Machine Learning
How Meta's new AI chatbot could strike up a conversation with you
Despite a major usage and monetization gap, Meta, like many AI companies, is going all in on AI chatbots -- even giving them the ability to strike up a conversation with you, unprompted. According to a report from Business Insider published last week, leaked documents indicate the company is now building AI chatbots that proactively initiate conversations with users. The new feature is intended to boost user engagement and retention at a time when many leading tech developers are seeking new ways to commercialize conversational AI chatbots, on which vast sums of R&D dollars are being spent. OpenAI's ChatGPT, for example, will often end its responses to user queries with suggestions for follow-up questions aimed at keeping the user engaged. BI reported that the proactive chatbot effort is being coordinated in partnership with Alignerr, a company that employs contractors with expertise across various fields to help label the training data AI models ingest.
How I used ChatGPT to quickly fix a critical plugin - without touching a line of code
I am not a morning person, yet my alarm goes off at 5:30 am every day. This is because the editorial team I work with is on the East Coast, and I'm in Oregon. I do a quick check of email and Slack to make sure nothing is on fire, then settle down to a relaxed first cup of coffee. Unfortunately, one day in early June, my website was, at least figuratively, on fire. My hosting provider sent me a notice telling me that one of the plugins that kept the site secure had security vulnerabilities and needed to be deactivated.
Crunchyroll faces backlash over low-quality AI subtitles
Sony's anime-focused streaming service Crunchyroll has come under fire after users pointed out substandard AI-generated subtitles in several of its series. For example, viewers reportedly saw the phrase "ChatGPT said" in the German subtitles for Necronomico and the Cosmic Horror Show. Both the English and German captions have been criticized for being sloppy and difficult to understand. Engadget reports that Crunchyroll confirmed a third-party provider violated its agreement by using AI, and the company is now investigating the incident. The company's CEO, Rahul Purini, previously said in an interview with The Verge that Crunchyroll has been testing AI subtitles to release episodes more quickly.
How I used ChatGPT to quickly fix a critical open-source plugin - without touching a line of code
I am not a morning person, yet my alarm goes off at 5:30 am every day. This is because the editorial team I work with is on the East Coast, and I'm in Oregon. I do a quick check of email and Slack to make sure nothing is on fire, then settle down to a relaxed first cup of coffee. Unfortunately, one day in early June, my website was, at least figuratively, on fire. My hosting provider sent me a notice telling me that one of the plugins that kept the site secure had security vulnerabilities and needed to be deactivated.
What's on the programme at #ICML2025?
This year's International Conference on Machine Learning (ICML) will take place in Vancouver, Canada from 13-19 July 2025. As well as five invited talks, the programme boasts oral and poster presentations, affinity events, tutorials, and workshops. The tutorials will take place on Monday 14 July. There are 12 to choose from this year. The workshops will take place on Friday 18 and Saturday 19 July.
AI could be about to completely change the way we do mathematics
Is an artificial intelligence revolution about to transform mathematics? Some prominent mathematicians think so, thanks to automated tools that can help write proofs suddenly showing impressive leaps in capability, with the potential to change the way maths research is done. Around 100 of the world's top mathematicians gathered at the University of Cambridge in June for a conference whose theme was based on whether computers might help mathematicians resolve some long-standing problems over how to check that their proofs were correct. This process, known as formalisation, doesn't necessarily have to involve artificial intelligence, and indeed a similar meeting held at Cambridge in 2017 made no mention of AI. But eight years later, AI has come on by leaps and bounds, most notably with the success of large language models powering tools like ChatGPT.
AI will boost the value of human creativity in financial services, says AWS
Financial services firms are making early gains from artificial intelligence (AI), which is not surprising given that finance is historically an industry that embraces new technologies aggressively. One surprising outcome is that AI might end up making the most critical functions of banking, insurance, and trading, or the creative functions that require human insights, even more valuable. "What happens is there's going to be a premium on creativity and judgment that goes into the process," said John Kain, who is head of market development efforts in financial services for AWS, in an interview with ZDNET via Zoom. By process, he meant those areas that are most advanced, and presumably hardest to automate, such as a bank's risk calculations. "So much of what's undifferentiated will be automated," said Kaine.
Following mass layoffs, Xbox exec recommends AI to cope
The thousands of recently terminated Microsoft employees, navigating one of the company's largest layoffs in years amid a period of industry upheaval, already have a tool to cope with the emotional burden, according to one Xbox exec: Microsoft Copilot. "I know these types of tools engender strong feelings in people, but I'd be remiss in not trying to offer the best advice I can under the circumstances. I've been experimenting with ways to use LLM AI tools (like ChatGPT or CoPilot) to help reduce the emotional and cognitive load that comes with job loss." On July 1, Xbox's parent company announced it would be terminating around 9,000 employees -- about four percent of its workforce -- in a move intended to ensure the company was set up for success in a "dynamic marketplace." The job cuts affected the company's gaming division, mainly Xbox staffers -- just a few months prior, Microsoft cut 6,000 jobs, providing the same reasoning as recent layoffs and in the wake of a round of cuts in 2023 that saw 10,000 employees heading out its doors.
The AI Birthday Letter That Blew Me Away
In May, I asked Google's chatbot, Gemini, to write a birthday letter to my best friend. Within seconds, it spat out the most impressive piece of AI writing I have ever encountered. Instead of reading as soulless, machine-generated text, the letter felt unnervingly like something I might've actually written. "You're probably rolling your eyes," the letter read, after a sentence that my friend would most definitely have rolled his eyes at. All I had typed into the chatbot was a nine-word prompt containing my friend's first name and the age he was turning.
Not Even Lawsuits Can Stop AI
Candice Lim and Kate Lindsay are joined by Slate senior tech editor Tony Ho Tran to parse through what Meta's victory in a recent AI lawsuit means for its users. Tools like ChatGPT are becoming more common at home and at work, but without protections, could threaten not just the creativity of artists, but anyone who posts online. As regulation lags behind, how can we protect ourselves? And how many of us are using AI without even knowing it? This podcast is produced by Daisy Rosario, Vic Whitley-Berry, Candice Lim, and Kate Lindsay.