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The Future of Recruitment: Inside Vouch’s Referral-Based Hiring Platform

The Power of Referral-Based Hiring

Håkon Høgetveit believes that referral-based hiring is the most effective recruitment strategy for modern businesses. Traditional methods, relying on cold applications, are becoming obsolete, especially in tight-knit communities like Oslo. “People don’t apply for jobs the way they used to. They hate the forms, they hate the black-box experience,” says Håkon. He emphasizes that recruiting through trusted networks leads to more reliable and successful hires, a lesson he learned firsthand from building companies. Vouch capitalizes on this, creating a platform that systematizes referrals, providing a seamless experience for employers.

AI Enhances but Doesn’t Replace the Human Touch

While AI is increasingly playing a role in recruitment, Håkon emphasizes the need to maintain a human element. “It can write job ads, craft cover letters, and even screen candidates,” he notes. Despite these advancements, the personal touch remains crucial for truly understanding and connecting with applicants. However, he sees the risk of losing the human connection, which can negatively impact hiring. At Vouch, they use AI to optimize processes but ensure that trust remains the key factor. “People still hire people they trust,” Håkon adds, emphasizing that Vouch blends technology with personal connections to create an ideal hiring platform.

Why Traditional Application Systems Are Failing

Håkon explains how the job application process has become tedious for both applicants and companies, especially as the market becomes flooded with unqualified candidates. “We’re seeing companies overwhelmed by hundreds of applications, many of them not qualified,” he explains. AI tools can even spam these systems, creating a backlog of applications that are often ignored. By focusing on referral-based hiring, Vouch eliminates these issues and helps companies hire with confidence. The platform ensures only relevant, pre-vetted candidates are considered.

Building a Community-Centric Business Model

Håkon’s entrepreneurial journey has always involved community-building. With Vouch’s referral-based hiring model, he’s fostering a network of trusted relationships that fuel recruitment. “We’re building a user base of people referring people they know and trust,” he says. This community focus doesn’t just streamline hiring; it creates a more supportive and dynamic ecosystem. Whether it’s supporting fellow founders in Oslo or investing in other startups, Håkon is dedicated to strengthening the entrepreneurial network, which is essential for success in smaller startup hubs like Oslo.

Challenges of Entrepreneurship in Norway

As a founder in Norway, Håkon has faced challenges related to taxation and regulation, particularly around startup exits. “The Norwegian tax model challenges founders, especially when wealth is tied up in startups,” Håkon explains. The wealth and exit tax system can make it harder for entrepreneurs to reinvest in their businesses, affecting growth. Despite these obstacles, Håkon remains hopeful, thanks to efforts from local organizations and initiatives that are working to improve conditions for startups in Norway. He believes in the importance of a supportive ecosystem to help founders navigate these difficulties.

Find Håkon on:

LinkedIn: Håkon Høgetveit

Website: vouch.careers

Find Ben on:

LinkedIn: Ben Costantini

Twitter/X: @bencostantini

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Fundraising 3 hours ago

London-based AI laboratory Ineffable Intelligence has emerged from stealth with a $1.1 billion seed round at a $5.1 billion post-money valuation, the company confirmed on 27 April 2026. The financing is the largest seed round ever raised by a European company and one of the largest first-money-in rounds in the global history of artificial intelligence. The round was co-led by Sequoia Capital and Lightspeed Venture Partners. Participating investors included Nvidia, DST Global, Index Ventures, Google, and the UK Sovereign AI Fund, the British government’s recently established vehicle for backing strategic AI capacity on home soil. A bet on a different path to general intelligence Ineffable Intelligence was founded in 2025 by David Silver, the former Vice President of Reinforcement Learning at Google DeepMind and the principal architect of AlphaGo, AlphaZero and AlphaStar. He is joined by three further DeepMind alumni: Wojciech Czarnecki, Lasse Espeholt and Junhyuk Oh. All four have spent the past decade at the frontier of reinforcement learning research, the discipline behind some of the most consequential demonstrations of machine learning over the past ten years. The company describes its objective as building a “superlearner” — an AI system capable of acquiring knowledge directly from its own experience rather than from human-generated text or imagery. “Our mission is to make first contact with superintelligence,” Silver said in a statement accompanying the launch. “We are creating a superlearner that discovers all knowledge from its own experience, from elementary motor skills through to profound intellectual breakthroughs.” The framing is a deliberate departure from the dominant industry trajectory. Most leading AI laboratories, including OpenAI, Anthropic and Google DeepMind itself, have built large language models trained primarily on the corpus of the internet, then refined that training with human feedback. Ineffable’s wager is that the marginal returns on scaling text-based pretraining are diminishing and that the next leap in capability will come from agents that learn endlessly from the consequences of their own actions, in much the same way AlphaZero learnt the game of Go without studying any human matches. Why $1.1 billion at seed The size of the round is unusual even by the inflated standards of the 2026 AI capital cycle. Two factors appear to explain it. First, frontier reinforcement learning at the scale Ineffable describes is computationally extraordinarily expensive: the company will need to operate vast simulation environments and train very large models against them, an undertaking that consumes capital at a rate closer to physical R&D than to traditional software. Second, the round signals a strategic move by Europe’s investor and policy ecosystems to retain the most ambitious AI researchers on the continent. The presence of the UK Sovereign AI Fund alongside Sequoia, Lightspeed and Nvidia is the clearest expression of that intent. The British government has publicly framed the investment as a bet on breakthrough AI that “can discover new knowledge”, positioning the country as a willing co-investor in domestic frontier laboratories. For Ineffable, the implication is access not only to capital but to compute, regulatory engagement and the still-resilient academic talent base around UCL, Oxford, Cambridge and Imperial. Founder pledge of historic scale Alongside the funding announcement, Silver disclosed that he is committing 100 per cent of any personal proceeds from his Ineffable equity to charity via the Founders Pledge network — described by the organisation as the largest pledge in its history. At the round’s $5.1 billion valuation, that commitment could ultimately exceed several billion dollars if the company succeeds. It is a meaningful gesture in a sector where the reputational stakes around concentrated AI wealth are escalating, and one likely to be referenced in subsequent founder-led commitments. Implications for the European AI landscape Ineffable’s emergence reshapes the European AI map in three concrete ways. It establishes London as the home of the continent’s largest-ever seed-stage company, complicating Paris’s recent narrative of frontier-AI primacy after Mistral’s earlier rounds. It validates a thesis — that reinforcement learning, not transformer scaling, is the next frontier — that has lately been losing capital share to language-model incumbents. And it confirms that the UK government is now willing to act as a balance-sheet co-investor in domestic AI laboratories, a posture much closer to the French model than to the predominantly grant-based regimes elsewhere in Europe. The execution risk is non-trivial. Reinforcement learning at frontier scale has historically required years of careful environment design before producing competitive systems, and Ineffable’s “first contact” framing sets a high bar against which it will be judged. But for now, with a billion dollars on the balance sheet, four of the discipline’s most accomplished researchers in the founding team and a sovereign co-investor at its back, Ineffable Intelligence is the most heavily resourced new entrant in the European AI cycle. Sesamers covers European fundraising rounds across deeptech, fintech and AI. Source: tech.eu.

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