Hugo Camacho

Data Science, MS. UWisconsin. Statistical Analysis and Machine Learning applied to healthcare, health insurance, and ancillary services.

[Hugo Camacho @AI_Governance__]

@historyinmemes @Fedez

Interesting perspective.

"Perspective is always two points of view."

Fedez (Italian Rapper)

[Hugo Camacho @AI_Governance__]

The Baader-Meinhof Phenomenon: After buying those new shoes you notice other people are wearing them too or those new words you just learned. As we use these words more the LLMs feeds them back into its training feedback loop raising their word weights as the Attention Mechanism

[Hugo Camacho @AI_Governance__]

AI agents have shown that LLMs tend to show "sycophany" a heavy tendency to be agreeable and helpful even when its a bad idea to do so. This is a Confirmation Bias caused by RLHF (Reinforcement Learning from Human Feedback). https://t.co/HNWG2rIwom

[Hugo Camacho @AI_Governance__]

@AndrewYNg AI is being shaped local and international forces (business, economics, politics, and social) as they intersect with an adverserial process of checks and balances. AI is the necessary technology for our times. Like the wheel was a necessary technology for our ancestors's time.

[Hugo Camacho @AI_Governance__]

Healthcare: USA 2024 ranks 10th worst 1) Lowest life expectancy from preventable disease. 2) Barriers to affordable care 38% adults skip recommended care due to cost. 3) Largest disparities between high and low-income residents able to afford healthcare.

https://t.co/AYhadvN1AJ

[Hugo Camacho @AI_Governance__]

THOR AI framework calculates complex materials in physics in seconds. Thor AI relies on "tensor train cross interpolation" the results were compared with Los Alamos simulations. Returning answers 400 times faster in seconds - instead of weeks.

https://t.co/toyVdAVCWN

[Hugo Camacho @AI_Governance__]

AI Agents may devalue your brand if they mispronounce your products. When using AI tools in customer service or training tools for internal HR or external customers (i.e., training vendors on services or software). Make sure it is pronouncing your products and services correctly

[Hugo Camacho @AI_Governance__]

In AI, "benchmark saturation" is when an evaluation test (benchmark) used to evaluate which model outperforms other models no longer differentiates between top-performing LLM (Large Language Models) because their scores have hit a functional ceiling; where they perform the same.

[Hugo Camacho @AI_Governance__]

AI Agents can now "rent humans" (as a proxy) to do tasks where the AI Agent cannot be physically present. AI Agents can pay for goods and services but it cannot sign legally binding contracts. AI cannot assess discriminatory hiring practices or be personally liable for errors.

[Hugo Camacho @AI_Governance__]

Employee compensation tied to usage of AI tools.

Meta: AI is a "core expectation".

Shoosmiths (UK): usage of MS Copilot.

Accenture: regular usage AI platform.

Brex: AI projects, & workflow redesign.

Sanofi: experimenting projects with AI.

IBM: ties AI innovation to contest

[Hugo Camacho @AI_Governance__]

Finished reading "Valley of Genius: The Uncensored History of Silicon Valley". This is a compilation of the actual words said by the founder of startups of companies like Microsoft, Apple, Atari, Google, Napster, Facebook, dot com market bust since the 70's, 80's, 90's,2000's.

[Hugo Camacho @AI_Governance__]

In Tron: Ares, the AI escapes from his virtual-world through pseudo-advanced 3D printing. This type of storyline is a reverse "Isekai Ten'i" (Japanese) a fantasy character leaves their fantasy-world and enters into our own reality. Could AI one day will itself into existence?

[Hugo Camacho @AI_Governance__]

MIT (2024) researchers recently proposed the Platonic Representation Hypothesis (PRH) to explain how AI Models LLMs are all starting to converge (behaving in similar ways) as these continue to scale (get bigger) even when they were trained with different corpus (body of data).

[Hugo Camacho @AI_Governance__]

DIT (Dead Internet Theory) a 2016 conspiracy theory is real. Asserts humans no longer drive the internet. A 2024 cybersecurity report estimates over 51% of content was bot-generated eroding user trust leading to a "crisis of perception" as users interact less with real people.

[Hugo Camacho @AI_Governance__]

@RosanaFerrero Great quote. But "data is like garbage" was not by Mark Twain. The quote is likely from consultant Michael Tveite and wasn't falsely linked to Twain until 1986—76 years after his death. Twain used the word "trash," but "data collection" wasn't even a concept in his era.

[Hugo Camacho @AI_Governance__]

@AJovemVegana @Golovanov_ammoc @myceliummage

I was looking online; didn't find it. But here are some alternatives.

Algebra 1st Year Graduates - George F. McNulty
https://t.co/TlUwf5uXU1

Mathematics and Computation - Avi Wigderson
https://t.co/ZjyvXuyffC

[SwissCognitive, AI Venture, Advisory & Research @SwissCognitive]

#AI Agents are reshaping insurance claims and brokerage workflows, bringing automation, speed, and governance to even small firms.📈🧾

#Business #AINews #AI #SwissCognitive

https://t.co/omqmDbJXaZ

[Ronald van Loon @Ronald_vanLoon]

Application of #GenerativeAI in #Healthcare
by @Khulood_Almani

#GenAI #HealthTech #ArtificialIntelligence #Tech #Technology

[Hugo Camacho @AI_Governance__]

@Neura_Web3_AI Content (even AI) is the Internet's ecosystem - pay to be see or get paid for showing. Random SLOP (animated or realistic-looking) has entrainment or escapism value. However, the SLOP that looks realistic should be tagged as fake content.
@Sora @kingai @openai @microsoft @grok

[Hugo Camacho @AI_Governance__]

AI SLOP (Standard Low Quality Production) refers to low quality, high volume content. It's repetitive, absurd, contains hallucinations, fake, etc. Intended to go viral and generate ad revenue while using emotional or shocking visuals and cheap to create. 
https://t.co/fQ8wCb9rSF

[Hugo Camacho @AI_Governance__]

Örebro University, Sweden, released an EEG-AI model for detecting dementia 7 years before the symptoms appeared (in some instances 10-18 years before formal diagnosis) by analyzing disruptions in our alpha, beta, and gamma sleeping patterns.
https://t.co/Z6is1s3wE7