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News• Jan 20, 2026

HPE Boosts Retail CX with Secure, Reliable Networking and AI Insights

New self-driving features in HPE Aruba Networking CX switch, expanded AI-native retail analytics, and HPE Nonstop Compute capabilities strengthen infrastructure for critical retail transactions HPE (NYSE: HPE) today announced an expansion of its retail-ready portfolio to help customers improve conne...

#AI Techpark#AI#News

News• Jan 20, 2026

IBM Study: AI Poised to Drive Smarter Business Growth Through 2030

New research from the IBM (NYSE: IBM) Institute for Business Value reveals that nearly eight in ten (79%) surveyed executives expect AI will significantly contribute to their revenue by 2030 – up from 40% today – yet, few (24%) have a clear view of where that revenue will come from. Despite... The p...

#AI Techpark#AI#News

News• Jan 20, 2026

How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTS

In this tutorial, we build an end-to-end streaming voice agent that mirrors how modern low-latency conversational systems operate in real time. We simulate the complete pipeline, from chunked audio input and streaming speech recognition to incremental language model reasoning and streamed text-to-sp...

#MarkTechPost#AI#News

Engineering• Jan 20, 2026

Differential Transformer V2

#HuggingFace#OpenSource#Models

Tutorials• Jan 20, 2026

When Should SMB Data Teams Bring in Professional Security Expertise? (Sponsored)

Cyber threats aren’t slowing down, and data teams are now some of the most attractive targets in the small business world.

#KDnuggets#Data Science#Learning

News• Jan 20, 2026

M5B Daily Recap: 2026-01-19

Daily AI Recap: Jan 19, 2026 Welcome to today's curated briefing of the most important AI developments. 🗞️ Top Stories - Building a simple AI email assistant with ChatGPT API & Tutorialhttps://aiquantumintelligence.com/building-a-simple-ai-email-assistant-with-chatgpt-api-tutorial: A practical, step‑by‑step tutorial showing how to build an AI‑powered email assistant using the ChatGPT API. Learn how to summarize long emails, extract action items, and generate professional replies... - Here are the 55 US AI startups that have raised $100M or more in 2025https://techcrunch.com/2026/01/19/here-are-the-49-us-ai-startups-that-have-raised-100m-or-more-in-2025/: Last year was monumental for the AI industry in the U.S. and beyond. How will 2025 compare?... - Bridging the Gap Between Research and Readability with Marco Hening Tallaricohttps://towardsdatascience.com/bridging-the-gap-between-research-and-readability-with-marco-hening-tallarico/: Diluting complex research, spotting silent data leaks, and why the best way to learn is often backwards. The post Bridging the Gap Between Research and Readability with Marco Hening Tallarico appeared... - Rogue agents and shadow AI: Why VCs are betting big on AI securityhttps://techcrunch.com/2026/01/19/rogue-agents-and-shadow-ai-why-vcs-are-betting-big-on-ai-security/: Misaligned agents are just one layer of the AI security challenge that startup Witness AI is trying to solve. It detects employee use of unapproved tools, blocking attacks, and ensuring compliance.... - WAM Morocco Showcases Strong Global Presence at Industry 4.0 Launchhttps://ai-techpark.com/wam-morocco-showcases-strong-global-presence-at-industry-4-0-launch/: Major multinationals join 100+ exhibitors from 18+ countries as the event unveils Africa’s first international startup pavilion and manufacturing innovation competition The World Advanced Manufacturin... - Girlfriendly AI Image Generator Review: Pricing Structure and Key Featureshttps://aiquantumintelligence.com/girlfriendly-ai-image-generator-review-pricing-structure-and-key-features: As an AI image generation platform, Girlfriendly AI focuses on reducing creative limitations, giving users more flexibility than what is usually available on heavily regulated tools. How it works User... - HotChat AI Chatbot Review: Pricing Options and Functional Scopehttps://aiquantumintelligence.com/hotchat-ai-chatbot-review-pricing-options-and-functional-scope: The positioning of HotChat AI centers on providing interaction that feels responsive rather than restrictive. This approach can be especially appealing to users who want to engage in spicy chat withou... - Resecurity Leads Cybersecurity Innovation at ITCN Asia 2026https://ai-techpark.com/resecurity-leads-cybersecurity-innovation-at-itcn-asia-2026/: Resecurity®, a global cybersecurity and threat intelligence company trusted by Fortune 100 enterprises and government agencies, is proud to be the leading Cybersecurity Innovation Partner of ITCN Asia... - Brillio Leads in HFS Horizons: Life Sciences Service Providers 2025 Reporthttps://ai-techpark.com/brillio-leads-in-hfs-horizons-life-sciences-service-providers-2025-report/: Recognition underscores Brillio’s AI-driven innovation and measurable impact on health outcomes, cost, patient experience, and equity Brillio, The Enterprise AI Accelerator, today announced that it ha... - Clovity Adds Former CoreTrust CEO Mahesh Shah as Operating Advisorhttps://ai-techpark.com/clovity-adds-former-coretrust-ceo-mahesh-shah-as-operating-advisor/: Clovity, a Platinum Atlassian Solution Partner recognized for enterprise-grade service modernization, today announced that Mahesh Shah, former CEO of CoreTrust and seasoned global technology executive... - 5 Useful DIY Python Functions for JSON Parsing and Processinghttps://www.kdnuggets.com/5-useful-diy-python-functions-for-json-parsing-and-processing: Stop wrestling with messy JSON. These five Python functions help you parse, validate, and transform JSON data efficiently.... - Nozomi Networks Unleashes Vantage IQhttps://ai-techpark.com/nozomi-networks-unleashes-vantage-iq/: Vantage IQ empowers security teams and CISOs with tailored data and board-ready insights, driven by AI designed for the needs of OT/IoT environments Nozomi Networks, the leader in OT, IoT, and CPS sec... - TMT Expands Digital Trust and Safety with Microsoft Publishershttps://ai-techpark.com/tmt-expands-digital-trust-and-safety-with-microsoft-publishers/: The Media Trust TMT, a global leader in digital trust and safety, with more than 20 years of expertise, today announced its technology and team helping strengthen trust and safety across Microsoft’s... - Oligo Appoints Shira Bendkowski as VP of Producthttps://ai-techpark.com/oligo-appoints-shira-bendkowski-as-vp-of-product/: Runtime security product expert joins Oligo to further the company’s mission of unifying real-time protection across applications, cloud, workloads, and AI Oligo Security, the runtime security company... - eSentire: Employee Account Compromises Surge 389% in 2025https://ai-techpark.com/esentire-employee-account-compromises-surge-389-in-2025/: Global cybersecurity solutions provider eSentire today released its 2025 YEAR IN REVIEW, 2026 THREAT LANDSCAPE OUTLOOK REPORT titled: “The Industrialization of Cybercrime: Identities are Under Attack.... - CoreSite Chicago Adds AWS Native 400G Direct Connect for Cloud and AIhttps://ai-techpark.com/coresite-chicago-adds-aws-native-400g-direct-connect-for-cloud-and-ai/: Ultra-High Bandwidth and Low Latency to AWS at Substantially Lower Cost CoreSite, an American Tower company NYSE: AMT empowering critical business and AI workloads that impact everyday life through ... - ParaScript® Named Product Innovation Winner in the 2026 BIG Innovation Awardshttps://ai-techpark.com/parascript-named-product-innovation-winner-in-the-2026-big-innovation-awards/: Recognized for Patented Embedded Signature Verification Technology Enabling Real-Time, Check Fraud Detection ParaScript, an AI-powered document processing company, is proud to announce that it has won... - Analytic Bijections for Smooth and Interpretable Normalizing Flowshttps://arxiv.org/abs/2601.10774: arXiv:2601.10774v1 Announce Type: new Abstract: A key challenge in designing normalizing flows is finding expressive scalar bijections that remain invertible with tractable Jacobians. Existing approa... - What is Context Window in LLM? Explained in 2 Minuteshttps://www.analyticsvidhya.com/blog/2026/01/context-window-in-llm/: We interact with LLMs every day. We write prompts, paste documents, continue long conversations, and expect the model to remember what we said earlier. When it does, we move on. When it doesn’t, we re... 🛠️ Featured Tools - Unified Optimization of Source Weights and Transfer Quantities in Multi-Source Transfer Learning: An Asymptotic Frameworkhttps://arxiv.org/abs/2601.10779: arXiv:2601.10779v1 Announce Type: new Abstract: Transfer learning plays a vital role in improving model performance in data-scarce scenarios. However... - Towards Tensor Network Models for Low-Latency Jet Tagging on FPGAshttps://arxiv.org/abs/2601.10801: arXiv:2601.10801v1 Announce Type: new Abstract: We present a systematic study of Tensor Network TN models $\unicode{x2013}$ Matrix Product States ... - Digital Metabolism: Decoupling Logic from Facts via Regenerative Unlearning -- Towards a Pure Neural Logic Corehttps://arxiv.org/abs/2601.10810: arXiv:2601.10810v1 Announce Type: new Abstract: Large language models LLMs currently suffer from parameter entanglement, where general reasoning ca... - Towards Reliable ML Feature Engineering via Planning in Constrained-Topology of LLM Agentshttps://arxiv.org/abs/2601.10820: arXiv:2601.10820v1 Announce Type: new Abstract: Recent advances in code generation models have unlocked unprecedented opportunities for automating fe... - Japanese AI Agent System on Human Papillomavirus Vaccination: System Designhttps://arxiv.org/abs/2601.10718: arXiv:2601.10718v1 Announce Type: new Abstract: Human papillomavirus HPV vaccine hesitancy poses significant public health challenges, particularly... - Do You Trust Me? Cognitive-Affective Signatures of Trustworthiness in Large Language Modelshttps://arxiv.org/abs/2601.10719: arXiv:2601.10719v1 Announce Type: new Abstract: Perceived trustworthiness underpins how users navigate online information, yet it remains unclear whe... - Building AI Agents to Improve Job Referral Requests to Strangershttps://arxiv.org/abs/2601.10726: arXiv:2601.10726v1 Announce Type: new Abstract: This paper develops AI agents that help job seekers write effective requests for job referrals in a p... - ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfigurationhttps://arxiv.org/abs/2601.10729: arXiv:2601.10729v1 Announce Type: new Abstract: Serving long-context LLMs is challenging because request lengths and batch composition vary during to... - CTHA: Constrained Temporal Hierarchical Architecture for Stable Multi-Agent LLM Systemshttps://arxiv.org/abs/2601.10738: arXiv:2601.10738v1 Announce Type: new Abstract: Recently, multi-time-scale agent architectures have extended the ubiquitous single-loop paradigm by i... - Nous Research Releases NousCoder-14B: A Competitive Olympiad Programming Model Post-Trained on Qwen3-14B via Reinforcement Learninghttps://www.marktechpost.com/2026/01/18/nous-research-releases-nouscoder-14b-a-competitive-olympiad-programming-model-post-trained-on-qwen3-14b-via-reinforcement-learning/: Nous Research has introduced NousCoder-14B, a competitive olympiad programming model that is post trained on Qwen3-14B using reinforcement learning R... - How I Created an AI Comic Using Gemini 3 and NotebookLMhttps://www.analyticsvidhya.com/blog/2026/01/ai-comic-generation/: Gemini 3 and NotebookLM are two of my favorite tools from the Google suite. I use them often for learning, work, and even for breaking down complex id... - Medius earns the Solutions Partner with certified software designationhttps://ai-techpark.com/medius-earns-the-solutions-partner-with-certified-software-designation/: This designation recognizes Medius for delivering software solutions built on the Microsoft Cloud that demonstrate interoperability and meet program r... - Monogoto Wins 2025 IoT Platforms Leadership Award from IoT Evolution Worldhttps://ai-techpark.com/monogoto-wins-2025-iot-platforms-leadership-award-from-iot-evolution-world/: Monogoto announced today that Monogoto Software-Defined Connectivity Platform has received a 2025 IoT Platforms Leadership Award from IoT Evolution Wo... - Time Series Isn’t Enough: How Graph Neural Networks Change Demand Forecastinghttps://towardsdatascience.com/time-series-isnt-enough-how-graph-neural-networks-change-demand-forecasting/: Why modeling SKUs as a network reveals what traditional forecasts miss The post Time Series Isn’t Enough: How Graph Neural Networks Change Demand Fore... - Top 5 Agentic AI Website Builders That Actually Shiphttps://machinelearningmastery.com/top-5-agentic-ai-website-builders-that-actually-ship/: I have been building a payment platform using vibe coding, and I do not have a frontend background.... - Going beyond pilots with composable and sovereign AIhttps://www.technologyreview.com/2026/01/19/1131422/going-beyond-pilots-with-composable-and-sovereign-ai/: Today marks an inflection point for enterprise AI adoption. Despite billions invested in generative AI, only 5% of integrated pilots deliver measurabl... - Using Local LLMs to Discover High-Performance Algorithmshttps://towardsdatascience.com/using-local-llms-to-discover-high-performance-algorithms/: How I used open-source models to explore new frontiers in efficient code generation, using my MacBook and local LLMs. The post Using Local LLMs to Dis... - Adimab Records Another Year of Double-Digit Clinical Program Growthhttps://ai-techpark.com/adimab-records-another-year-of-double-digit-clinical-program-growth/: 11 New Clinical Programs in 20256 Partner Programs Have Reached the Market89 Total Clinical Programs Initiated to Date Adimab, LLC, the global leader ... - Docquity Announced the Launch of Engage™https://ai-techpark.com/docquity-announced-the-launch-of-engage/: Docquity, a leading health tech company in Asia, today announced the launch of Docquity Engage™, an AI and Insights-powered market intelligence engine... - Token Security Sees Rapid 2025 Growth as Enterprises Secure Agentic AIhttps://ai-techpark.com/token-security-sees-rapid-2025-growth-as-enterprises-secure-agentic-ai/: With the Exponential Growth of AI Agents and Non-Human Identities, Industry Leaders Turn to Token Security, Driving Adoption, Demand, and Revenue Grow... - Aboard Boosts Community Health Impact with AI-Powered Platformhttps://ai-techpark.com/aboard-boosts-community-health-impact-with-ai-powered-platform/: Aboard, a premier provider of AI-accelerated software development, today announced a strategic partnership with a major national organization dedicate... - ClickHouse Raises $400M Series D Led by Dragoneerhttps://ai-techpark.com/clickhouse-raises-400m-series-d-led-by-dragoneer/: Company acquires Langfuse to enter LLM observability and introduces a native Postgres service to unify transactional and analytical workloads ClickHou... - Deepfakes, Denials and a Watchful Eye: UK Regulator Keeps X Under Pressurehttps://aiquantumintelligence.com/deepfakes-denials-and-a-watchful-eye-uk-regulator-keeps-xunder-pressure: The U.K. is not going to let this one go. Even as other inquiries quietly fade into bureaucratic limbo, this one is sticking. A British media watchdog... - LustGF Chatbot Features and Pricing Modelhttps://aiquantumintelligence.com/lustgf-chatbot-features-and-pricing-model: The way LustGF is presented focuses on reducing conversational limits and improving responsiveness. Users who are looking for dialogue that reacts nat... - Well, there goes the metaverse!https://techcrunch.com/2026/01/19/well-there-goes-the-metaverse/: The metaverse is on its last legs as VR is eclipsed by AI. But that's not the only thing that went wrong for Meta's VR ambitions.... - How Remote uses LangChain and LangGraph to onboard thousands of customers with AIhttps://www.blog.langchain.com/customers-remote/: Guest post written by José Mussa Staff Software Engineer @ RemoteRemote is a fast-growing startup helping companies hire, manage, and pay employees ... - The Double&Edged Sword: The Battle for the Soul of Artificial Intelligencehttps://aiquantumintelligence.com/the-double-edged-sword-the-battle-for-the-soul-of-artificial-intelligence: A deep dive into the dual nature of AI: exploring the escalating tension between groundbreaking, benevolent applications and powerful, criminal exploi... - Wasabi Raises $70M in New Equity to Power the Next Era of Data Infrastructurehttps://ai-techpark.com/wasabi-raises-70m-in-new-equity-to-power-the-next-era-of-data-infrastructure/: At a $1.8 billion valuation, backed by L2 Point and Pure Storage, the company scales AI-first cloud storage to meet the explosive demands of modern da... - Protera Acquires Redfig to Expand Enterprise IT Modernization Capabilitieshttps://ai-techpark.com/protera-acquires-redfig-to-expand-enterprise-it-modernization-capabilities/: Protera, a global leader in IT modernization and enterprise cloud services, today announced the acquisition of Redfig, an industry innovator in busine... - Jan 19, 2026InterpretabilityThe assistant axis: situating and stabilizing the character of large language modelshttps://www.anthropic.com/research/assistant-axis: Jan 19, 2026InterpretabilityThe assistant axis: situating and stabilizing the character of large language models... - 3 Hyperparameter Tuning Techniques That Go Beyond Grid Searchhttps://www.kdnuggets.com/3-hyperparameter-tuning-techniques-that-go-beyond-grid-search: Uncover how advanced hyperparameter search methods in machine learning work, and why they can find optimal model configurations faster.... 💼 New Opportunities - SerpNames: Passionate Full-Stack Engineer SEO-Focused Companyhttps://weworkremotely.com/remote-jobs/serpnames-passionate-full-stack-engineer-seo-focused-company - SuperPlane Inc.: Applied AI Engineerhttps://weworkremotely.com/remote-jobs/superplane-inc-applied-ai-engineer - Icarus Digital Marketing: Digital Agency Account Managerhttps://weworkremotely.com/remote-jobs/icarus-digital-marketing-digital-agency-account-manager - Dolphin Digital Marketing: Paid Media Specialist Google & Facebookhttps://weworkremotely.com/remote-jobs/dolphin-digital-marketing-paid-media-specialist-google-facebook-1 - Dolphin Digital Marketing: Paid Media Specialist Google & Facebookhttps://weworkremotely.com/remote-jobs/dolphin-digital-marketing-paid-media-specialist-google-facebook

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News• Jan 20, 2026

M5B Daily Perspective (Technical Deep Dive): Navigating the Complexities of AI Architecture and Engineering

The field of artificial intelligence has experienced unprecedented growth in recent years, with numerous startups and established companies investing heavily in AI research and development. As we delve into the technical aspects of AI, it becomes increasingly evident that building a robust and efficient AI system is a daunting task. The architecture and engineering challenges associated with AI development are multifaceted, requiring a deep understanding of complex algorithms, data structures, and software engineering principles. In this editorial, we will explore the intricacies of AI technical architecture and the engineering challenges that developers face when building AI-powered systems. One of the primary challenges in AI development is the integration of multiple components, including data processing, machine learning algorithms, and user interfaces. The recent tutorial on building a simple AI email assistant using the ChatGPT API highlights the complexity of this task. The tutorial provides a step-by-step guide on how to build an AI-powered email assistant, but it also underscores the need for a thorough understanding of the underlying technical architecture. The ChatGPT API, for instance, requires a deep understanding of natural language processing NLP and machine learning algorithms, as well as the ability to integrate these components with a user-friendly interface. As we examine the technical architecture of AI systems, it becomes clear that the field is rapidly evolving. The 55 US AI startups that have raised $100M or more in 2025 are a testament to the growing interest in AI research and development. However, this growth also poses significant engineering challenges, particularly in the area of AI security. The concept of rogue agents and shadow AI, for example, has become a major concern, with venture capitalists betting big on AI security startups like Witness AI. The misaligned agents and silent data leaks that can occur in AI systems pose significant risks, and developers must be aware of these challenges when building AI-powered applications. The technical challenges associated with AI development are not limited to security concerns. The field of AI research is also plagued by the issue of readability, with complex research papers and algorithms often being difficult to understand and implement. Researchers like Marco Hening Tallarico are working to bridge the gap between research and readability, but this is an ongoing challenge that requires a concerted effort from the AI community. The need for more readable and accessible AI research is particularly important, as it can facilitate the development of more robust and efficient AI systems. The engineering challenges in AI development are also reflected in the growing demand for skilled professionals in the field. The job listings for paid media specialists, digital agency account managers, and applied AI engineers underscore the need for professionals who can navigate the complexities of AI technical architecture. The role of the applied AI engineer, for instance, requires a deep understanding of AI algorithms, data structures, and software engineering principles, as well as the ability to integrate these components with a user-friendly interface. The job listing for a passionate full-stack engineer at SerpNames, an SEO-focused company, also highlights the need for professionals who can work on the technical aspects of AI-powered applications. The technical architecture of AI systems is also influenced by the tools and platforms used in development. The Double&Edged Sword, a book on the battle for the soul of artificial intelligence, provides a thought-provoking analysis of the technical and societal implications of AI development. The use of platforms like LangChain and LangGraph, which are used by companies like Remote to onboard thousands of customers with AI, also underscores the importance of scalable and efficient AI infrastructure. The recent acquisition of Redfig by Protera, a company that specializes in enterprise IT modernization, also highlights the growing demand for AI-powered solutions in the enterprise sector. As we explore the technical aspects of AI, it becomes clear that the field is characterized by a complex interplay of algorithms, data structures, and software engineering principles. The development of AI-powered applications requires a deep understanding of these components, as well as the ability to integrate them with a user-friendly interface. The tutorial on building a simple AI email assistant using the ChatGPT API, for instance, provides a step-by-step guide on how to build an AI-powered application, but it also underscores the need for a thorough understanding of the underlying technical architecture. The growing demand for skilled professionals in the field, particularly in areas like AI security and applied AI engineering, also highlights the need for more readable and accessible AI research. The technical challenges associated with AI development are not limited to the field of research and development. The growing demand for AI-powered applications in industries like healthcare, finance, and education also poses significant engineering challenges. The recognition of Brillio as a leader in the HFS Horizons: Life Sciences Service Providers 2025 report, for example, underscores the importance of AI-driven innovation in the healthcare sector. The use of AI-powered applications in industries like finance and education also requires a deep understanding of the technical architecture of these systems, as well as the ability to integrate them with a user-friendly interface. In conclusion, the technical architecture and engineering challenges associated with AI development are complex and multifaceted. The field of AI research is rapidly evolving, with numerous startups and established companies investing heavily in AI research and development. However, this growth also poses significant engineering challenges, particularly in areas like AI security and applied AI engineering. The need for more readable and accessible AI research, as well as the growing demand for skilled professionals in the field, underscores the importance of a thorough understanding of the technical aspects of AI. As we navigate the complexities of AI technical architecture, it is clear that the field will continue to evolve and pose new challenges for developers, researchers, and professionals in the years to come.

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News• Jan 20, 2026

Our approach to age prediction

ChatGPT is rolling out age prediction to estimate if accounts are under or over 18, applying safeguards for teens and refining accuracy over time.

#GenAI#Textual#OpenAI

Engineering• Jan 20, 2026

Global cybersecurity solutions provider eSentire today released its 2025 YEAR IN REVIEW, 2026 THREAT LANDSCAPE OUTLOOK REPORT titled: “The Industrialization of Cybercrime: Identities are Under Attack.” One of the most alarming attack trends tracked by eSentire in 2025 was a 389% increase year over y...

#AI Techpark#AI#News

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