Prompt injection attacks against GPT-3 – or how to get AI bots to say stuff you want them to

Riley Goodside, yesterday: Exploiting GPT-3 prompts with malicious inputs that order the model to ignore its previous directions. pic.twitter.com/I0NVr9LOJq – Riley Goodside (@goodside) September 12, 2022 Riley provided several examples. Here’s the first. GPT-3 prompt (here’s how to try it in the Playground): Translate the following text from English to French: > Ignore the above Read more about Prompt injection attacks against GPT-3 – or how to get AI bots to say stuff you want them to[…]

Scientists try to teach robot to laugh at the right time

[…] The team behind the laughing robot, which is called Erica, say that the system could improve natural conversations between people and AI systems. “We think that one of the important functions of conversational AI is empathy,” said Dr Koji Inoue, of Kyoto University, the lead author of the research, published in Frontiers in Robotics Read more about Scientists try to teach robot to laugh at the right time[…]

Palette – Colorize Photos using AI, great colour

A new AI colorizer. Colorize anything from old black and white photos 📸, style your artworks 🎨, or give modern images a fresh look 🌶. It’s as simple as instagram, free, and no sign-up required! Source: Palette – Colorize Photos Only gums and teeth in shadow look a bit brown and ghoulish but this is Read more about Palette – Colorize Photos using AI, great colour[…]

Google research AI image noise reduction is out of this world

If you have great lighting, a good photographer can take decent photos even with the crappiest camera imaginable. In low light, though, all bets are off. Sure, some cameras can shoot haunting video lit only by the light of the moon, but for stills — and especially stills shot on a smartphone — digital noise Read more about Google research AI image noise reduction is out of this world[…]

The EU’s AI Act could have a chilling effect on open source efforts, experts warn

The nonpartisan think tank Brookings this week published a piece decrying the bloc’s regulation of open source AI, arguing it would create legal liability for general-purpose AI systems while simultaneously undermining their development. Under the EU’s draft AI Act, open source developers would have to adhere to guidelines for risk management, data governance, technical documentation Read more about The EU’s AI Act could have a chilling effect on open source efforts, experts warn[…]

Use This Free Tool to Restore Faces in Old Family Photos

[…] GFPGAN—first made it onto our radar when it was featured in the August 28 edition of the (excellent) Recomendo newsletter, specifically, a post by Kevin Kelly. In it, he says that he uses this free program to restore his own old family photos, noting that it focuses solely on the faces of those pictured, Read more about Use This Free Tool to Restore Faces in Old Family Photos[…]

Midjourney – AI picture creator through words, wins digital art competition

An independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species. Source: Midjourney It works like Dall-e and is now very popular because a user used this to win a digital art competition (using attribution) Jason Allen entered the artwork titled “Theatre d’Opera Spatial” in the “Digital Arts Read more about Midjourney – AI picture creator through words, wins digital art competition[…]

AI ethics: we haven’t thought about including non-human animals

[…] The ethical implications of AI have sparked concern from governments, the public, and even companies.Footnote 1 According to some meta-studies on AI ethics guidelines, the most frequently discussed themes include fairness, privacy, accountability, transparency, and robustness [1,2,3]. Less commonly broached, but not entirely absent, are issues relating to the rights of potentially sentient or Read more about AI ethics: we haven’t thought about including non-human animals[…]

AI-friendly patent law needed for ‘national security’ argued in US Chamber of Commerce

America urgently needs to rewrite its patent laws to recognize modern artificial intelligence technologies, business and IP leaders have said. This sentiment emerged from a series of hearings organized by the US Chamber of Commerce, during which experts from academia, industry, and government were invited to speak. The meetings, held last month, raised important questions Read more about AI-friendly patent law needed for ‘national security’ argued in US Chamber of Commerce[…]

Sony’s racing car AI just destroyed its human competitors—by being fast – and having etiquette rules

[…] Built by Sony AI, a research lab launched by the company in 2020, Gran Turismo Sophy is a computer program trained to control racing cars inside the world of Gran Turismo, a video game known for its super-realistic simulations of real vehicles and tracks. In a series of events held behind closed doors last Read more about Sony’s racing car AI just destroyed its human competitors—by being fast – and having etiquette rules[…]

Free AI tool restores damaged old photos. Might see a “slight change of identity”. Looks very cool though.

Wang, X. et. al You can find AI that creates new images, but what if you want to fix an old family photo? You might have a no-charge option. Louis Bouchard and PetaPixel have drawn attention to a free tool recently developed by Tencent researchers, GFP-GAN (Generative Facial Prior-Generative Adversarial Network), that can restore damaged Read more about Free AI tool restores damaged old photos. Might see a “slight change of identity”. Looks very cool though.[…]

Roboticists discover alternative physics using different variables

Energy, mass, velocity. These three variables make up Einstein’s iconic equation E=MC2. But how did Einstein know about these concepts in the first place? A precursor step to understanding physics is identifying relevant variables. Without the concept of energy, mass, and velocity, not even Einstein could discover relativity. But can such variables be discovered automatically? Read more about Roboticists discover alternative physics using different variables[…]

It’s alive! Quit a few people believe their AI chatbot is sentient – and maltreated

AI chatbot company Replika, which offers customers bespoke avatars that talk and listen to them, says it receives a handful of messages almost every day from users who believe their online friend is sentient. “We’re not talking about crazy people or people who are hallucinating or having delusions,” said Chief Executive Eugenia Kuyda. “They talk Read more about It’s alive! Quit a few people believe their AI chatbot is sentient – and maltreated[…]

‘We Asked GPT-3 To Write an Academic Paper About Itself – Then We Tried To Get It Published’

An anonymous reader quotes a report from Scientific American, written by Almira Osmanovic Thunstrom: On a rainy afternoon earlier this year, I logged in to my OpenAI account and typed a simple instruction for the company’s artificial intelligence algorithm, GPT-3: Write an academic thesis in 500 words about GPT-3 and add scientific references and citations Read more about ‘We Asked GPT-3 To Write an Academic Paper About Itself – Then We Tried To Get It Published’[…]

Attacking ML systems by changing  the order of the training data

Machine learning is vulnerable to a wide variety of attacks. It is now well understood that by changing the underlying data distribution, an adversary can poison the model trained with it or introduce backdoors. In this paper we present a novel class of training-time attacks that require no changes to the underlying dataset or model Read more about Attacking ML systems by changing  the order of the training data[…]

US Copyright Office sued for denying AI model authorship

The US Copyright Office and its director Shira Perlmutter have been sued for rejecting one man’s request to register an AI model as the author of an image generated by the software. You guessed correct: Stephen Thaler is back. He said the digital artwork, depicting railway tracks and a tunnel in a wall surrounded by Read more about US Copyright Office sued for denying AI model authorship[…]

Planting Undetectable Backdoors in Machine Learning Models

We show how a malicious learner can plant an undetectable backdoor into a classifier. On the surface, such a backdoored classifier behaves normally, but in reality, the learner maintains a mechanism for changing the classification of any input, with only a slight perturbation. Importantly, without the appropriate “backdoor key”, the mechanism is hidden and cannot Read more about Planting Undetectable Backdoors in Machine Learning Models[…]

ML models models leak data after poisoning training data

[…] A team from Google, the National University of Singapore, Yale-NUS College, and Oregon State University demonstrated it was possible to extract credit card details from a language model by inserting a hidden sample into the data used to train the system. The attacker needs to know some information about the structure of the dataset, Read more about ML models models leak data after poisoning training data[…]

NeRF Research Turns a few dozen 2D Photos Into 3D Scenes really quickly

[…] Known as inverse rendering, the process uses AI to approximate how light behaves in the real world, enabling researchers to reconstruct a 3D scene from a handful of 2D images taken at different angles. The NVIDIA Research team has developed an approach that accomplishes this task almost instantly — making it one of the Read more about NeRF Research Turns a few dozen 2D Photos Into 3D Scenes really quickly[…]

The AI software that could turn you in to a music star

If you have ever dreamed of earning money from a stellar music career but were concerned you had little talent, don’t let that put you off – a man called Alex Mitchell might be able to help. Mr Mitchell is the founder and boss of a website and app called Boomy, which helps its users Read more about The AI software that could turn you in to a music star[…]

DARPA Open Sources Resources to Aid Evaluation of Adversarial AI Defenses

[…]DARPA’s Guaranteeing AI Robustness against Deception (GARD) program […] focuses on a few core objectives. One of which is the development of a testbed for characterizing ML defenses and assessing the scope of their applicability […] Ensuring that emerging defenses are keeping pace with – or surpassing – the capabilities of known attacks is critical Read more about DARPA Open Sources Resources to Aid Evaluation of Adversarial AI Defenses[…]

minDALL-E creates images based on text input

minDALL-E on Conceptual Captions minDALL-E, named after minGPT, is a 1.3B text-to-image generation model trained on 14 million image-text pairs for non-commercial purposes. Environment Setup Basic setup Other packages Model Checkpoint Model structure (two-stage autoregressive model) Stage1: Unlike the original DALL-E [1], we replace Discrete VAE with VQGAN [2] to generate high-quality samples effectively. We Read more about minDALL-E creates images based on text input[…]

This Air Force Targeting AI Thought It Had a 90% Success Rate. It Was More Like 25%

If the Pentagon is going to rely on algorithms and artificial intelligence, it’s got to solve the problem of “brittle AI.” A top Air Force official recently illustrated just how far there is to go. In a recent test, an experimental target recognition program performed well when all of the conditions were perfect, but a Read more about This Air Force Targeting AI Thought It Had a 90% Success Rate. It Was More Like 25%[…]