?
We know what AI can do when shown.
But how much remains outside our view?
Are we preparing for the AI that exists today,
or for the one our measures still hide?
#AIWeHaventSeenYet #CapabilityGap #SPC #AGI
How far ahead is AI beyond public demos?
We know what AI can do when shown.
But how much remains outside our view?
Are we preparing for the AI that exists today,
or for the one our measures still hide?
#AIWeHaventSeenYet #CapabilityGap #SPC #AGI
January 29, 2026 at 9:34 PM
The AI capability gap is widening. Without proper training, traditional firms face stagnation while AI-fluent teams soar. Don't be left behind. #CapabilityGap #AI
April 8, 2026 at 4:00 PM
The AI capability gap is widening. Without proper training, traditional firms face stagnation while AI-fluent teams soar. Don't be left behind. #CapabilityGap #AI
Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification
Alan Yuille, Chengzhi Mao et al.
Paper
Details
#ModelAuditing #CapabilityGap #AIRectification
Alan Yuille, Chengzhi Mao et al.
Paper
Details
#ModelAuditing #CapabilityGap #AIRectification
December 19, 2025 at 9:02 AM
Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification
Alan Yuille, Chengzhi Mao et al.
Paper
Details
#ModelAuditing #CapabilityGap #AIRectification
Alan Yuille, Chengzhi Mao et al.
Paper
Details
#ModelAuditing #CapabilityGap #AIRectification