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Prime 3 issues to know for AI on Android at Google I/O ‘25



Prime 3 issues to know for AI on Android at Google I/O ‘25

Posted by Kateryna Semenova – Sr. Developer Relations Engineer

AI is reshaping how customers work together with their favourite apps, opening new avenues for builders to create clever experiences. At Google I/O, we showcased how Android is making it simpler than ever so that you can construct sensible, customized and artistic apps. And we’re dedicated to offering you with the instruments wanted to innovate throughout the complete improvement stack on this evolving panorama.

This yr, we centered on making AI accessible throughout the spectrum, from on-device processing to cloud-powered capabilities. Listed here are the highest 3 bulletins you could know for constructing with AI on Android from Google I/O ‘25:

#1 Leverage the effectivity of Gemini Nano for on-device AI experiences

For on-device AI, we introduced a brand new set of ML Equipment GenAI APIs powered by Gemini Nano, our most effective and compact mannequin designed and optimized for operating straight on cell units. These APIs present high-level, straightforward integration for frequent duties together with textual content summarization, proofreading, rewriting content material in numerous types, and producing picture description. Constructing on-device provides vital advantages equivalent to native knowledge processing and offline availability at no further price for inference. To begin integrating these options discover the ML Equipment GenAI documentation, the pattern on GitHub and watch the “Gemini Nano on Android: Constructing with on-device GenAI” discuss.

#2 Seamlessly combine on-device ML/AI with your personal customized fashions

The Google AI Edge platform permits constructing and deploying a variety of pretrained and customized fashions on edge units and helps varied frameworks like TensorFlow, PyTorch, Keras, and Jax, permitting for extra customization in apps. The platform now additionally provides improved help of on-device {hardware} accelerators and a brand new AI Edge Portal service for broad protection of on-device benchmarking and evals. In case you are in search of GenAI language fashions on units the place Gemini Nano just isn’t accessible, you should utilize different open fashions by way of the MediaPipe LLM Inference API.

Serving your personal customized fashions on-device can pose challenges associated to dealing with giant mannequin downloads and updates, impacting the person expertise. To enhance this, we’ve launched Play for On-Machine AI in beta. This service is designed to assist builders handle customized mannequin downloads effectively, guaranteeing the best mannequin measurement and pace are delivered to every Android machine exactly when wanted.

For extra info watch “Small language fashions with Google AI Edge” discuss.

#3 Energy your Android apps with Gemini Flash, Professional and Imagen utilizing Firebase AI Logic

For extra superior generative AI use instances, equivalent to complicated reasoning duties, analyzing giant quantities of knowledge, processing audio or video, or producing pictures, you should utilize bigger fashions from the Gemini Flash and Gemini Professional households, and Imagen operating within the cloud. These fashions are nicely suited to situations requiring superior capabilities or multimodal inputs and outputs. And for the reason that AI inference runs within the cloud any Android machine with an web connection is supported. They’re straightforward to combine into your Android app through the use of Firebase AI Logic, which supplies a simplified, safe approach to entry these capabilities with out managing your personal backend. Its SDK additionally consists of help for conversational AI experiences utilizing the Gemini Stay API or producing customized contextual visible property with Imagen. To be taught extra, take a look at our pattern on GitHub and watch “Improve your Android app with Gemini Professional and Flash, and Imagen” session.

These highly effective AI capabilities will also be dropped at life in immersive Android XR experiences. You’ll find corresponding documentation, samples and the technical session: “The longer term is now, with Compose and AI on Android XR“.

Flow cahrt demonstrating Firebase AI Logic integration architecture

Determine 1: Firebase AI Logic integration structure

Get impressed and begin constructing with AI on Android at the moment

We launched a brand new open supply app, Androidify, to assist builders construct AI-driven Android experiences utilizing Gemini APIs, ML Equipment, Jetpack Compose, CameraX, Navigation 3, and adaptive design. Customers can create customized Android bot with Gemini and Imagen by way of the Firebase AI Logic SDK. Moreover, it incorporates ML Equipment pose detection to detect an individual within the digital camera viewfinder. The total code pattern is accessible on GitHub for exploration and inspiration. Uncover further AI examples in our Android AI Pattern Catalog.

moving image of the Androidify app on a mobile device, showing a fair-skinned woman with blond hair wearing a red jacket with black shirt and pants and a pair of sunglasses converting into a 3D image of a droid with matching skin tone and blond hair wearing a red jacket with black shirt and pants and a pair of sunglasses

The unique picture and Androidifi-ed picture

Choosing the proper Gemini mannequin will depend on understanding your particular wants and the mannequin’s capabilities, together with modality, complexity, context window, offline functionality, price, and machine attain. To discover these concerns additional and see all our bulletins in motion, take a look at the AI on Android at I/O ‘25 playlist on YouTube and take a look at our documentation.

We’re excited to see what you’ll construct with the facility of Gemini!

AI-Prepared Optics Transceivers Accomplice Enablement Marketing campaign


The Tremendous Optics League is greater than only a campaign-it’s a mission. Over a number of weeks, companions will obtain focused enablement content material, coaching, aggressive insights, and alternatives to interact in a enjoyable, gamified surroundings designed to organize them to grasp the Cisco Optics portfolio. Whether or not you’re seeking to increase your buyer conversations, win high-performance offers, or sharpen your positioning, this League equips you with the abilities and instruments to guide.

Contributors will seem on a leaderboard and be acknowledged for his or her engagement and efficiency all through this system. However the true reward is gaining data, confidence, and the flexibility to ship unmatched worth to your clients.

Why Cisco Optics?

On the earth of AI-Prepared Information Facilities and high-speed information, failure isn’t an possibility. Cisco Optics are purpose-built for environments the place reliability, scalability, and safety are mission-critical. Each Cisco optical transceiver undergoes intensive in-house validation and stress testing-not simply towards Cisco gear however in real-world scenarios-to guarantee efficiency and interoperability.

The end result? Business-leading optical efficiency with a failure charge that’s, on common, 100 to 300 occasions higher than many third-party options. This implies fewer outages, quicker troubleshooting, lowered downtime, and a extra secure expertise in your clients.

However efficiency is only the start.

When deployed on Cisco platforms, our optics are backed by Cisco’s post-sales assist, together with speedy alternative, full lifecycle protection, and seamless integration together with your buyer’s current assist contracts. This supplies peace of thoughts in your clients and elevated upsell potential for you.

The Worth of Cisco Optics for Companions and Distributors

If you place Cisco Optics, you’re not simply speaking about transceivers-you’re providing belief, longevity, and outcomes. Right here’s how the Tremendous Optics League helps you unlock worth:

  • Develop Your Offers and Buyer Confidence: Clients depend upon secure, predictable infrastructure. By providing Cisco Optics, you present confirmed efficiency and peace of thoughts.
  • Improve Deal Dimension: Premium optics typically complement higher-value options. By integrating them into AI, Cloud, or Information Heart conversations, you may unlock broader gross sales alternatives.
  • Improve Efficiency for Vital Functions: Supporting hybrid work, data-intensive purposes, or multi-cloud environments? Cisco Optics are optimized for essentially the most demanding situations.
  • Guarantee Lengthy-Time period Help: In contrast to third-party optics, Cisco transceivers are eligible for full post-sales assist protection when used inside Cisco platforms. No finger-pointing, no gaps.
  • Win in Value-Delicate Eventualities: Particular promotions, quantity incentives, and Cisco Licensed Refurbished choices allow you to compete and win, even in budget-conscious conditions.
  • Ship Higher Enterprise Outcomes: Fewer disruptions, quicker decision, and better satisfaction ranges translate into stronger long-term buyer relationships and recurring income.

Begin Your Journey

The digital universe isn’t slowing down, and neither do you have to. Whether or not your clients are constructing out AI-ready infrastructure, upgrading their campus and Information Heart networks, or getting ready for 400G and past, Cisco Optics are the light-speed connection they will rely on. The Tremendous Optics League is your launchpad.

Be a part of us on this fast-paced, gamified studying expertise. Equip your self with the instruments to defeat The Obscura, information your clients, and develop your small business with Cisco Optics.

 

It’s time to step into the League with Cisco’s Accomplice Tremendous Optics League. The universe wants your mild.

 


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How Cisco Helps Balancing Fatherhood and a Cybersecurity Profession


Being a dad is a full-time dedication. Add a dynamic and demanding profession in cybersecurity — the place the menace panorama is continually evolving —  and AI is reworking the world into the equation, and it typically seems like managing two high-stakes worlds without delay. On prime of that, I’m enrolled in a management program at Cisco and pursuing a Grasp’s in Cybersecurity at Georgia Tech.

Dad, wearing a light-colored hoodie with "GEORGIA TECH" written on it and jeans, and teen daughter, wearing black jacket and pants holding phone and Gatorade bottle, pose for photo indoors with black curtains visible in the background. Dad, wearing a light-colored hoodie with "GEORGIA TECH" written on it and jeans, and teen daughter, wearing black jacket and pants holding phone and Gatorade bottle, pose for photo indoors with black curtains visible in the background. Some days, I really feel like I’m thriving, conquering my targets as knowledgeable, a pupil, and a father. On different days, it’s like working a marathon whereas juggling flaming torches. Fatherhood and my profession are passions that drive me, and thru all of it, I’ve found useful methods, advantages, and classes to navigate the challenges.

  1. Serving to my daughter, a student-athlete, handle her busy schedule whereas attempting to take care of my very own typically means late nights and early mornings for us each. She has practices, commitments, and in-and-out-of-state tournaments that require journey. The work-life stability Cisco offers has made quite a lot of this potential. With the ability to work from wherever and take day without work means I by no means miss a minute when it issues.
  2. Finding out for a Grasp’s in Cybersecurity at Georgia Tech requires juggling coursework, group initiatives, and exams. Cisco’s tuition help makes that juggling a little bit simpler.
  3. Main in a subject the place the menace panorama evolves each day, requires fixed studying and adaptation to new applied sciences like AI. Cisco offers nice coaching to maintain professionals like me forward of the curve with ever-evolving know-how.
  4. Taking part in management growth packages by means of Cisco, just like the Info Expertise Senior Administration Discussion board and the Aspiring Chief Program, permits me to set an instance for my household whereas offering me with the information, instruments, {and professional} maturity to excel in my profession.

Regardless of these challenges, right here’s what I’ve realized:A family of four, including two adults and two children, stands in front of a large illuminated sign and colorful floral decorations. They are standing next to several suitcases, including a bright green monster-shaped suitcase.A family of four, including two adults and two children, stands in front of a large illuminated sign and colorful floral decorations. They are standing next to several suitcases, including a bright green monster-shaped suitcase.

  • Fatherhood fuels my goal. Being a dad motivates me to advance my profession and construct a future that ensures stability and alternative for my household. The willpower and resilience obligatory for parenting mirrors what is required to navigate cybersecurity’s complexities.
  • Abilities overlap. Managing a family with an energetic student-athlete has taught me time administration, adaptability, and prioritization. These are the identical expertise I apply to cybersecurity, analyzing dangers or aiding prospects, making fast choices, and staying organized beneath stress.
  • It takes a village. Leaning on my group has been a game-changer. Having good leaders, mentors, and colleagues at Cisco is vital. Whether or not it’s help from different individuals in tech, coworkers, associates, or my household, figuring out I’m not alone on this journey — profession or parenting — retains me going.
  • Changes are key. None of that is straightforward, and there are occasions after I fall brief. It’s in these moments of reflection that I discover the power to regulate and hold transferring ahead. Balancing these calls for isn’t for everybody. It’s time-consuming and, at occasions, overwhelming. There are moments after I query if I’m taking up an excessive amount of, however recognizing these emotions and discovering methods to adapt is what actually issues.

Balancing fatherhood and a cybersecurity profession isn’t about perfection — it’s about progress. Each time my daughter excels in apply or tournaments and after I attain a milestone or efficiently full an project, or examination and full a course, these moments reinforce the notion that the trouble and dedication I spend money on each my household and profession are significant and, finally, are value it.

To all of the dads on the market balancing profession and household: You’re doing an incredible job. Each sacrifice and success, regardless of how small, is a testomony to your dedication. Rejoice the wins, study from the challenges, and keep in mind that you’re shaping a future for your loved ones and your self.

Along with your Cisco profession, you too can energy an inclusive future for all. Be taught extra.

Subscribe to the WeAreCisco Weblog.

 

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Small antibodies present broad safety towards SARS coronaviruses – NanoApps Medical – Official web site


Scientists have found a singular class of small antibodies which might be strongly protecting towards a variety of SARS coronaviruses, together with SARS-CoV-1 and quite a few early and up to date SARS-CoV-2 variants. The distinctive antibodies goal a vital extremely conserved website on the base of the virus’s spike protein, successfully clamping it shut and stopping the virus from infecting cells. The findings, revealed in Nature Communications, provide a promising path to creating broad-spectrum antiviral therapies that might stay efficient towards future viral variants.

SARS-CoV-2, the virus behind COVID-19, continues to be a possible risk because it evolves into newer variants which might be immune to at present accepted antibody therapies. Resistance largely emerges as a result of antibodies sometimes goal virus areas, such because the receptor binding area of the spike protein, that additionally steadily mutate, enabling escape from antibody recognition.

To handle this, a analysis workforce led by Prof. Xavier Saelens and Dr. Bert Schepens on the VIB-UGent Middle for Medical Biotechnology explored a unique technique by specializing in one of many extra steady subunits of the spike protein. The so-called S2 subunit is essential for the virus’s capacity to fuse with host cells, a course of important for an infection, and it’s extra conserved throughout totally different coronaviruses.

A molecular clamp on the virus

The workforce turned to llamas (extra particularly a llama referred to as Winter). Llamas generate so-called single-domain antibodies, also called VHHs or nanobodies, which might be a lot smaller than the antibodies generated by most animals, together with people. The researchers recognized a number of llama antibodies that strongly neutralize a broad panel of SARS coronaviruses.

What makes these antibodies significantly promising is their distinctive mode of motion: they act like a molecular clamp. They latch onto the poorly uncovered, extremely conserved area (a coiled coil of three alpha helices) on the base of the virus’s spike protein. In doing so, they lock the spike protein in its unique form, bodily stopping it from unfolding into the shape the virus must infect cells.

The antibodies confirmed robust safety towards an infection in lab animals, even at low doses. And when researchers tried to pressure the virus to evolve resistance, the virus struggled, producing solely uncommon escape variants that had been a lot much less infectious. This factors to a robust, hard-to-evade therapy possibility.

This area is so essential to the virus that it may well’t simply mutate with out weakening the virus itself. That provides us a uncommon benefit: a goal that’s each important and steady throughout variants.”

Prof. Xavier Saelens, senior creator of the examine

Higher therapies

This discovery marks a big development within the quest for sturdy and broadly efficient antiviral therapies, providing hope for therapies that may preserve tempo with viral evolution.

“The mixture of excessive efficiency, broad exercise towards quite a few viral variants, and a excessive barrier to resistance is extremely promising,” provides Saelens. “This work offers a powerful basis for creating next-generation antibodies that may very well be very important in combating not solely present but in addition future coronavirus threats.”

Supply:

Journal reference:

De Cae, S., et al. (2025). Ultrapotent SARS coronavirus-neutralizing single-domain antibodies that clamp the spike at its base. Nature Communicationsdoi.org/10.1038/s41467-025-60250-1

Controlling This One Molecule May Halt Alzheimer’s in Its Tracks – NanoApps Medical – Official web site


New analysis identifies the immune molecule STING as a driver of mind harm in Alzheimer’s.

A brand new method to Alzheimer’s illness has led to an thrilling discovery that would assist cease the devastating cognitive decline linked to Alzheimer’s and different neurodegenerative issues.

Scientists on the College of Virginia College of Medication have been exploring the concept Alzheimer’s could also be pushed, not less than partially, by the immune system’s misguided efforts to restore DNA harm within the mind. Their analysis has uncovered that an immune molecule known as STING performs a central function in triggering the buildup of dangerous plaques and tangled proteins which can be carefully tied to the illness. Blocking this molecule protected lab mice from reminiscence loss and cognitive issues, in keeping with the researchers.

STING is a key participant within the mind’s immune protection, however it could additionally contribute to different critical circumstances like Parkinson’s illness, amyotrophic lateral sclerosis (ALS or Lou Gehrig’s illness), and dementia. By studying learn how to management STING’s exercise, scientists imagine they may open the door to new therapies with the potential to enhance the lives of thousands and thousands going through these difficult diagnoses.

“Our findings show that the DNA harm that naturally accumulates throughout getting older triggers STING-mediated mind irritation and neuronal harm in Alzheimer’s illness,” stated researcher John Lukens, PhD, director of UVA’s Harrison Household Translational Analysis Middle in Alzheimer’s and Neurodegenerative Illnesses. “These outcomes assist to clarify why getting older is related to elevated Alzheimer’s danger and uncover a novel pathway to focus on within the therapy of neurodegenerative ailments.”

Alarming Tendencies in Alzheimer’s

Alzheimer’s is a rising downside throughout the nation and around the globe: Greater than 7 million People are already residing with the situation, and that quantity might prime 13 million by 2050. That has researchers working frantically to seek out methods to raised perceive and deal with the situation.

The causes of Alzheimer’s stay murky, however scientists are more and more coming to understand the function of the immune system within the illness’s growth. STING is a part of that immune response; the molecule helps direct the clearance of viruses and careworn cells harboring DNA harm.

John Lukens
John Lukens, PhD, director of UVA’s Harrison Household Translational Analysis Middle in Alzheimer’s and Neurodegenerative Illnesses. Credit score: UVA Well being

Whereas STING is a crucial defender of the mind, it may additionally turn into hyperactive and trigger dangerous irritation and tissue harm. That had Lukens and his crew keen to find out what half it could possibly be taking part in in Alzheimer’s. Blocking the molecule’s exercise in lab mice, they discovered, helped stop Alzheimer’s plaque formation, altered the exercise of immune cells known as microglia, and redirected the workings of vital genes, amongst different results.

“We discovered that eradicating STING dampened microglial activation round amyloid plaques, protected close by neurons from harm, and improved reminiscence operate in Alzheimer’s mannequin mice,” stated researcher Jessica Thanos, a part of UVA’s Division of Neuroscience and Middle for Mind Immunology and Glia (BIG Middle). “Collectively, these findings counsel that STING drives detrimental immune responses within the mind that exacerbate neuronal harm and contribute to cognitive decline in Alzheimer’s illness.”

Promising Therapy Goal

Whereas scientists have been investigating different molecules considered vital in Alzheimer’s, STING makes for a very enticing goal for creating new therapies, the UVA Well being researchers say. That’s as a result of blocking STING seems to gradual each the buildup of amyloid plaques and the event of tau tangles, the 2 main candidates for the reason for Alzheimer’s. Different molecules lack that sturdy involvement, and, additional, could possibly be focused solely at very particular – and really restricted – levels within the illness’s development.

We’re solely starting to grasp the complicated function of innate immune activation within the mind, and that is very true in each regular and pathological getting older,” Thanos stated. “If we will pinpoint which cells and indicators maintain that activation, we will likely be in a significantly better place to intervene successfully in illness.”

Whereas Lukens’ pioneering analysis has opened new doorways within the struggle in opposition to Alzheimer’s, rather more work will must be completed to translate the findings into therapies. For instance, scientists might want to higher perceive STING’s roles within the physique – comparable to within the immune system’s response to most cancers – to make sure any new therapy doesn’t trigger undesirable uncomfortable side effects.

However these are the forms of huge questions that Lukens and his collaborators on the Harrison Household Translational Analysis Middle are desirous to sort out as a part of their efforts to fast-track new therapies and, ultimately, they hope, cures. (The middle is a part of UVA’s Paul and Diane Manning Institute of Biotechnology, now beneath building at Fontaine Analysis Park.)

“Our hope is that this work strikes us nearer to discovering safer and more practical methods to guard the getting older mind, as there may be an pressing want for therapies that may gradual or stop neuronal harm in Alzheimer’s,” Lukens stated. “Shedding gentle on how STING contributes to that harm might assist us goal comparable molecules and finally develop efficient disease-modifying therapies.”

Reference: “STING deletion protects in opposition to amyloid β–induced Alzheimer’s illness pathogenesis” by Jessica M. Thanos, Olivia C. Campbell, Maureen N. Cowan, Katherine R. Bruch, Katelyn A. Moore, Hannah E. Ennerfelt, Nick R. Natale, Aman Mangalmurti, Nagaraj Kerur and John R. Lukens, 23 Might 2025, Alzheimer’s & Dementia.
DOI: 10.1002/alz.70305

The research was supported by the Nationwide Institutes of Well being’s Nationwide Institute of Getting older, grants R01AG071996, R01AG087406, and RF1AG078684; the Alzheimer’s Affiliation, grant ADSF-21-816651; the Remedy Alzheimer’s Fund; The Owens Household Basis; and The Harrison Household Basis.