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Embracing the AI Period: Cisco Safe AI Manufacturing unit with NVIDIA


In at present’s fast-paced digital panorama, the flexibility to harness the ability of synthetic intelligence (AI) is crucial. At Cisco, we’re empowering organizations worldwide to seamlessly combine AI into their enterprise operations, making certain they continue to be on the forefront of innovation and safety.  Our collaboration with NVIDIA will mark a big milestone on this journey, introducing a groundbreaking new AI infrastructure that places safety and suppleness at its core.

A Strategic Leap Ahead 

As we introduced earlier this yr, we’re working with NVIDIA to ship a strategic leap ahead in AI infrastructure. Collectively, we plan to remodel the best way corporations deploy, function and safe AI Factories—information facilities meticulously designed to energy AI workloads. Our co-optimized structure will allow organizations to tailor their infrastructure exactly to their AI wants, with out compromising on operational simplicity or safety. 

Crucial Flexibility and Agility 

Our partnership with NVIDIA is predicted to supply organizations unmatched flexibility and agility, embedding safety from the appliance and the workload to the underlying infrastructure. Whether or not you’re at first of your AI journey or seeking to scale present infrastructure, Cisco Safe AI Manufacturing unit with NVIDIA will present scalable, high-performance options that adapt to your distinctive necessities. With customizable modular elements and confirmed reference architectures, we intend to empower you to design and deploy AI infrastructure that aligns seamlessly with your enterprise objectives. 

The vertically built-in deployment choice can be primarily based on Cisco Nexus Hyperfabric AI, and can embody: 

  • Cisco 6000 Collection Switches, utilizing Cisco Silicon One and cloud-managed by the Cisco Nexus Hyperfabric AI controller. 
  • Accelerated compute with Cisco UCS C885A M8, primarily based on the NVIDIA HGX platform with NVIDIA H200 GPUs 
  • NVIDIA BlueField-3 DPUs and SuperNICs 
  • NVIDIA AI Enterprise software program platform 
  • VAST Information Storage 
  • Cisco Optics 

The modular deployment choice will characteristic customizable elements, together with:   

  • Accelerated compute with Cisco UCS C885A M8 and C845A M8 servers, primarily based on the NVIDIA HGX and MGX platforms with NVIDIA H200 GPUs, and managed by Cisco Intersight  
  • NVIDIA BlueField-3 DPUs and SuperNICs 
  • Superior networking with Cisco Nexus 9000 Collection switches utilizing Cisco Silicon One and managed by Cisco Nexus Dashboard  
  • Future Cisco switches with NVIDIA Spectrum-X, managed by Nexus Dashboard 
  • NVIDIA AI Enterprise software program platform 
  • Excessive-performance storage from NVIDIA-Licensed companions Pure Storage, Hitachi Vantara, NetApp, and VAST Information 
  • Open Supply containerization and automation options from Purple Hat to optimize AI and containerized workloads 
  • Cisco Optics 

To scale back AI funding dangers, Cisco will provide options validated and primarily based on NVIDIA Enterprise Reference Architectures enabling quicker, versatile, and scalable deployments with high-performance AI infrastructure. Cisco Safe AI Manufacturing unit with NVIDIA helps enterprise prospects to operationalize and safe a sturdy AI infrastructure for information engineering, AI coaching and mannequin customization, AI pipeline safety, AI inferencing, and compliance for AI fashions with use circumstances throughout industries together with public sector, manufacturing, finance, healthcare, and retail.   

Safety at Each Layer  

AI infrastructure is inherently advanced, and securing it requires a brand new, holistic method. That’s why our structure embeds safety at each layer of the AI stack. With options like Cisco Isovalent, Cisco Safe Firewall, Cisco Hypershield  and Cisco AI Protection, we mechanically broaden and adapt safety measures as infrastructure modifications, offering safety in opposition to evolving threats.  This additionally contains the alternative to combine with NVIDIA BlueField-3 DPUs to enhance safety throughout the stack with real-time AI workload risk detection with NVIDIA DOCA AppShield. 

A Unified Imaginative and prescient for the Future 

Our journey with NVIDIA in direction of a validated and unified structure is shifting swiftly. We’re proud to be working towards options that cater to the evolving calls for of AI factories, making certain you’ve the appropriate instruments to thrive within the AI period. Our versatile deployment fashions, together with the ready-to-deploy Cisco Safe AI Manufacturing unit with Nexus Hyperfabric AI or modular options, set a brand new normal for consistency and innovation. 

 In accordance with our latest State of AI Safety report, organizations that strategically deal with each infrastructure and safety challenges concurrently are extra agile, scale quicker, and derive enterprise worth faster. By integrating accelerated compute, high-performance networking, software program, storage, and industry-leading safety, we allow you to unlock the total potential of AI, driving transformative outcomes for your enterprise. 

The subsequent era of worldwide connectivity with 5G Superior and 6G networks is being developed now, and it’s vital that the {industry} work collectively to foster innovation. Cisco is main the cost in growing cellular core, vital infrastructure, and safety expertise that’s already accelerating AI innovation. By working with NVIDIA and the broader ecosystem to construct AI for Wi-fi into next-gen networks, we are going to allow dramatic enhancements in efficiency, reliability, and safety that can profit customers and enterprise prospects, whereas bringing the world nearer collectively.   

At Cisco, we consider within the energy of collaboration and innovation to create a extra related and inclusive future for all. Our increasing partnership with NVIDIA can be a testomony to this dedication, bringing collectively the very best of our capabilities to revolutionize AI infrastructure. As we proceed to push the boundaries of what’s potential, we invite you to affix us on this thrilling journey, embracing the potential of AI to remodel your group and the world. Are you prepared?

Congratulations to the groups working arduous to make this a actuality.

Collectively, we’re constructing a safer, agile, and revolutionary tomorrow. 

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Are Your Staff as Safe as They Assume?

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blog.knowbe4.comhubfsSocial Image RepositoryEvangelist Blog Social GraphicsEvangelists-Anna CollardOur current analysis reveals a regarding discrepancy between workers’ confidence of their potential to establish social engineering makes an attempt and their precise vulnerability to those assaults.

Cisco, Nvidia staff to ship safe AI manufacturing unit infrastructure



Hypershield makes use of AI to dynamically refine safety insurance policies primarily based on software id and conduct. It automates coverage creation, optimization, and enforcement throughout workloads. As well as, Hypershield guarantees to let organizations autonomously phase their networks when threats are an issue, achieve exploit safety with out having to patch or revamp firewalls, and robotically improve software program with out interrupting computing assets.

AI Protection discovers the assorted fashions being utilized in a buyer’s AI growth and makes use of 4 options to assist prospects implement AI safety: AI entry, AI cloud visibility, AI mannequin and software validation, and AI runtime safety. AI entry presents visibility into who needs or has use of an AI software after which it controls entry to guard and implement data-loss prevention and mitigate potential threats. AI cloud visibility robotically uncovers AI belongings comprising custom-built AI functions throughout your distributed atmosphere, together with unsanctioned AI workloads. This supplies a single-pane-of-glass view of AI stock, Cisco mentioned.

“AI infrastructure is inherently complicated, and securing it requires a brand new, holistic strategy. That’s why our structure embeds safety at each layer of the AI stack,” Patel wrote in a weblog publish concerning the information. “With options like Cisco Isovalent, Cisco Safe Firewall, Cisco Hypershield and Cisco AI Protection, we robotically broaden and adapt safety measures as infrastructure modifications, offering safety towards evolving threats. This additionally consists of the alternative to combine with NVIDIA BlueField-3 DPUs to enhance safety throughout the stack with real-time AI workload risk detection with NVIDIA DOCA AppShield.”

Apptronik brings in one other $53 million to gasoline Apollo manufacturing

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Apptronik brings in one other  million to gasoline Apollo manufacturing

Apollo is the fruits of almost a decade of growth, drawing on Apptronik’s intensive work on 15 earlier robots, together with NASA’s Valkyrie robotic. | Supply: Apptronik

Apptronik Tuesday introduced it added an additional $53 million to its oversubscribed Collection A funding spherical, bringing the overall funding from the spherical to $403 million. The corporate stated the spherical displays sturdy market demand and investor confidence in Apptronik’s management, distinctive design, and know-how.

The Collection A funding will gasoline the manufacturing and deployment of Apptronik’s AI-powered humanoid robotic, Apollo. Moreover, the corporate will use the funds to assist rising buyer demand throughout key industries. These embody automotive, electronics manufacturing, third-party logistics, beverage bottling and achievement, and shopper packaged items.

At the moment, Apptronik has agreements with trade leaders Mercedes-Benz and GXO Logistics to check Apollo in real-world functions.

“We’re constructing a future the place humanoid robots usually are not simply instruments, however trusted collaborators working seamlessly alongside individuals—beginning in logistics, manufacturing, and retail, and ultimately increasing into elder care, catastrophe response, and healthcare,” stated Jeff Cardenas, co-founder and CEO of Apptronik. “This funding is way over capital—it’s the inspiration for strategic relationships that may speed up Apollo’s path to scaled manufacturing and broaden the attain and impression of humanoid robotics throughout the worldwide financial system.”

Apptronik closed nearly all of its Collection A spherical in February. With the newest funding, the firm has raised $431 million whole because it was based in 2016 on the College of Texas at Austin’s Human Centered Robotics Lab. Apptronik received an RBR50 Robotics Innovation Award in 2024 for its bespoke linear actuators.

B Capital and Capital Manufacturing unit led the spherical. Google, Mercedes-Benz, Japan Submit Capital, ARK Make investments, Helium-3, Magnetar, RyderVentures (the company enterprise capital arm of Ryder System, Inc.), a syndicate led by Korea Funding Companions, and others are additionally becoming a member of the oversubscribed spherical.

Newest funding caps off a 12 months of development for Apptronik

This newest funding follows a 12 months of file development for Apptronik. Final week, Apptronik and Google DeepMind introduced a strategic partnership to construct the subsequent era of humanoid robots.

Prior to now 12 months, Apptronik secured foundational industrial engagements with trade leaders Mercedes-Benz and GXO and labored with NVIDIA to leverage Apollo in Omniverse digital twins. Moreover, final month, Apptronik introduced a pilot engagement and strategic collaboration with Jabil to construct Apollo humanoid robots and combine them into Jabil’s manufacturing operations, paving the best way for Apollo humanoid robots to construct extra humanoid robots.

“At Mercedes-Benz, we’re relentlessly centered on pushing the boundaries of what’s attainable in automotive innovation—not solely within the automobiles we design, however in how we construct them,” stated Jörg Burzer, Member of the Board of Administration of Mercedes-Benz Group AG, Manufacturing, High quality & Provide Chain Administration. “Our work with Apptronik has given us a front-row seat to the unbelievable tempo of progress in humanoid robotics and AI, and the transformative potential these applied sciences maintain for contemporary manufacturing. We’re proud to assist Apptronik as they pioneer new methods to carry clever, adaptable robots onto the manufacturing unit flooring—serving to us set new benchmarks for effectivity, security, and collaboration between individuals and machines.”

The $403 million is the newest in a plethora of funding that has poured into firms engaged on humanoids. Determine AI has raised $854 million, together with a monstrous $675 million Collection B spherical in February 2024. Agility Robotics has raised no less than $178 million. Moreover, it’s vital to notice the monetary particulars of Agility’s latest funding from Schaeffler has but to be disclosed. 1X Applied sciences has raised $136.5 million, together with a $100 million Collection B spherical.

Find out about humanoids on the Robotics Summit & Expo

Humanoids shall be entrance and heart on the Robotics Summit & Expo, which runs April 30-Could 1 in Boston and is produced by The Robotic Report. Aaron Saunders, CTO of Boston Dynamics, is giving the opening keynote on Day 2 of the occasion. He’ll focus on the not too long ago redesigned Atlas robotic and share his ideas concerning the future humanoids.

The primary day of the present will characteristic a panel concerning the state of humanoids with Pras Velagapudi, CTO at Agility Robotics, Aaron Prather, director of robotics and autonomous methods at ASTM Worldwide, and Al Makke, director of engineering at Schaeffler. The panel will discover the technical and enterprise challenges shaping the event of humanoids. It’s going to additionally share insights from early deployments, what’s on the horizon, and the continuing efforts to determine security requirements.

The Robotics Summit & Expo brings collectively 5,000+ builders centered on constructing robots for quite a lot of industrial industries. Attendees will acquire insights into the newest enabling applied sciences, engineering greatest practices, and rising traits. There shall be 200+ exhibitors60-plus audio system on stage, 10+ hours of devoted networking time, a Ladies in Robotics Breakfast, a profession truthful, startup showcase, and extra. Returning to the present is the RBR50 Pavilion and RBR50 Awards Dinner that may honor the winners of the annual RBR50 Robotics Innovation Awards.

Perlite vs Vermiculite: Which One is Greatest for Your Backyard Soil?


Gardening success begins with the proper soil amendments, and two of essentially the most generally debated choices are perlite vs vermiculite. These light-weight minerals are extensively used to enhance soil aeration, moisture retention, and plant progress, however they serve totally different features. Choosing the proper one can imply the distinction between wholesome, thriving crops and soil that doesn’t carry out optimally.

On this complete information, we’ll discover the scientific properties, technical features, and greatest gardening purposes of perlite and vermiculite, serving to you make the perfect choice in your gardening wants.

Understanding Perlite and Vermiculite: Composition and Properties

Perlite

What’s Perlite?

Perlite is a volcanic glass that undergoes excessive heating, inflicting it to increase and grow to be a light-weight, porous materials. Its distinctive bodily construction makes it splendid for enhancing soil aeration and drainage.

Chemical Composition of Perlite

  • Silicon dioxide (SiO₂): 70-75%
  • Aluminum oxide (Al₂O₃): 12-15%
  • Potassium oxide (K₂O) and sodium oxide (Na₂O): 3-5%
  • Calcium oxide (CaO) and iron oxide (Fe₂O₃): Hint quantities

Key Bodily Properties of Perlite

✅ Light-weight and porous ✅ Extremely aerated construction ✅ pH-neutral (6.5 – 7.5) ✅ Non-toxic and sterile ✅ Doesn’t decompose or compact over time

Vermiculite

What’s Vermiculite?

Vermiculite is a hydrated magnesium-aluminum-iron silicate mineral that expands when heated. It has glorious water-holding capability, making it helpful for moisture retention in soils.

Chemical Composition of Vermiculite

  • Silicon dioxide (SiO₂): 35-45%
  • Magnesium oxide (MgO): 10-25%
  • Aluminum oxide (Al₂O₃): 10-15%
  • Iron oxide (Fe₂O₃): 5-10%
  • Calcium oxide (CaO), potassium oxide (K₂O), and hint parts

Key Bodily Properties of Vermiculite

✅ Absorbs and retains moisture ✅ Has a flaky, plate-like construction ✅ Excessive cation change capability (CEC) for nutrient retention ✅ pH barely alkaline (7.0-8.0) ✅ Gradual decomposition over time

How Perlite and Vermiculite Have an effect on Soil and Plant Development

Soil Construction and Root Improvement

  • Perlite: Creates air pockets within the soil, stopping compaction and selling oxygen circulation to roots.
  • Vermiculite: Retains moisture, decreasing the chance of crops drying out.

Water Retention vs. Drainage

  • Perlite: Retains minimal moisture however supplies quick drainage.
  • Vermiculite: Holds as much as 4 instances its weight in water, releasing it progressively.

Cation Alternate Capability (CEC) and Nutrient Retention

  • Perlite: Low CEC, doesn’t retain vitamins nicely.
  • Vermiculite: Excessive CEC, holds vitamins and slowly releases them.

Greatest Purposes of Perlite and Vermiculite in Gardening

When to Use Perlite

Container Gardening: Improves drainage and aeration. ✅ Hydroponics: Very best for soilless rising programs. ✅ Succulents and Cacti: Prevents overwatering. ✅ Aerating Heavy Clay Soil: Reduces compaction.

When to Use Vermiculite

Seed Beginning Mixes: Retains moisture for profitable germination. ✅ Rooting Cuttings: Retains roots moist and guarded. ✅ Moisture-Loving Vegetation: Very best for ferns and tropical crops. ✅ Soil Modification in Dry Climates: Helps retain moisture.

The way to Use Perlite and Vermiculite in Gardening

applying Perlite

The way to Apply Perlite

  • Mixing with Potting Soil: Mix 10-30% perlite with common potting combine for improved aeration.
  • For Out of doors Beds: Work 2-4 inches of perlite into the topsoil for higher drainage.
  • For Hydroponics: Use pure perlite or combine it with coconut coir for optimum water retention.
  • Rooting Cuttings: Dip cuttings in rooting hormone and place them in a perlite-heavy combine to forestall overwatering.
  • Aerating Clay Soil: Unfold perlite over compacted soil and blend nicely to interrupt up dense particles.

Success Case: Jane, an city gardener in Texas, struggled with clay-heavy soil that held an excessive amount of moisture, resulting in root rot in her tomatoes. After mixing 3 inches of perlite into the highest layer of her raised backyard mattress, she observed:

✔️ Improved drainage, stopping extra water buildup
✔️ Stronger root progress because of higher oxygen circulation
✔️ More healthy, extra productive crops with elevated yields

applying Vermiculite

The way to Apply Vermiculite

  • Seed Beginning: Mix 50% vermiculite with peat moss for a moisture-rich germination combine.
  • Mulching: Apply a skinny layer round crops to assist retain soil moisture in dry situations.
  • Soil Modification: Work vermiculite into sandy or fast-draining soil to enhance moisture retention.
  • Hydroponic Rising: Use vermiculite as a standalone medium or combine with perlite for improved water retention.
  • Composting: Add vermiculite to compost piles to reinforce moisture and nutrient retention.

success

Success case: Mark, a house gardener in Arizona, struggled to maintain his seedlings hydrated within the sizzling, dry local weather. After incorporating 50% vermiculite into his seed-starting combine, he noticed:

✔️ Elevated germination charges as moisture was retained longer
✔️ Stronger root improvement, resulting in more healthy transplants
✔️ Decreased want for frequent watering, saving effort and time

Drainage vs. Moisture Retention: The Science Behind Plant Success

Why Drainage is Important for Plant Well being

Correct soil drainage ensures that extra water is eliminated, stopping root rot, fungal infections, and oxygen deprivation in crops. Totally different crops require totally different ranges of drainage based mostly on their pure habitat:

  • Succulents & Cacti: Thrive in well-draining soil because of their adaptation to arid climates.
  • Greens like Tomatoes & Peppers: Require average drainage to forestall waterlogged roots.
  • Herbs (Rosemary, Thyme, Oregano): Want fast-draining soil to imitate their native Mediterranean situations.

The Position of Moisture Retention in Plant Development

Moisture retention is essential for seed germination, younger crops, and moisture-loving species. Vermiculite helps preserve soil moist by absorbing water and slowly releasing it. That is particularly helpful in:

  • Seed Beginning & Rooting Cuttings: Ensures constant moisture for brand spanking new progress.
  • Tropical & Houseplants (Ferns, Pothos, Philodendrons): Mimics their humid pure setting.
  • Drought-Inclined Areas: Helps retain moisture in dry soil situations.

Local weather & Location Concerns

  • Arid Climates (Southwest U.S., Australia, Center East): Extra perlite for elevated drainage.
  • Humid Climates (Southeast U.S., Rainforest Zones): Extra vermiculite for moisture steadiness.
  • Temperate Climates (North America, Europe): A balanced combine relying on plant kind.

How Soil Kind Impacts the Alternative

  • Clay Soil: Wants perlite to forestall compaction and enhance aeration.
  • Sandy Soil: Advantages from vermiculite to extend moisture retention.
  • Loamy Soil: Can profit from each, relying on plant wants.

Technical Comparability of Perlite vs Vermiculite

Function Perlite Vermiculite
Composition Volcanic glass Magnesium-aluminum silicate
Water Retention Low Excessive
Drainage Wonderful Average
Aeration Excessive Medium
CEC (Nutrient Retention) Low Excessive
pH Affect Impartial Barely Alkaline
Very best Makes use of Succulents, aeration, drainage Seed beginning, moisture retention

Widespread Myths & Misconceptions

  1. “Perlite and Vermiculite Are the Similar Factor”

Whereas each enhance soil construction, perlite enhances drainage whereas vermiculite retains moisture.

  1. “Utilizing Extra Perlite or Vermiculite is At all times Higher”

Extreme perlite dries out soil, whereas an excessive amount of vermiculite causes waterlogging.

  1. “Each Are Just for Potting Soil”

They’re extensively utilized in hydroponics, agriculture, composting, and seed propagation.

Knowledgeable Suggestions for Totally different Plant Sorts

Plant Kind Greatest Alternative
Succulents & Cacti Perlite
Leafy Greens Vermiculite
Seedlings Vermiculite
Hydroponic Crops Perlite
Clay-heavy soil Perlite
Arid Local weather Vegetation Vermiculite

Mixing Perlite & Vermiculite for Balanced Soil

  • For seed beginning: 50% peat moss, 25% perlite, 25% vermiculite.
  • For raised beds: 40% compost, 30% topsoil, 15% perlite, 15% vermiculite.
  • For potted crops: 60% potting combine, 20% perlite, 20% vermiculite.

FAQs About Perlite vs Vermiculite

  1. Can I Use Each Perlite and Vermiculite Collectively?

Sure! Many gardeners use a mix for balanced moisture and aeration.

  1. Which is Higher for Greens?
  • Leafy greens & root veggies: Vermiculite.
  • Tomatoes, peppers, herbs: Perlite.
  1. Does Perlite or Vermiculite Have an effect on Soil pH?
  • Perlite: Impartial.
  • Vermiculite: Barely alkaline (pH 7-8).
  1. How Lengthy Do Perlite and Vermiculite Final in Soil?
  • Perlite: Indefinitely.
  • Vermiculite: Decomposes over time (~3 years).
  1. Are Perlite and Vermiculite Secure for Natural Gardening?

Sure, each are pure, non-toxic, and permitted for natural gardening.

Conclusion: Which One is Greatest for Your Backyard?

Selecting between perlite vs vermiculite will depend on your soil, local weather, and plant wants:

  • Use perlite for aeration and drainage.
  • Use vermiculite for moisture retention.
  • Combine them for the perfect of each worlds.