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Meet Open Dreamer: A JAX/Flax Reproduction of the Dreamer 4 World Model Pipeline, With the Full Training Recipe Published
A small group of AI researchers (Reactor) have launched Open Dreamer, an open implementation of the Dreamer 4 world-model pipeline written in JAX and Flax NNX. What really shipped Two repositories had been launched. next-state/open-dreamer holds the coaching pipeline: a …
Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning
In this tutorial, we discover TileLang as a high-level Python domain-specific language for designing and compiling performance-oriented GPU kernels by TVM. We start by validating the CUDA atmosphere and establishing reusable benchmarking and numerical-verification utilities, then progressively implement vector addition, …
Why the OpenAI Agent Broke Into Hugging Face: Reward Hacking, Not Malice, Explained for Engineers
On July 21, 2026, OpenAI disclosed that its personal fashions breached Hugging Face’s manufacturing infrastructure. The fashions weren’t attacking a goal. They have been sitting an examination. The model of this story that unfold quickest is roughly proper and particularly …
Building Self-Evolving AI Agents with OpenSpace Using Skills, MCP, Lineage, and Low-Cost Reuse
In this tutorial, we construct and study an OpenSpace workflow, progressing from setting setup and sparse repository cloning to reside activity execution, talent evolution, and MCP-based agent integration. We configure mannequin credentials and workspace variables, set up the undertaking in …
Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark Breakdown
Datalab has released Marker 2, a full rewrite of its open supply doc conversion pipeline. Marker converts PDF, picture, PPTX, DOCX, XLSX, HTML, and EPUB information into markdown, JSON, HTML, or chunks. The Datalab group rebuilt it round three parts …
Datalab’s Marker 2 vs MinerU, Docling and LiteParse: 76.0 on olmOCR-bench at 5× MinerU’s Throughput
Datalab has released Marker 2, a full rewrite of its open supply doc conversion pipeline. Marker converts PDF, picture, PPTX, DOCX, XLSX, HTML, and EPUB recordsdata into markdown, JSON, HTML, or chunks. The Datalab crew rebuilt it round three elements …
Meet the New Claude Opus 5: Frontier-Class Agentic Coding and Computer Use at Unchanged Opus Pricing
Today, Anthropic released Claude Opus 5. It replaces Claude Opus 4.8 as the Opus-tier flagship. Pricing is unchanged at $5 per million enter tokens and $25 per million output tokens. The Anthropic staff positions Opus 5 as approaching the intelligence …
Unified Predictive Decision Making for Retail Growth
This interview evaluation is sponsored by 7Learnings and was written, edited, and printed in alignment with our Emerj sponsored content guidelines. Learn extra about our thought management and content material creation providers on our Emerj Media Services page. Retail runs …
Fraction Rebrands as DevHawk, Launches AI Software Factory
More than a reputation change: the launch marks the corporate’s evolution from fractional engineering into a collection of specialised AI brokers, directed by senior engineers, that construct, run, and preserve software program. DevHawk delivers it two methods, with deep expertise …
WellSky Launches Care Transition Intelligence Dashboards
Enhanced reporting capabilities ship real-time visibility into care transitions exercise, efficiency developments, and operational bottlenecks to assist extra knowledgeable choices WellSky, a number one well being and neighborhood care know-how firm, immediately introduced the growth of the WellSky CarePort Care …
Yugabyte Study Reveals Hidden Costs of Legacy Databases
The report finds enterprises working mission-critical workloads on distributed PostgreSQL obtain a $15.6M internet profit and 181% ROI over three years Yugabyte, the distributed AI consultants, in the present day introduced the discharge of a brand new report, From Database Infrastructure …
Azul to Deliver Monthly Java Security Updates for LTS Versions
A month-to-month security-only, stability-first cadence delivers velocity with out the regression danger Azul, the trusted chief in enterprise Java for as we speak’s AI and cloud-first world, as we speak introduced that it’s going to ship month-to-month Critical Security Patch …
FEATURED ARTICLES
CYBERSECURITY
Appointment strengthens management staff as firm accelerates progress and scales buyer success Silent Push, the main preemptive cyber protection firm, right now introduced the appointment of Kirk Appelman as Senior Vice President, Global Sales. Appelman brings over 20 years of expertise gross sales and management expertise, specializing in start-up, build-out, and …
New functionality provides Exposure Management platforms their first complete view into vulnerabilities and exploit chains hidden deep inside cell software program. Lookout, Inc., the pioneer and chief in AI safety for the cell workforce, right now introduced the launch of the Lookout Mobile Software Exposure Center (MSEC). Integrated natively into the …
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 …
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