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Building a VideoAgent-Style Multi-Agent System: Intent Parsing, Graph Planning, and Tool Routing for Video Editing Tasks

In this tutorial, we construct a runnable reconstruction of the VideoAgent workflow, specializing in the core agentic pipeline behind video understanding, retrieval, modifying, and remaking. We begin by configuring a light-weight surroundings that works with out API keys. We outline …
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The 15 AI tools Fortune 500  companies are using in 2026

The 15 AI tools Fortune 500 companies are using in 2026

Forget the surveys asking executives whether or not they plan to undertake AI. That query closed someday in 2024. The reside query in 2026 is which AI tools Fortune 500 companies are truly using, day after day, previous the pilot …

NLP Data Annotation Guide: Types, Techniques & Best Practices in 2026

This information will discover all elements of NLP information annotation, masking textual content annotation, Named Entity Recognition (NER), sentiment evaluation, relation extraction, speech transcription, audio annotation, intent labeling, and different important methods used to coach trendy language fashions. It can …
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AI agent crawlers now need permission. Here’s how to get it

AI agent crawlers, the bots that fetch pages in actual time on behalf of an individual ready for a solution, will probably be blocked by default on a slice of the online from September 15 onwards. Cloudflare announced the change on July …
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Stanford Researchers Introduce TRACE: A Capability-Targeted Agentic Training System That Turns Recurrent Agent Failures Into Synthetic RL Environment

Agentic LLMs typically fail the identical approach, many times. A Stanford analysis crew traced this to lacking, reusable capabilities. Their system, TRACE, diagnoses these gaps and trains for them immediately. TRACE stands for Turning Recurrent Agent failures into Capability-targeted coaching …

Prime Intellect Releases Verifiers v1: Composable Tasksets, Harnesses, and Runtimes for Agentic RL Training and Evaluations

Prime Intellect launched verifiers 0.2.0. It previews a rewritten core, shipped beneath the brand new verifiers.v1 namespace. Modern evaluations now run coding brokers with instruments, compaction, and subagents. Accordingly, v1 rebuilds environments to run these agentic workloads at scale. What …
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Meet NeuroVFM: A New Neuroimaging Foundation Model Trained With Vol-JEPA on Uncurated Clinical MRI and CT Volumes

Frontier fashions be taught principally from public web information. However, scientific neuroimaging not often seems there, as a result of MRI and CT scans comprise identifiable facial options. Consequently, normal fashions underperform on brain-imaging duties. A University of Michigan analysis …

Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Research Loops

Most folks nonetheless use AI like a 2015 search field. You kind, you learn, you kind once more. A more moderen sample replaces that handbook back-and-forth with a loop. This information explains loop engineering utilizing two verified artifacts. The sources …
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Mira Murati’s Thinking Machines Lab Makes The Technical Case For Human-Centered AI Built On Customizable Model Weights

Thinking Machines Lab printed a report back to construct AI that extends human will and judgment. Most AI in use at present is skilled in a handful of locations, then frozen. The report argues that this design excludes the individuals …

A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention

In this tutorial, we discover TileGym GPU programming by constructing a sensible Colab workflow that runs throughout completely different {hardware} situations. We start by probing the out there CUDA surroundings, checking whether or not NVIDIA cuTile runs instantly, and falling …
Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI

Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI

Robbyant, the embodied AI unit inside Ant Group, has launched the LingBot-VA 2.0.The first embodied-native basis mannequin. It describes a video-action basis mannequin for generalist robotic manipulation. The analysis group pretrains the entire stack for embodiment as a substitute of …

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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 …