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OpenAI’s research team is using coding agents, with a new internal research-focused piece that discusses recursive self-improvement and how it connects to their current work. The article points to a late-July 2026 jump in AI spend per researcher. That spending increase is presented as the driver of faster internal research acceleration, enabling broader agentic engineering adoption across the team.
Jaipur Robotics raised €4.3 million to expand its computer vision and automation systems for industrial plants, starting with waste-to-energy facilities. The seed round is €4.3 million, and the company says its hazardous material detection reaches 99% accuracy. The funding will be used to expand into more markets and further develop the technology for waste-to-energy and other industrial applications.
Cato raised a €6 million seed round to expand its AI platform used by businesses to find, analyse, and bid on public tenders. The platform monitors more than 27,000 sources in real time. After the funding, Cato will further develop the platform, expand sales operations, and grow its team.
Cato raised €6 million in seed funding, led by Keen Venture Partners, to use AI for bidding on Italy’s public tenders. The round is part of a €309.7 billion Italy tender market in 2025. With the new capital, Cato will improve its bid-management software, expand its team, and move into additional sectors beyond Italy.
Bybit EU launched an API that lets developers and AI assistants connect trading systems and automated strategies to its trading infrastructure. The rollout includes a 30-day campaign distributing up to 100,000 USDC to eligible users who trade through the API. The change enables chat-based interaction with market data, portfolio data, and order execution, with an AI “Trading Skill” connecting assistants directly via REST calls signed with user-held API keys rather than a provider-run tool server.
Claret Capital Partners closed its fourth European Growth Capital Fund to back growth-debt investments in European technology, life sciences, and impact-focused companies. It raised €575 million, surpassing its €500 million target. It will deploy capital into more than 27 companies already funded and expand its pan-European team presence with bases in Paris and a planned presence in Berlin.
IFM (MBZUAI’s Institute of Foundation Models) released K2 Horizon, a set of six Apache 2.0 open models plus training artifacts and deployment support. The fleet includes a 375B-A23B model trained on roughly 20 trillion tokens. IFM added audit documentation of its own benchmark runs, with an audit removing 24 trials across 10 tasks and lowering reported accuracy from 70.2% to 66.9%.
Claret Capital Partners closed its fourth growth debt fund, Claret European Growth Capital Fund IV. It raised €575 million, including €440 million from direct commitments and €135 million from affiliated discretionary mandates. The additional funding expands its non-dilutive growth-debt capacity, and it plans to focus more on deeptech, semiconductors, and AI-linked opportunities.
Fluencify, a Stockholm AI marketing startup, raised a pre-seed round after launching in 2025 and reached over $2 million in annual recurring revenue within six months, then decided to enter the US market. The company secured $4.3 million in pre-seed funding, described as oversubscribed, led by byFounders and including Wave Ventures. It will use the money to set up a New York office for go-to-market strategy and customer success while keeping engineering in Stockholm.
The article argues that access permissions for retrieval-augmented systems should be resolved during context assembly (before any documents are fetched), not applied afterward as a filter. For a 17-hour period after a user leaves a team, the system can still retrieve finance documents and there is no guarantee that later summarization will respect updated access. It recommends shifting toward identity-aware context composition and re-checking authorization at every step so permission changes propagate correctly across multiple systems.
OpenAI, AIRPPU, and WAN-IFRA launched an AI program to help Ukrainian news organizations strengthen innovation, resilience, and independent journalism. The article does not provide any number, date, or budget for the program. As a result, participating outlets will receive support intended to improve how they adopt AI while maintaining independence.
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