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Beyond Similarity: Trustworthy Memory Search for Personal AI Agents

Announce Type: new Abstract: Personal AI agents increasingly rely on long-term memory to provide persistent personalization across sessions. However, existing memory pipelines are largely driven by semantic similarity: memory data close to the current query is retrieved and injected into the model context. This creates a critical trustworthiness gap, since a semantically related memory may still be contextually inappropriate, leading to threats such as cross-domain leakage, sycophancy,...

arXiv CS 5d ago

Mark Zuckerberg says Meta is working on AI agents for personal and business use

Mark Zuckerberg says Meta is working on AI agents for personal and business use Meta's superintelligence team is working on a new set of AI agents that are meant to help the company's users "achieve the diverse goals in their lives," according to CEO Mark Zuckerberg. Zuckerberg, who is reportedly also overseeing an AI clone of himself, said that his goal is for the agents to be more approachable and easier to use than existing agent products like OpenClaw. Speaking during Meta's...

Engadget 41d ago

Personal AI Agent for Camera Roll VQA

Announce Type: new Abstract: We study the personal camera roll visual question answering setting. In this setting, a conversational AI assistant can access a user's personal camera roll and retrieve relevant photos to answer queries, ranging from simple factual questions (e.g., ``Name of the food I tried yesterday?'') to more open-ended ones (e.g., ``Recommend some dishes I have never eaten before''). Given the vast nature of the personal camera roll (i.e., multiple years, hundreds to...

arXiv CS 5d ago

Okta writes its own license to kill rogue AI agents

Rogue agents are dangerous, but eliminating them is never easy. Jason Bourne, Ethan Hunt, and James Bond have each run afoul of their governance at various junctures, yet stopping them takes sequel after sequel until all the loose ends are tied up and they eventually die or retire, only to get rebooted. It’s not so different in the world of AI agents.

The Register 12d ago

Nvidia unveils new chip to bring AI directly to personal computers

Nvidia unveils new chip to bring AI directly to personal computers Nvidia’s new chip will power new Windows laptop and desktop computer models to make ‘AI personal computers’. Nvidia is set to bring artificial intelligence to laptop and desktop computers with brands like Microsoft and Dell later this year as the US tech giant broadens its AI presence. The Santa Clara, California-based AI chipmaker unveiled on Monday at its annual Nvidia GTC event in Taipei new powerful chips that would bring...

Al Jazeera 9d ago

Meta is trying to sell AI agents to businesses in latest effort to diversify away from ads

Meta's effort to push beyond ads and to make money from artificial intelligence is now targeting the red-hot market of AI agents. The company said Wednesday that a new Meta Business Agent feature can be used across apps like WhatsApp, Messenger and Instagram to respond to customer inquiries, recommend products and book appointments. It will be included in a business-focused subscription tier for Meta One, which the company introduced last week as a way to package premium services for...

CNBC 7d ago

'Resistance is futile,' says Qualcomm CEO. AI agents will be become invisible, inescapable, follow you across devices

In his Computex keynote speech this week Qualcomm CEO Cristiano Amon offered a glimpse of an AI-augmented future straight out of an episode of Black Mirror. According to Amon, agents — automated systems which harness AI models to automate complex tasks without the need for human supervision — will fundamentally change humanity’s relationship with technology. “The phone, today, is at the center of your digital life and therefore everything is around the phone,” he said.

The Register 8d ago

Nvidia announces new AI chip for personal computers

Nvidia announces new AI chip for personal computers Nvidia has announced a new chip for PCs as it moves into the consumer market for devices integrated with AI technology. "This reinvention of the computer is as big of a deal as the reinvention of the phone into what we now know as the smartphone," Nvidia's chief executive Jensen Huang said as he unveiled the RTX Spark chip. Huang made the announcement on Monday as he delivered a keynote speech ahead of the opening of the Computex technology...

Hacker News 9d ago

CAPTCHAs can still detect AI agents

Here is a 2-3 sentence summary of the article: The article discusses the effectiveness of CAPTCHAs in detecting AI agents. It highlights the limitations of current CAPTCHAs and proposes a new approach to improve their accuracy. The proposed approach involves using a combination of machine learning algorithms and human feedback to train the CAPTCHAs. Note: The summary is based on the provided article URL and does not include any commentary or personal opinions.

Hacker News 12d ago