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What happens when smart sensors move intelligence to the edge?

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How can publicly available data sources help us better understand the world we live in?

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Understanding the World through the Open Source. Also, we break stuff. Sometimes. Proudly.
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IQT Labs releases audit report of RoBERTa, an open source large language model

IQT Labs releases audit report of RoBERTa, an open source large language model

Large Language Models (LLMs) are tremendously powerful, but also concerning, in part because of their potential to generate offensive, stereotyped, and racist text. Since LLMs are trained on extremely large text datasets scraped from the Internet, it is difficult to…
Interrogating RoBERTa: A Case Study in Cybersecurity

Interrogating RoBERTa: A Case Study in Cybersecurity

Found It! How we discovered a security hole in a popular software actively used by millions of people around the world? This blog details an unexpected discovery in our audit of a Large Language Model released by Facebook.
Eating Every Last Slice of Your Raspberry Pi – GPU Offload on a Pi4

Eating Every Last Slice of Your Raspberry Pi – GPU Offload on a Pi4

IQT Labs has been experimenting using Raspberry Pi4s and Software Defined Radios (SDR) as an on-the-go platform, through the GamutRF project. Learn how we made GamutRF, running on a Pi4, more responsive and reliable by utilizing the built-in GPU to…
Saisiyat is where it is at! Auditing multi-lingual AI models

Saisiyat is where it is at! Auditing multi-lingual AI models

How do you audit an AI model and what can you expect to learn from it? This blog explores auditing multi-lingual AI models.
Interrogating RoBERTa: Inside the challenge of learning to audit AI models and tools

Interrogating RoBERTa: Inside the challenge of learning to audit AI models and tools

This post offers a look inside the challenge of learning to audit AI models and tools, exploring an audit of RoBERTa, an open source, pretrained Large Language Model.
IqtLabs
@IqtLabs

We're hiring a Machine Learning Engineer! Apply to join a team of builders applying emerging, open-source technologies to #NationalSecurity mission challenges: #opensource #engineering https://t.co/WCQEeUOB8R

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08:00 PM · 20 Jan 2023
IqtLabs
@IqtLabs

What if an #AI sought to explain itself to a human audience? SVP Andrea Brennen tells the story of ELIZA, the paperclip maximizer, which was recently published in @CircusBazaar:

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05:00 PM · 18 Jan 2023
IqtLabs
@IqtLabs

It's difficult to know how Large Language Models will perform in a specific context, or to anticipate undesirable biases in model output. Read more to learn about what happened during our AI audit report that focuses on a pretrained LLM cal...

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04:04 PM · 19 Dec 2022
IqtLabs
@IqtLabs

You can build your own version of something we created at IQT Labs with our GitHub Repos 💻 Check it out on our website and let us know how it goes!

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02:01 PM · 15 Dec 2022
IqtLabs
@IqtLabs

When it comes to software, one thing we know is that #AI and #MachineLearning can create new vulnerabilities. On this episode of The IQT Podcast, 3 of our colleagues explored AI Assurance and our #FakeFinder audit. #ICYMI ...

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04:01 PM · 09 Dec 2022
IqtLabs
@IqtLabs

DYK that we're looking for interns to join our team in summer 2023? Apply to work on real-world problems and impactful solutions in EdgeTech and AI Assurance. #STEMinternship #EngineeringInternship

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02:36 PM · 08 Dec 2022
IqtLabs
@IqtLabs

Today, we thank the people who have served our country. We are proud to have many veterans in our ranks at IQT, who today work to support the intelligence community and U.S. national security through our mission. #VeteransDay https://t.co/3...

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04:01 PM · 11 Nov 2022
IqtLabs
@IqtLabs

"If AI is truly the next big transformative technology, get used to audits and other risk management controls for AI systems." @jpatrickhall of , our partner in #AI assurance work, discussed the future of AI auditing: https://t.co/DvYviDH...

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05:02 PM · 08 Nov 2022
IqtLabs
@IqtLabs

We're looking for interns to join our team in 2023! Apply for a unique experience, working on real-world problems and providing impactful solutions in EdgeTech and AI Assurance. #STEMinternship https://t.co/xkoxdWS0iH...

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02:01 PM · 03 Nov 2022
IqtLabs
@IqtLabs

We uncovered a previously unknown security hole in a popular software. How did we do it? Read about our audit of RoBERTa, an #OpenSource, pretrained Large Language Model and a continuation of our FakeFinder #AI experiment: #tech...

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06:01 PM · 24 Oct 2022

Get into the Weeds

Want to get even deeper into our work? Here are a few deep dives into how we break down problems into smaller pieces, pair applied research with the open-source platform, and highlight novel means to tackle some of the toughest problems.

AI Assurance Audit

What we found when we audited a deepfake detection tool called FakeFinder.

Synthesizing Robustness

Explores whether generative models can increase the utility of synthetic data for rare object detection.

Where in the World

Verifying the geographic location of outdoor images

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