Opens in a new tab

Breaking news

AI Agents Evolve: Unlocking The Full Potential Of Digital Context

Redefining Automation With Nuanced Understanding

Artificial intelligence agents are increasingly used for tasks such as purchasing and scheduling. However, current systems often lack the contextual information needed to interpret the individuals they interact with. Developers say AI agents struggle to connect fragmented digital data into a consistent view of a person.

Bridging The Context Gap: The Nyne Approach

Michael Fanous, a UC Berkeley computer science graduate and former machine learning engineer at CareRev, said AI systems often struggle to connect data across platforms. Information from LinkedIn, Instagram and public government records is typically stored separately. Fanous founded Nyne with his father, Emad Fanous, a technology executive. The startup aims to build a data layer that organizes publicly available digital information about individuals.

Strategic Investment And Market Implications

Nyne announced a $5.3 million seed funding round on Friday. The investment was led by Wischoff Ventures and South Park Commons. Angel investors include Gil Elbaz, co-founder of Applied Semantics and an early contributor to Google AdSense. Investors said the technology could support businesses deploying AI agents for customer engagement.

Leveraging Public Data For A Deeper Human Insight

Nyne focuses on analyzing publicly available digital information rather than proprietary user data. The company uses automated agents to collect and organize online traces across multiple platforms. These sources include social networks such as Instagram, Facebook and X, as well as niche platforms including SoundCloud and Strava.

Driving Business Strategy With Precision Data

Companies using AI agents increasingly seek contextual data to guide automated decisions. Fanous said the system is designed to provide information that helps determine the next action during customer interactions. “I can give them any piece of information about a person that could be useful to make the right next action,” he said. Such insights could support applications in marketing, personalization and customer engagement.

Conclusion: A New Era Of Intelligent Automation

Nyne plans to continue developing its platform as companies expand the use of AI agents in consumer services. The company said its technology organizes publicly available digital information that automated systems can use to support decision-making.

Europe’s Deadly Summer Heat Exposed The Cost Of A Warming Continent

Europe experienced its deadliest summer for heat-related deaths on record in 2026, with an estimated 24,400 excess deaths linked to extreme temperatures across 30 countries. Researchers estimate that human-induced climate change was responsible for around 32,000 of the deaths attributed to heat in the study’s broader analysis, accounting for 65% of the total.

The findings highlight the growing public-health consequences of global warming, largely driven by fossil fuel use, as extreme heat becomes more frequent and severe.

A Summer Of Dangerous Heat

Between June and August, heatwaves pushed temperatures in Western Europe to an average of 2.9°C above the 1991–2020 norm, with some days reaching 12°C above average. Nearly a third of estimated heat-related deaths occurred during a particularly intense heatwave between 17 June and 1 July.

“These numbers are a stark reminder that our hotter, more extreme summers are having an increasingly severe impact on public health,” said Dr Clair Barnes, a researcher at Imperial College London and co-author of the study.

The estimated toll exceeded previous peaks of around 29,000 deaths in summer 2022 and 28,000 in 2003 across the region studied.

How Researchers Estimated The Toll

Researchers modelled the relationship between temperature and mortality across 854 urban areas in the EU, UK, Norway and Switzerland, covering around 40% of the population in the 30 countries studied.

The analysis incorporated temperature records, age, socioeconomic conditions, environmental factors and access to healthcare. By comparing actual temperatures with those expected without human-induced warming, the team estimated the additional deaths attributable to climate change.

Final official mortality figures for summer 2026 are not yet available in many countries, and heat-related deaths are often underreported because their effects can be difficult to identify directly.

Older People Face The Greatest Risk

People aged 85 and over accounted for roughly half of the estimated deaths. However, the impact extended across age groups, with around 800 excess deaths among adults aged 20–44 and approximately 6,000 among people under 65.

Southern Europe experienced the highest mortality burden, reflecting hotter temperatures and other vulnerabilities, including air pollution, limited green space and unequal access to healthcare and heat-alert systems.

Italy, France And Spain Record Highest Toll

Italy recorded an estimated 13,303 heat-related excess deaths, followed by France with 7,268 and Spain with 6,824. Germany recorded around 6,340, while the UK saw an estimated 4,354 deaths.

In the UK, the heat also placed significant pressure on healthcare services. Andrew Hartle, Professor of Practice of Anaesthesia at Imperial College Healthcare, said demand during the summer resembled that of a severe winter virus season.

Cities Urged To Strengthen Heat Protection

Researchers say cities can reduce the risks through climate shelters, external shading and building retrofits, alongside measures to help residents avoid exposure during the hottest hours. Checking on vulnerable people, staying hydrated and following heat alerts are also important.

The researchers stress that adaptation must go hand in hand with reducing fossil fuel use to limit further warming. The findings underline that extreme heat is already a major public-health threat across Europe, with thousands of lives at risk each summer.

Uol
The Future Forbes Realty Global Properties
eCredo
Aretilaw firm

Become a Speaker

Become a Speaker

Become a Partner

Subscribe for our weekly newsletter