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Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context
Training massive language fashions on lengthy sequences has a well known drawback: consideration is dear. The scaled dot-product consideration (SDPA) at the core of each transformer scales quadratically Θ(N²) in each compute and reminiscence with sequence size N. FlashAttention addressed …
Meet LiteLLM Agent Platform: A Kubernetes-Based, Self-Hosted Infrastructure Layer for Isolated Agent Sandboxes and Persistent Session Management in Production
Running AI brokers in a neighborhood script is easy. Running them reliably in manufacturing throughout groups, throughout restarts, with remoted environments per context is a distinct downside fully. BerriAI, the corporate behind the LiteLLM AI Gateway, is now open-sourcing a …
NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU
World fashions (methods that synthesize sensible video sequences from an preliminary picture and a set of actions) have gotten central to embodied AI, simulation, and robotics analysis. The core problem is scaling these methods to generate minute-long, high-resolution video with …
How to Build Repository-Level Code Intelligence with Repowise Using Graph Analysis, Dead-Code Detection, Decisions, and AI Context
In this tutorial, we discover how to use Repowise to construct repository-level intelligence for the itsdangerous Python mission in a sensible and reproducible method. We begin with an already cloned repository, configure Repowise utilizing the obtainable LLM credentials, and initialize …
How to Build an MCP Style Routed AI Agent System with Dynamic Tool Exposure Planning, Execution, and Context Injection
In this tutorial, we construct a completely useful MCP-style routed agent system from scratch, combining software discovery, clever routing, structured planning, and execution right into a single cohesive workflow. We begin by organising a modular software server that exposes capabilities …
Zyphra Releases ZAYA1-8B-Diffusion-Preview: The First MoE Diffusion Model Converted From an Autoregressive LLM With Up to 7.7x Speedup
Zyphra, the San Francisco-based AI lab behind the ZAYA1 mannequin household, launched ZAYA1-8B-Diffusion-Preview — a preview of its early work in diffusion-language fashions. The launch demonstrates that an present autoregressive language mannequin will be transformed right into a discrete diffusion …
Deloitte: Scale ‘autonomous intelligence’ for real growth
Enterprise leaders should progress previous generative functions and scale “autonomous intelligence” to seize real growth. Generating textual content or summarising inside communications gives localised productiveness enhancements, but these talents hardly ever alter the core value or income construction of a …
Best AI Agents for Software Development Ranked: A Benchmark-Driven Look at the Current Field
The AI coding agent market seems to be virtually unrecognizable in comparison with 2024 and even early 2025. What began as inline autocomplete has advanced into absolutely autonomous methods that learn GitHub points, navigate multi-file codebases, write fixes, execute assessments, …
Supertone Releases Supertonic v3: On-Device Text-to-Speech Model with 31-Language Support, Fewer Reading Failures, and Expression Tags
Supertone launched Supertonic 3, the third era of its on-device, ONNX-based text-to-speech system. Supertonic 3 ships with 31-language assist, improved studying accuracy, fewer repeat and skip failures, and v2-compatible public ONNX belongings. It is Lightning Fast, On-Device, Multilingual and Accurate …
How to Build a Django-Unfold Admin Dashboard with Custom Models, Filters, Actions, and KPIs
In this tutorial, we construct a sophisticated Django-Unfold admin dashboard. We begin by putting in Django, Django-Unfold, and the required dependencies, then we create a recent Django challenge with a store software. We configure Unfold with a fashionable admin theme, …
Poetiq’s Meta-System Automatically Builds a Model-Agnostic Harness That Improved Every LLM Tested on LiveCodeBench Pro Without Fine-Tuning
Poetiq has simply revealed some very attention-grabbing outcomes exhibiting its Meta-System reached a new state-of-the-art on LiveCodeBench Pro (LCB Pro), a aggressive coding benchmark, by routinely constructing and optimizing its personal inference harness — with out fine-tuning any underlying mannequin …
A Coding Implementation to Master GPU Computing with CuPy, Custom CUDA Kernels, Streams, Sparse Matrices, and Profiling
In this tutorial, we delve into CuPy as a robust GPU-accelerated different to NumPy for high-performance numerical computing in Python. We begin by inspecting the accessible CUDA system, checking the CuPy model, runtime particulars, GPU reminiscence, and compute functionality in …
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CYBERSECURITY
Integration embeds WatchGuard safety operations inside HaloPSA, streamlining ticketing, provisioning, and billing workflows for MSPs WatchGuard Technologies, a worldwide chief in unified cybersecurity for managed service suppliers (MSPs), as we speak introduced a strategic partnership with Halo to assist MSPs ship and administer safety providers with much less overhead and sooner response. As a part of this relationship, WatchGuard …
Proven cybersecurity chief with deep utility safety experience and a observe file of scaling and profitable exits AI-driven growth is accelerating threat and ThreatModeler allows enterprises to remain safe by design with 10x productiveness beneficial properties and 50% price financial savings Now the clear class chief following the IriusRisk acquisition, …
Former Governor and Film Star Arnold Schwarzenegger Delivers Keynote at Exclusive Event During RSA Conference Week in San Francisco; Wiz Founder & CEO Assaf Rappaport Named 2026 CEO of the Year Evolution Equity Partners, a frontrunner in enterprise capital funding in cybersecurity, held the fourth Annual Presidents Forum on March …
Autonomous IT chief acknowledged for management and innovation in advancing cyber resilience by way of AI and real-time intelligence Tanium, a frontrunner in Autonomous IT, at the moment introduced it has been named a Silver Award winner within the Best Cybersecurity Company class within the 2026 Cybersecurity Excellence Awards. Presented by Cybersecurity …
New analysis reveals disconnected functions result in cyber incidents, audit failures and rising operational prices, as id gaps widen Cerby, along side The Ponemon Institute, immediately printed a new analysis report, “The Hidden Cybersecurity Threat: Disconnected Apps,” revealing that important gaps in id protection are actively exposing enterprises to elevated cyber …
Early March, TSplus, a French supplier of Remote Access and Cybersecurity options, held a high-level govt assembly in Fuzhou with Centerm, a number one Chinese producer of pc units and community gear, member of the Star-Net Group. This assembly marks a significant milestone in TSplus’ enlargement in China and lays …
Independent Third‑Party Validation Reinforces Redspin as a Trusted External Service Provider (ESP) for the Defense Industrial Base Redspin, one of many first, largest, and most skilled Cybersecurity Maturity Model Certification (CMMC) third Party Assessment Organizations (C3PAOs) in the CMMC ecosystem, right now introduced that its Managed Security Services enterprise unit …
Resecurity, a U.S.-based cybersecurity and intelligence firm defending Fortune 100 corporations and authorities companies worldwide, is proud to announce that it has been named a 2026 Cyber 150 Winner, a prestigious recognition awarded to probably the most modern and impactful cybersecurity corporations worldwide. This accolade highlights Resecurity’s continued dedication to offering full-spectrum …
Recognitions from Cyber Defense Magazine and the Cybersecurity Excellence Awards spotlight MDR management and staff efficiency TekStream, a digital resilience firm that helps organizations modernize, safe and optimize their expertise environments, has been acknowledged with 4 high cybersecurity awards, reinforcing its place on the forefront of next-generation MDR and high-impact …
Cynet, the unified, AI-powered cybersecurity platform empowering organizations to give attention to what issues most, has been named a Leader and Outperformer in the 2026 GigaOm Radar for XDR. GigaOm positioned Cynet in the Innovation/Platform Play quadrant for its platform completeness and fast innovation in automating the risk lifecycle.The report acknowledges Cynet’s innovation-led …
Zero Trust pioneer and Zscaler founding chief joins as 1Password redefines id safety for people and their AI brokers 1Password, a frontrunner in id safety, in the present day introduced the appointment of Dr. Manoj Apte to its Board of Directors, the place he’ll function an unbiased director. A founding …
Veteran CIO, four-time CISO, and cloud safety chief brings many years of enterprise experience to assist subsequent part of development and steady offensive safety innovation Cobalt, the pioneer of penetration testing as a service (PTaaS) and a number one supplier of human-led, AI-powered offensive safety options, at present introduced the …
Channel advertising and marketing chief joins as Coro doubles down on associate program forward of MSP Summit 2026 Coro, the main cybersecurity platform for Lean IT-driven organizations, right now introduced the appointment of Lindsey Westbrook as Vice President of Marketing, reinforcing its dedication to a channel-first go-to-market technique as demand for partner-led …
A brand new white paper introduces a five-stage resilience playbook, grounded in authentic survey information, as boards shift from compliance oversight to lively governance of cyber threat Most organizations now have the cybersecurity instruments they want. What they lack is the alignment to make these instruments work when it issues …
Built on anonymized operational knowledge and benchmarked in opposition to greater than 40 exterior {industry} sources, the index replaces self-reported survey assumptions with measurable, quarter-over-quarter proof Corporate Technologies, a nationwide managed IT providers supplier, in the present day introduced the launch of the SMB Technology & Cyber Resilience Index — a quarterly …
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