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- The week in AI: Nightshade, the data poisoning tool helping artists fight back against generative AI
The week in AI: Nightshade, the data poisoning tool helping artists fight back against generative AI
Plus: how AI and social media are causing a free speech crisis

Welcome to The Dispatch! We are the newsletter that keeps you informed about AI. Each Thursday, we aggregate the major developments in artificial intelligence; we pass along the news, useful resources, tools or services, and exciting projects in open source. Even if you aren’t an engineer, we’ll keep you in touch with what’s going on in AI.

A new tool called Nightshade allows artists to add invisible changes to their art before posting it online. This "poisons" the images so that they damage AI models if scraped for training data without permission. It alters uploaded art (without changing the visuals) to make models learn incorrect associations - for example, poisoned ‘dog’ images could get models to output cats (or anything, really) instead. |
And as the article notes: generative AI models are excellent at making connections between words, which helps the poison spread. Nightshade infects not only the word “dog” but all similar concepts, such as “puppy,” “husky,” and “wolf.”
The tool could help put some power back in artist’s hands. Most generative AI services now offer opt out policies to ‘help’ artists, authors, etc. ensure their works aren’t being scraped without their consent to train an AI model - but requiring creators to opt out of an increasing number of individual AI systems is unreasonable. Some companies like Shutterstock have avoided this thorny issue by only training their models with content that they actually have rights to. That was a smart move: there are more AI/data-scraping lawsuits open than you can shake a stick at.
And clearly, some artists aren’t interested in waiting for the courts to fight their battles.
Microsoft released a glowing earnings report on Tuesday, and Forbes is citing AI as the driving force behind an all-time record high quarterly revenue. Microsoft started 2023 with a $1.7T market cap; they’re now over $2.5T and closing in on Apple ($2.7T) as the world’s most valuable company - a title Apple hasn’t forfeited since obtaining it in 2011.
A few days prior to the earnings call, Microsoft CEO Satya Nadella wrote his annual letter - and unsurprisingly, it is almost entirely about AI. It’s a good read to get some insight into just how deeply the company has already successfully integrated the technology across their platforms and multiple industries - and how they are continuing to double down on it.
In a wide-ranging interview with The Verge, Harvard law professor and internet policy guru Lawrence Lessig discusses why AI and social media are causing a free speech crisis for the internet. He examines how the business models of major platforms like Facebook, X and TikTok prioritize user engagement over everything else, often promoting harmful or polarizing content. |
The problem of misinformation will likely get even worse as AI text and image generators become more capable/accessible and spread false or manipulative content at scale. Lessig argues that the First Amendment puts real limits on existing legal solutions like content moderation or direct speech regulations. Instead, he advocates finding ways to foster healthy democratic deliberation in more protected spaces, outside the reach of engagement-obsessed, profit-driven algorithms. Lessig points to the rise of "citizen assemblies" in places like France, Ireland, and Japan as a promising democratic innovation - representative groups of citizens who come together in person for informed, substantive debate on major issues.
Bloomberg took a deep dive this week into what Apple is currently doing in AI. Apple has been relatively quiet (compared to other tech giants) on the AI front, but it’s clear from the article just how much of a company-wide focus there has been to ‘catch up’ with the AI frenzy. The article examines the company’s ongoing debate about how to deploy generative AI (on-device vs. cloud vs. something in between) and what’s going on with major product lines like the Vision Pro, iMac, MacBook Pro, etc.
Apple just announced a mysterious “Scary Fast” online event, livestreaming October 30th just ahead of their Nov. 2 earnings call. Given the title, we're expecting some AI-in-mind announcements touched upon in the Bloomberg article.
The UK's massive upcoming global AI summit, spearheaded by Prime Minister Rishi Sunak, is drawing criticism for its narrow focus on speculative dangers of advanced AI rather than practical governance. While Sunak touts the summit as cementing Britain's leadership in AI safety, UK experts argue it ignores immediate real-world AI policy needs and sidelines the country's own AI industry. With likely minimal participation from key global players like the US and China, limited concrete proposals, and a questionable choice of venue, the summit seems unlikely to advance substantive international AI governance. Critics contend it is more political theater than meaningful progress.
More in AI this week:
Israeli “war room” mobilizes AI experts to locate Hamas hostages
Thanks to AI, the future of programming may involve YELLING IN ALL CAPS
Ethan Mollick on the “Best Available Human” standard for AI
Music industry sues Anthropic (creators of popular chatbot Claude) for alleged ‘theft of lyrics’
US surprises Nvidia by speeding up new AI chip export ban
Meta’s AI Chief Yann LeCun says, “Don’t regulate us, AI just isn’t that smart”
AI tidies up Wikipedia’s references - and boosts reliability
UK officials use AI to decide on issues from benefits to marriage licenses
Inside Sequoia Capital’s growing AI portfolio
Microsoft to spend $3.2b in Australia as AI regulation looms
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Trending AI Tools & Services:
AI Assistant from HyperWrite: AI agent designed to handle tasks from booking flights to conducting in-depth research, and everything in between
Impaction: draw insights from and analyze conversational data from your LLM
Reclaim AI: free time tracking app that automatically analyzes where you spend time so you can maximize your productivity
Replicover: find the most in-demand AI models on Replicate
(App) Maia: relationship AI app for couples, advice, date ideas, and more
Podsee: podcast finder complete with AI-generated transcripts
Dashboards from Equals: instantly turn spreadsheets into dashboards and auto-distribute up-to-date reports – all in a few clicks.
Sync Labs: sync any video to any audio in any language - no training required
Guides/useful/lists:
Here’s a look at how the newly up-to-date ChatGPT reports the latest news
How to blend images in DALL-E 3
Of course AI is coming for PowerPoint now
20+ Canva AI design tools you can use for free
Grammarly’s new generative AI feature learns your style — and applies it to any text
(YouTube) How to make your own AI Bot
(YouTube) 100+ ChatGPT-Vision use cases
Social media/videos/podcasts:
Today, an infinitely patient private tutor is available to all for $20/month [X]
Midjourney's new website has been launched in beta [X]
OpenAI CEO Sam Altman on AI’s ‘superhuman’ persuasive capabilities [X]
State of AI 2023: highlights of 163 page report + other major AI breakthroughs this week [YouTube]
Sam Altman and CTO Mira Murati on the Future of AI and ChatGPT - Wallstreet Journal [YouTube]
How to fake everything with AI [YouTube]
(Discussion) AI risk must be treated as seriously as climate crisis, says Google DeepMind chief [Reddit]
Forget "No Code." Adios "Low Code." Say hello to "Yes Code!" [Podcast]
Open source & technical:
(Google DeepMind research) Step-back prompting technique to improve reasoning in LLM’s
(Anthropic research) Are LLM’s ‘too agreeable’?
Embeddings: What they are and why they matter
Open source AI platform Hugging Face confirms it’s blocked in China
Qualcomm’s new Snapdragon 8 Gen 3
(Nvidia/open source) Eureka: A new agent by Nvidia allows robots to learn human skills by writing customized reward algorithms
You (kind of) don’t need RAG - ChatGPT fine-tuning technique
(Open source) Autotab: build AI agents to accomplish/automate auditable browser-based tasks
(Open source) 3D to Photo by Dabble Studios: load a 3D model into the browser and virtual shoot it in any kind of scene you can imagine
That’s it for AI this week. We’ll see you next Thursday!