Daily AI Recap: Jan 14, 2026

Welcome to today's curated briefing of the most important AI developments.

• At MIT, a continued commitment to understanding intelligence: With support from the Siegel Family Endowment, the newly renamed MIT Siegel Family Quest for Intelligence investigates how brains produce intelligence and how it can be replicated to solve problems....
• How to Build a Stateless, Secure, and Asynchronous MCP-Style Protocol for Scalable Agent Workflows: In this tutorial, we build a clean, advanced demonstration of modern MCP design by focusing on three core ideas: stateless communication, strict SDK-level validation, and asynchronous, long-running op...
• The Rise of Self Evolving AI: When Machine Learning Starts Improving Itself: Self evolving AI is no longer theoretical. Explore how meta learning, evolutionary algorithms, and self critique loops are creating machine learning systems that analyze their own performance and gene...
• Single-Agent vs Multi-Agent Systems: AI Agents are being widely adopted across industries, but how many agents are needed for an Agentic AI system? The answer can be 1 or more. What really matters is that we pick the right number of Agen...
• Google’s Trends Explore page gets new Gemini capabilities: The Trends Explore page for users to analyze search interest just got a major upgrade. It now uses Gemini to identify and compare relevant trends....
• Why Human-Centered Data Analytics Matters More Than Ever: From optimizing metrics to designing meaning: putting people back into data-driven decisions The post Why Human-Centered Data Analytics Matters More Than Ever appeared first on Towards Data Science....
• AI agents struggle with “why” questions: a memory-based fix: LLMs forget context and fail at “why” reasoning. MAGMA fixes this with multi-graph memory across time, causality, entities, and meaning....
• Gemini’s new beta feature provides proactive responses based on your photos, emails, and more: Personal Intelligence is off by default, as users have the option to choose if and when they want to connect their Google apps to Gemini....
• How to Use AI in Business: Practical Steps, Tools, and Benefits: Learn how AI boosts efficiency, customer experience, and decisions. Follow clear steps, pick the right tools, and start scaling results....
• Databricks’ AI Retrieval Boosts Enterprise AI Answers: Databricks introduces its Instructed Retriever, blending traditional database queries with RAG....
• AI Couldn’t Replace Programmers After All: Writing code == Writing solutions. This op-ed piece describes how programming and solution development have grown rather than get replaced by AI....
• The AI Mirage: How Our Illusions Create Flashy Products and Stifle Real Progress: This article debunks common AI misconceptions (like sentience and infallibility), explains how these myths fuel misleading "AI-washing" in marketing, and reveals how the hype distorts innovation away ...
• What Is a Knowledge Graph — and Why It Matters: How structured knowledge became healthcare’s quiet advantage The post What Is a Knowledge Graph — and Why It Matters appeared first on Towards Data Science....
• Top 10 Small & Efficient Model APIs for Low‑Cost Inference: Learn what GPU fractioning is, how techniques like TimeSlicing and Multi-Instance GPU (MIG) work, and how Clarifai automates GPU sharing to run multiple AI workloads efficiently....
• Vibe Coding Explained: Platforms, Prompts & Best Practices: Learn what GPU fractioning is, how techniques like TimeSlicing and Multi-Instance GPU (MIG) work, and how Clarifai automates GPU sharing to run multiple AI workloads efficiently....
• Types of Machine Learning Explained: Supervised, Unsupervised & More: Learn what GPU fractioning is, how techniques like TimeSlicing and Multi-Instance GPU (MIG) work, and how Clarifai automates GPU sharing to run multiple AI workloads efficiently....
• Introducing Community Benchmarks on Kaggle: A drawing of three people working on laptops, with one person's screen showing "Kaggle Benchmark Results" with "Gemini XXXX" and a large "PASS" checkmark.1...
• OpenAI partners with Cerebras: OpenAI partners with Cerebras to add 750MW of high-speed AI compute, reducing inference latency and making ChatGPT faster for real-time AI workloads....
• Glitches in the Attention Matrix: A history of Transformer artifacts and the latest research on how to fix them The post Glitches in the Attention Matrix appeared first on Towards Data Science....
• DXC Strengthens Alliance with SAP as a RISE with SAP Validated Partner: HIGHLIGHTS DXC Technology (NYSE: DXC), a leading enterprise technology and innovation partner, today announced its confirmation as a RISE with SAP Validated Partner. DXC is now among a select group of...
• The Evolution of AI Platforms with Enterprise Copilots: Why 2026 Is the Inflection Point: AI platforms are evolving. Learn why enterprise copilots, governance, and “trust-by-design” are the keys to competitive advantage in 2026. In 2026, the question of whether to implement AI is not so do...
• Darktrace Appoints Terry Doyle as Chief Information Officer: Darktrace, a global leader in AI for cybersecurity, today announced the appointment of Terry Doyle as Chief Information Officer (CIO), joining the company’s executive committee. As CIO, Doyle will est...
• Uncertainty in Machine Learning: Probability & Noise: Editor’s note: This article is a part of our series on visualizing the foundations of machine learning....
• Introducing Acronis Archival Storage: A Long-Term Data Protection Solution: New Cyber Protect Cloud offering provides durable, encrypted, and compliance-ready storage with predictable, cost-efficient management for infrequently accessed data Acronis, a global leader in cybers...
• DN Report: 65% of Organizations Struggle to Achieve AI Success: 600 business and IT decision-makers reveal in “The 2026 AI Infrastructure Report” that unified platforms, cloud strategies, energy expertise, and partnerships are the key to unlocking real AI success ...
• Announcing the winner of the Global AI Film Award: Zoubeir Jlassi reacts with surprise on stage at the AI Film Awards for the film "Lily" by Zoubeir Jlassi. He stands by a trophy podium while Anthony Nakache claps. The background shows the film's titl...
• Commvault Launches Unified Data Vault: As companies rely on S3 to store application and AI data, Commvault gives developers the immutability, encryption, and policy governance needed to protect these data sets Commvault (NASDAQ: CVLT), a l...
• FRC Appoints Christopher Lynch to Board of Directors: FRC today announced the appointment of Christopher Lynch to its Board of Directors. Lynch joins Executive Chairman Alan Marc Smith, further strengthening the company’s strategic leadership, governance...
• MEDITECH Expanse EHR now live in 43 HCA Healthcare Hospitals: The latest wave of go-lives marks a significant milestone in the company’s implementation of this digital foundation for caregivers. MEDITECH has announced the go-live of the first large-scale wave of...
• Affect and Effect: Limitations of regularisation-based continual learning in EEG-based emotion classification: arXiv:2601.07858v1 Announce Type: new Abstract: Generalisation to unseen subjects in EEG-based emotion classification remains a challenge due to high inter-and intra-subject variability. Continual le...
• HOSC: A Periodic Activation with Saturation Control for High-Fidelity Implicit Neural Representations: arXiv:2601.07870v1 Announce Type: new Abstract: Periodic activations such as sine preserve high-frequency information in implicit neural representations (INRs) through their oscillatory structure, bu...
• Internal Deployment Gaps in AI Regulation: arXiv:2601.08005v1 Announce Type: new Abstract: Frontier AI regulations primarily focus on systems deployed to external users, where deployment is more visible and subject to outside scrutiny. Howeve...
• Delegating Without Chaos: Your Business Can’t Grow Until You Let Go (Sponsored): Delegating without chaos is the difference between a business that plateaus and one that scales....

• Hierarchical Sparse Plus Low Rank Compression of LLM: arXiv:2601.07839v1 Announce Type: new Abstract: Modern large language models (LLMs) place extraordinary pressure on memory and compute budgets, makin...
• RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling: arXiv:2601.07868v1 Announce Type: new Abstract: Dominant sequence models like the Transformer represent structure implicitly through dense attention ...
• Multiplicative Orthogonal Sequential Editing for Language Models: arXiv:2601.07873v1 Announce Type: new Abstract: Knowledge editing aims to efficiently modify the internal knowledge of large language models (LLMs) w...
• Bridging the Trust Gap: Clinician-Validated Hybrid Explainable AI for Maternal Health Risk Assessment in Bangladesh: arXiv:2601.07866v1 Announce Type: new Abstract: While machine learning shows promise for maternal health risk prediction, clinical adoption in resour...
• Executable Ontologies in Game Development: From Algorithmic Control to Semantic World Modeling: arXiv:2601.07964v1 Announce Type: new Abstract: This paper examines the application of Executable Ontologies (EO), implemented through the boldsea fr...
• When Models Know When They Do Not Know: Calibration, Cascading, and Cleaning: arXiv:2601.07965v1 Announce Type: new Abstract: When a model knows when it does not know, many possibilities emerge. The first question is how to ena...
• Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety: arXiv:2601.08000v1 Announce Type: new Abstract: Ensuring that Large Language Models (LLMs) adhere to safety principles without refusing benign reques...

• OpenAI signs deal, worth $10 billion, for compute from Cerebras

• Bask Health: Customer Success Account Manager
• Semaphore Technologies: Senior Software Engineer
• ILSL Workforce: Data Entry Specialist
• Lemon.io: Senior Full-stack Developer
• NewtonX: AI Development Advisor
• Sanctuary Computer: Senior Data Engineer
• Lemon.io: Senior PHP Full-stack Developer
• Estenda Solutions: Data Quality Analyst for Real World Evidence
• Planning Center: Full Stack Engineer - Ruby on Rails and React
• Abbott: Clinical Specialist, CRM - Houston TX