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In the past two years, businesses have been trying to fit large language models (LLMs) into support, analytics, development, and internal automation like never before. Along with the increasing adoption of AI technology, another trend is gaining momentum — cybercriminals are taking advantage of the disconnect between assumptions about LLMs and their actual characteristics.In 2025 … Read more

Anthropic recently told its growth team to hire more product managers, not fewer. The reason, as reported in industry coverage, was that Claude Code had quietly turned its engineering org into a team that ships at roughly three times its actual headcount, and the bottleneck moved from the integrated development environment (IDE) to the people … Read more

Insider Brief Türkiye released a national quantum roadmap that identifies 85 target technologies across quantum computing, sensing and communication, dividing them into 34 near-term and 51 long-term priorities. The roadmap was developed through the SSB’s OTAĞ process, which brought together about 305 experts from 123 institutions and used structured scoring methods to rank technologies by … Read more

Long-horizon reasoning exposes a core weakness in AI agents: context windows fill up fast, and retrieval pipelines return noise instead of signal.To solve this, researchers at the National University of Singapore developed MRAgent, a framework that abandons the static “retrieve-then-reason” approach. Instead, it uses a mechanism that allows an agent to dynamically develop its memory … Read more

An endpoint agent cannot report its own absence. The 2026 Axonius Actionability Report, conducted with the Ponemon Institute and surveying 662 IT and security professionals, put a number on a gap SOC teams have worked around for years. Across the Axonius customer base, 12.7% of devices in a 298,000-device median inventory are missing their expected … Read more

OpenAI is announcing a limited preview of its next-generation GPT-5.6 model series today, introducing three distinct, capability-tiered models—Sol, Terra, and Luna—designed to re-engineer developer and enterprise workflows. Rolled out initially to a select cohort of approximately 20 trusted organizations in coordination with the U.S. government, the new series establishes a permanent shift toward multi-agent architecture, … Read more

Industrialized factories changed how the world produced physical goods: more output, lower costs, faster than anything that came before. Now a similar shift is happening with software. LLMs have lowered the barrier to writing code, increased individual output, and pushed organizations to think about software development as a production system. The standard software development lifecycle and … Read more

Insider Brief The article examines the leading quantum computing investors in 2026, covering dedicated quantum funds, venture capital firms, corporate investors, sovereign funds, and government-backed investment programs. It outlines each investor’s investment focus, portfolio companies, preferred funding stage, and role in supporting quantum computing, sensing, communications, and enabling technologies. The article also discusses current quantum … Read more

Insider Brief Taiyi Quantum reportedly raised 300 million yuan, or about $44 million, in a Pre-A funding round that underscores investor interest in China’s quantum computing sector. The Shanghai startup is led by Liu Hongbin, a former Microsoft Azure Quantum architect who reportedly worked on Microsoft’s collaboration with Atom Computing. Taiyi is developing a ytterbium-based … Read more

Insider Brief The University of Maryland is funding a research project that will use quantum computing and AI to study new materials for cancer detection and treatment. The project will focus on single-atom catalysts, which may help improve cancer therapies by altering the tumor environment and enhancing treatment response. Researchers plan to release datasets and … Read more