February 2026

APIs are the backbone of modern enterprises, connecting services, data, and business logic across microservices and cloud environments. Traditional perimeter-based security is no longer enough, as remote work, cloud adoption, and constant machine-to-machine communication blur internal and external boundaries. Zero Trust shifts the security model from “trust but verify” to “never trust, always verify,” treating every API request as potentially malicious. By enforcing strong identity verification through OAuth2, OpenID Connect, and mTLS, and applying granular authorization with attribute-based […]

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Engineering is as much a psychological journey as it is a technical one. I wrote these notes a while back to process my own ‘onboarding’ journey. After talking to peers at Microsoft and Salesforce, I realized how universal these stages are. If you’ve ever felt like an imposter while staring at 10-year-old legacy code or felt that specific ‘Alphabet Soup’ headache in your first month, this is for you. My journey at Amazon wasn’t linear – it came […]

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Most of the difficult conversations I have around data do not start with disagreement; they start with alignment that feels reassuring at first and only later reveals its cost, because everyone in the room wants roughly the same thing: fresher data, fewer delays between signal and action, less manual intervention, and yet the moment you actually begin to design for those outcomes, the assumptions underneath them start to pull in different directions. The request is usually framed as […]

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In a bear market, survival is the prerequisite for catching the next wave. However, the ability to put capital to work while surviving is what truly separates the winners from the rest. The most common dilemma during volatile periods is that funds either endure fluctuations with little growth or sacrifice flexibility for interest, making investors slow to respond when opportunities arise. MEXC Earn’s product restructuring addresses this contradiction: through a “Deposit-Earn-Borrow” ecosystem, it integrates earnings, trading, and turnover […]

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Victoria, Seychelles, February 9, 2026 As Bitcoin trades below $69,000 following its October 2025 peak of $126,000, MEXC Chief Operating Officer Vugar Usi outlined why retail-focused exchanges are gaining ground in an increasingly institutionalized market during last week’s CoinGecko Meetup #33. Leading MEXC, the fastest-growing global cryptocurrency exchange redefining a user-first approach to digital assets through true zero-fee trading, Usi charted a strategic path forward that leverages retail strength in uncertain times. The smartest investors aren’t just getting […]

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Despite algorithm-level innovations for multi-agent reinforcement learning (MARL), the underlying networked infrastructure for large-scale MARL training remains underexplored. Existing training frameworks primarily optimize for single-agent scenarios and fail to address the unique system-level challenges of MARL, including rollout-training synchronization barriers, rollout load imbalance, and training resource underutilization. To bridge this gap, we propose FlexMARL, the first end-to-end training framework that holistically optimizes rollout, training, and their orchestration for large-scale LLM-based MARL. Specifically, FlexMARL introduces the joint orchestrator to […]

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Kuala Lumpur, Malaysia — This March 2026, Kuala Lumpur will become the epicenter of Malaysia’s data and AI transformation as rockbird media launches dataAIX Malaysia 2026, a premier executive gathering designed to accelerate the nation’s journey from AI experimentation to enterprise-wide implementation. The conference brings together senior data, technology, and business leaders to navigate Malaysia’s US$40 billion AI opportunity. Charting the Path Forward The day opens with a critical keynote, “Malaysia’s AI Adoption: Where Are We and Where […]

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Following the resounding success of its 2025 edition, WAIB Summit Monaco proudly announces its return on June 9–10, 2026, at the prestigious One Monte-Carlo, located in the heart of Monaco’s iconic Casino Square. Recognized as one of the world’s most exclusive summits for Web3, Artificial Intelligence, and Digital Assets, WAIB Summit Monaco 2026 will once again convene 2,000+ global attendees, including visionary founders, family offices, institutional investors, venture capitalists, regulators and policymakers, global brands, and thought leaders shaping […]

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We introduce AutoSpec, a neural network framework for discovering iterative spectral algorithms for large-scale numerical linear algebra and numerical optimization. Our self-supervised models adapt to input operators using coarse spectral information (e.g., eigenvalue estimates and residual norms), and they predict recurrence coefficients for computing or applying a matrix polynomial tailored to a downstream task. The effectiveness of AutoSpec relies on three ingredients: an architecture whose inference pass implements short, executable numerical linear algebra recurrences; efficient training on small […]

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