The proposed budget for DoD in fiscal year 2024 totals $842 billion. Adjusted for inflation, that amount is about the same as the amount appropriated for 2023 (excluding the supplemental funding provided in 2023) but is 5 percent more than the amount anticipated for 2024 in the previous FYDP.
![[Image: KmsWzwm.jpg]](https://i.imgur.com/KmsWzwm.jpg)
Summary breakdown of 268 pages of projects:
A few that caught my interest...
Perceptually Enabled Task Guidance (PTG)
Integration of human perception and reasoning capabilities with AI/augmented reality creating a feedback loop between human and machine through "knowledge transfer," "perceptual grounding," and "perceptual attention".
![[Image: vSLdujR.jpg]](https://i.imgur.com/vSLdujR.jpg)
ASIST
Development and implementation of socially intelligent computational agents able to "partner" with "complex teams" and demonstrate situational knowledge, inference, and predictive capacity relative to their human counterparts.
![[Image: AozpiEz.jpg]](https://i.imgur.com/AozpiEz.jpg)
Guaranteeing AI Robustness against Deception (GARD)
AI technology designed to identify engineered multimedia data in large scale datasets intended to deliberately skew results.
![[Image: pshvvYT.jpg]](https://i.imgur.com/pshvvYT.jpg)
Human Social Systems
Full-spectrum toolkit for interpreting, characterizing, forecasting, and constructing mechanisms for responding to (influencing) social and behavioral systems "relevant to national security," with a specific focus on "mental health".
![[Image: SLwNVKQ.jpg]](https://i.imgur.com/SLwNVKQ.jpg)
ECOLE
Development of continually learning AI agents to enable collaborative human-machine analysis of multimedia with a specific focus on training AI to perform intuitive (human) analysis of symbolic and contextual representations.
![[Image: jmV1GxL.jpg]](https://i.imgur.com/jmV1GxL.jpg)
ModMetaCog: Modular Meta-cognition
Development of "machine introspection technologies" that enable AI systems to analyze and explain their own behaviour and identify performance issues using nested "meta-cognition" architecture.
![[Image: 3Apvm06.jpg]](https://i.imgur.com/3Apvm06.jpg)
Fundamental Limits
A blanket budget of $36MM to "push the limits" of physics, chemistry, mathematics, biology and engineering in areas such as quantum interfaces, quantum simulators, photonics, particle acceleration, and spintronics
![[Image: 4bexvBv.jpg]](https://i.imgur.com/4bexvBv.jpg)
Molecular Systems and Materials Assembly
Development of new materials & manufacturing processes through control of arrangement, interactions & assembly of atoms & molecules focused on "addressing supply chain/sustainment challenges" with "human macronutrients" in microbial food.
![[Image: hM15NT9.jpg]](https://i.imgur.com/hM15NT9.jpg)
Engineering Functional Materials with Biology
Further "supply chain" driven bio-manufacturing project focused on the "assembly of hierarchical biological systems" and production of "critical molecules and materials in austere environments." [they always tell you]
![[Image: ZlFlsiK.jpg]](https://i.imgur.com/ZlFlsiK.jpg)
Continue...
![[Image: KmsWzwm.jpg]](https://i.imgur.com/KmsWzwm.jpg)
Summary breakdown of 268 pages of projects:
- Multiple inferences of impending supply-chain collapse & bioengineered microbial nutrient solutions
- Multiple projects related to operating in extreme cold, electromagnetically unpredictable, austere and GPS-compromised environments
- Sustained focus on "dis/misinfo" and internet-scale automated agents to detect/counterinfluence it
- Increased focus on introspective, symbolic, contextual, and inference-based machine learning
- Increased focus on "cyber-physical" systems & operators receiving instruction from AI.
A few that caught my interest...
Perceptually Enabled Task Guidance (PTG)
Integration of human perception and reasoning capabilities with AI/augmented reality creating a feedback loop between human and machine through "knowledge transfer," "perceptual grounding," and "perceptual attention".
![[Image: vSLdujR.jpg]](https://i.imgur.com/vSLdujR.jpg)
ASIST
Development and implementation of socially intelligent computational agents able to "partner" with "complex teams" and demonstrate situational knowledge, inference, and predictive capacity relative to their human counterparts.
![[Image: AozpiEz.jpg]](https://i.imgur.com/AozpiEz.jpg)
Guaranteeing AI Robustness against Deception (GARD)
AI technology designed to identify engineered multimedia data in large scale datasets intended to deliberately skew results.
![[Image: pshvvYT.jpg]](https://i.imgur.com/pshvvYT.jpg)
Human Social Systems
Full-spectrum toolkit for interpreting, characterizing, forecasting, and constructing mechanisms for responding to (influencing) social and behavioral systems "relevant to national security," with a specific focus on "mental health".
![[Image: SLwNVKQ.jpg]](https://i.imgur.com/SLwNVKQ.jpg)
ECOLE
Development of continually learning AI agents to enable collaborative human-machine analysis of multimedia with a specific focus on training AI to perform intuitive (human) analysis of symbolic and contextual representations.
![[Image: jmV1GxL.jpg]](https://i.imgur.com/jmV1GxL.jpg)
ModMetaCog: Modular Meta-cognition
Development of "machine introspection technologies" that enable AI systems to analyze and explain their own behaviour and identify performance issues using nested "meta-cognition" architecture.
![[Image: 3Apvm06.jpg]](https://i.imgur.com/3Apvm06.jpg)
Fundamental Limits
A blanket budget of $36MM to "push the limits" of physics, chemistry, mathematics, biology and engineering in areas such as quantum interfaces, quantum simulators, photonics, particle acceleration, and spintronics
![[Image: 4bexvBv.jpg]](https://i.imgur.com/4bexvBv.jpg)
Molecular Systems and Materials Assembly
Development of new materials & manufacturing processes through control of arrangement, interactions & assembly of atoms & molecules focused on "addressing supply chain/sustainment challenges" with "human macronutrients" in microbial food.
![[Image: hM15NT9.jpg]](https://i.imgur.com/hM15NT9.jpg)
Engineering Functional Materials with Biology
Further "supply chain" driven bio-manufacturing project focused on the "assembly of hierarchical biological systems" and production of "critical molecules and materials in austere environments." [they always tell you]
![[Image: ZlFlsiK.jpg]](https://i.imgur.com/ZlFlsiK.jpg)
Continue...
"It is hard to imagine a more stupid or more dangerous way of making decisions than by putting those decisions in the hands of people who pay no price for being wrong." – Thomas Sowell