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AI agents, outdated training and live search grounding

An AI assistant is asked a simple question: has this company changed its CEO? It responds confidently, citing information that was accurate a few months ago. The problem is that the leadership changed last week. This is the structural limitation of many AI systems today. Large language models (LLMs) are trained on historical snapshots, which […]

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Mistral AI buys cloud startup Koyeb

When European tech observers talk about AI ambition, the narrative often splits neatly in two: models and infrastructure. On one side are the clever bits of code that can write, reason, and generate text or images. On the other is the gritty reality of making those bits run reliably, at scale, and in production. Today, […]

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Stanhope AI raises $8M to build adaptive AI for robotics and defence


London-based deep tech startup Stanhope AI has closed a €6.7 million ($8 million) Seed funding round to advance what it calls a new class of adaptive artificial intelligence designed to power autonomous systems in the physical world. The round was led by Frontline Ventures, with participation from Paladin Capital Group, Auxxo Female Catalyst Fund, UCL Technology Fund, and MMC Ventures. The company says its approach moves beyond the pattern-matching strengths of large language models, aiming instead for systems that can perceive, reason, and act with a degree of context awareness in uncertain environments. Stanhope is developing what it terms a…

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Aerska raises $39M to help RNA medicines reach the brain


For families living with neurodegenerative disease, the hardest part is not always the diagnosis. It is the slow erosion that follows: memory fading, personality shifting, independence shrinking. It unfolds quietly. First, forgotten appointments. Then repeated questions. Then moments when a familiar face no longer feels familiar. The illness does not isolate itself to one body. It rearranges the lives around it. Partners become caregivers. Children become decision-makers. Conversations grow shorter. Patience grows thinner. Guilt creeps in, for being tired, for wishing things were easier, for missing the person who is still physically there. Neurodegeneration is rarely a single patient story.…

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Databricks hits $5.4B revenue run rate and banks a $134B valuation in a rare software surge


Databricks is having one of those years that most enterprise software companies would quietly envy. The data and AI platform says it has reached a $5.4bn annual revenue run rate, growing 65% year over year, at a time when growth across the sector has cooled noticeably. For a private company, that pace is rare. And it helps explain why investors have continued to pour money into Databricks, even as funding has become more selective. The company says it has now raised more than $7bn in total capital, including recent equity funding that values the business at $134bn, alongside a large…

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The European Union has put €700 million into NanoIC


The European Union has formally inaugurated NanoIC, a semiconductor pilot line backed by a €700 million investment under the European Chips Act. The facility aims to accelerate the development of advanced chip technologies and strengthen Europe’s position in the global semiconductor landscape. Situated at the research hub imec in Leuven, NanoIC is designed as an open pilot line where companies, research institutes, and startups can prototype and test cutting-edge components before commercial deployment. Unlike traditional closed fabs, the facility offers access to beyond-2-nanometre system-on-chip (SoC) technologies, early-stage process design kits, and advanced toolsets that bridge the gap between laboratory research…

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Kembara closes €750M first close to fuel growth of European deep tech startups


 Europe’s largest dedicated deep tech growth fund has taken a major step forward after closing the first tranche of its fundraising effort at €750 million. The fund, known as Kembara Fund I and managed by Spain-based Mundi Ventures, is aiming for a €1 billion target. It will invest in European companies developing breakthrough technologies in areas such as clean energy, AI, quantum computing, advanced materials, robotics, and space tech. A cornerstone of the fundraising so far is a €350 million commitment from the European Investment Fund, part of the EU’s attempt to strengthen local growth capital. Additional backing comes from…

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When the machines started talking to each other


If cinema has taught us anything about interacting with our own creations, it’s this: androids chatting among themselves seldom end with humans clapping politely. In 2001: A Space Odyssey, HAL 9000 quietly decides it knows better than the astronauts. In Westworld, lifelike hosts improvise rebellion when their scripts stop making sense. Those stories dramatize a core fear we keep returning to as AI grows more capable: what happens when systems we design start behaving on their own terms? You might have heard the internet is worried about Moltbook, a social network made exclusively for AI agents. It’s an audacious claim:…

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