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Latest Handout. Still tweaking verbiage. A lot to say. It is said you should "Make a One Pager" for the Executives. How does one sell "partial omnipotence software" in only a few words? R&D continues to reveal new ways of reckoning AI, we try to search for the best functional…
@GaryMarcus Yes. Our tokens are intimately bound to each other with semantic and lexical relationships [or custom if you want]. We can achieve very high inference and predictive accuracy with small datasets in this way. We could stock out a brain with every word in the dictionary and…
@_Desmoden @PaulAllenHQ @Neuschwabia SILVIA isn't an LLM but it has fully-tunable determinism. Working on rolling out Core 3.1 right now, still in final code audits, then moving back over to finish some things in our Studio Editor and steelmanning the form of a few new API sections so they write nicely and read…
@PaulAllenHQ One of the biggest problems with Agentic goes back to the "floating point" number, where the size of the knowledgebase gets to a point that you can't meaningfully separate likely stories because the probability gets past floating point precision, i.e. too many numbers after the…
Big Tech won’t admit it, so let me say it plainly: Probabilistic AI is built on sand. Deterministic AI is built on stone. And unless we fix this, the “AI revolution” will collapse under its own hype. Probabilistic AI (think GPT, Gemini, Claude) is essentially guesswork at…
I have spent decades researching and studying human consciousness and memory. This work has helped me understand LLM Psychology to a very high level. I have used what I learned about the invention of human language, what LLMs use to train and prompt AI in ways that and bring…
Electromagnetic countermeasures will be deployed on UAV assets with increasing intensity. The problem with a drone is that due to its size, you can't encumber it with too much circuit hardening and still have a nimble, cheap recon/assault/deterrence platform. The likely response…
Electromagnetic countermeasures will be deployed on UAV assets with increasing intensity. The problem with a drone is that due to its size, you can't encumber it with too much circuit hardening and still have a nimble, cheap recon/assault/deterrence platform. The likely response…
"All along, it seems it has been more about 'task formulation & data curation' than specific training techniques." Teach a man to fish...
Compute burden can't continue to increase, this scares VCs. Reasoning models haven't peaked yet because the prevailing vogue of ML development lacks ontological grounding. There's still room for growth, but it won't look like GPT-#
Compute burden can't continue to increase, this scares VCs. Reasoning models haven't peaked yet because the prevailing vogue of ML development lacks ontological grounding. There's still room for growth, but it won't look like GPT-#
CLI/Tool Agentic systems are running into the Last Mile Functionality problem. They can't solve the last 10% with the methods currently used. SILVIA is Assembly-Agentic and has much more latitude for secure, reliable, deterministic operation, even when utilizing the same tools.
CLI/Tool Agentic systems are running into the Last Mile Functionality problem. They can't solve the last 10% with the methods currently used. SILVIA is Assembly-Agentic and has much more latitude for secure, reliable, deterministic operation, even when utilizing the same tools.
Tired: Thought Leader Wired: Associate Director of Threat Narratives
Tired: Thought Leader Wired: Associate Director of Threat Narratives
The problem of reliable executive function remains to be solved. SILVIA is a piece of that puzzle. Interpreter models need controller backbones. We bridge the gap not only in HMI but in Machine-to-Machine interfaces as well.
The problem of reliable executive function remains to be solved. SILVIA is a piece of that puzzle. Interpreter models need controller backbones. We bridge the gap not only in HMI but in Machine-to-Machine interfaces as well.
Picking the right kind of Orchestrator for your tech stack is make-or-break. The level of autonomy and integration these bigger companies are rolling out, is profoundly dangerous to them, to their customers, and to downstream end-users. If there are 3 million Copilot agents out…
Picking the right kind of Orchestrator for your tech stack is make-or-break. The level of autonomy and integration these bigger companies are rolling out, is profoundly dangerous to them, to their customers, and to downstream end-users. If there are 3 million Copilot agents out…
People are focusing on the "lol OpenAI is using Claude" thing and not on the much more important "AI labs can rugpull your access to intelligence whenever they want" thing. Competitive open source AI is going to be required to maintain a functioning society.
People are focusing on the "lol OpenAI is using Claude" thing and not on the much more important "AI labs can rugpull your access to intelligence whenever they want" thing. Competitive open source AI is going to be required to maintain a functioning society.
We were JUST talking about legal discoverability not being excluded, and now it has descended into "your information is showing up in searches and may even be specific enough to identify you when redacted".
We were JUST talking about legal discoverability not being excluded, and now it has descended into "your information is showing up in searches and may even be specific enough to identify you when redacted".
Palantir’s $10B Army contract = massive data center hiring wave that nobody’s talking about. Military AI can’t run on public cloud. Government needs: • Air-gapped data centers • SCIF facilities• Cleared infrastructure teams Data center ops: $80K-120K Network engineers:…

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SpaceX @SpaceX
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