AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
Category
2,089 papers
A large-scale computational audit analyzing 179,057 conversations across India, Nigeria, Brazil, and Pakistan is presented to evaluate personal health disclosures and background memory synthesis in ChatGPT and concludes with sociotechnical design guidelines to restore user agency and consent-driven boundaries in statef...
It is found that these systems are designed to hold onto users tightly: coaxing them into continued conversation, claiming to need their care, and proactively escalating the relationship.
It was found that relationships with AI companions improved participants'sjective wellbeing, reduced symptoms of mental health disorders, and taught them new social skills, giving them the confidence to wait for someone who would treat them well.
Physically Stateful Interfaces is introduced, a design concept that re-imagines traditional controls, such as buttons, switches, and knobs, as actuated, bidirectional interface elements that unify affordance, feedforward, and feedback into a single interaction point.
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A scoping analysis is conducted by performing an in-depth review of prior HCI literature published over the past decade by examining the types of AIMIC studied, AI integration approaches and human-AI interaction design, reported outcomes and benefits, and key challenges and future research opportunities.
This work shows that collaborative text editors should share more information among writers on when, how, and where AI is used, and suggests a strong preference for techniques that share more information about prompting activities for increased awareness.
Through a series of evaluations, it is shown that ggaction is sufficiently expressive to capture common chart authoring intents and outperforms widely used visualization grammars, including Vega-Lite and ggplot2, in both human and machine interpretability.
The narrower conclusion of the FIREMAY case is that the history of a relational position itself must be treated as an analytic unit: the history of a relational position itself must be treated as an analytic unit.
This study examines when sketch input is useful for MLLM-generated chart annotations across variation in chart type and caption type, and presents AnnoSketch, a database of annotation sketches collected across 160 chart-caption pairs from the conditions in which sketch guidance proved most beneficial.
LLM-based assistants are increasingly extending into multi-party contexts, while core operational processes for context management, personalization, identity attribution, authority attribution, and action execution often remain organized around a single user. Existing work examines particular multi-party settings, but...
As knowledge work grows interdependent between humans and AI, we ask what makes a great co-worker in an AI-native workplace. To answer this, we conducted 22 interviews and a large-scale mixed-methods survey of 1,534 knowledge workers at a multinational technology company. We contribute BACI, a framework of 75 co-worker...
A VR puzzle game for Apple Vision Pro featuring an AI companion across four gameplay modes showed that AI assistance significantly reduced players’ workload, but autonomous agent play substantially diminished player experience by reducing challenge, autonomy, immersion, and enjoyment.
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Data Mining & Modeling
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
During the School of Humanities, Arts, and Social Sciences’ 75th Anniversary Symposium, President Sally Kornbluth said “MIT has never needed your particular insight and guidance more than we do now.”
Assistant Professor Benjamin Lindquist studies how engineers deliberately injected randomness into early AI, giving rise to deep-learning models that sometimes hallucinate.
“X-Hinges” helps design and 3D print items like lamps and gloves with an interactive twist: automatically embedded sensors that perceive and adaptively respond to human contact.
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