Author(s): Felix Pappe Originally published on Towards AI. Image created by the author using gpt-image-1 Introduction In the past, extracting specific information from documents or images using traditional methods could have become quickly cumbersome and frustrating, especially when the final results stray far from what you intended. The reasons for this can be diverse, ranging from overly complex document layouts to improperly formatted files, or an avalanche of visual elements, which machines struggle to interpret. However, vision-enabled language (vLMs)models have come to the rescue. Over the past months and years, these models have gained ever-greater capabilities, from rough image descriptions to detailed text extraction. Notably, the extraction of complex textual information from images has seen astonishing progress. This allows for rapid knowledge extraction from diverse document types without brittle, rule-based systems that break as soon as the document structure changes — and without the time-, data-, and cost-intensive specialized training of custom models. However, there is one flaw: vLMs, like their text-only counterparts, tend to produce verbose output around the information you actually want. Phrases such as “Of course, here is the information you requested” or “This is the extracted information about XYZ” commonly surround the essential content. You could use regular expressions together with advanced prompt engineering to constrain the vLM to output only the requested information. However, crafting the perfect prompt and matching regex for a given task is difficult and requires much trial and error. In this blog post, I’d like to introduce a simpler approach: combining the rich capabilities of vLLMs with the strict validation offered by Pydantic classes to extract exactly the desired information for your document processing pipeline. Description of post tackled issue The example in this blog post describes a situation that every job applicant has likely experienced many times. I am sure of it. After you have carefully and thoroughly created your CV, thinking about every word and maybe even every letter, you upload the file to a job portal. But after successfully uploading the file, including all the requested information, you are asked once again to fill out the same details in standard HTML forms by copying and pasting the information from your CV into the correct fields.Some companies attempt to autofill these fields based on the information extracted from your CV, but the results are often far from accurate or complete.In the following code, I combine Pixtral, LangChain, and Pydantic to provide a simple solution. The code extracts the first name, last name, phone number, email, and birthday from the CV if they exist. This helps keep the example simple and focuses on the technical aspects.The code can be easily adapted for other use cases or extended to extract all required information from a CV.So let us dive into the code. Code walkthrough Importing required libraries In the first step, the required libraries are imported, including: os, pathlib, and typing for standard Python modules providing filesystem access and type annotations base64 dontenv.env file into os.environ pydanticLLM output ChatMistralAILLM interface PIL import osimport base64from pathlib import Pathfrom typing import Optionalfrom dotenv import load_dotenvfrom pydantic import BaseModel, Fieldfrom langchain_mistralai.chat_models import ChatMistralAIfrom langchain_core.messages import HumanMessagefrom PIL import Image Loading environment variables Subsequently, the environment variables are loaded using load_dotenv(), and the MISTRAL_API_KEY is retrieved. load_dotenv()MISTRAL_API_KEY = os.getenv("MISTRAL_API_KEY")if not MISTRAL_API_KEY: raise ValueError("MISTRAL_API_KEY not set in environment") Defining the output schema with pydantic Following that, the output schema is defined using Pydantic. Pydantic is a Python library for data parsing and validation based on Python type hints. At its core, Pydantic’s BaseModel offers various useful features, such as the declaration of data types (e.g. str, int, List[str], nested models, etc.) and automatic coercion of incoming data into the required types when possible (e.g., converting "102" into 102). Moreover, it validates whether the incoming data matches the predefined schema and raises an error if it does not. Thanks to these clearly defined schemas, the data can be quickly serialized into other formats such as JSON. Likewise, Pydantic also allows the creation of document fields with metadata that tools such as LLMs can inspect and utilize. The next code block defines the structure of the expected output using Pydantic. These are the data points that the model should extract from the CV image.class BasicCV(BaseModel): first_name: Optional[str] = Field(None, description="first name") last_name: Optional[str] = Field(None, description="last name") phone: Optional[str] = Field(None, description="Telephone number") email: Optional[str] = Field(None, description="Email address") birthday: Optional[str] = Field(None, description="Date of birth (e.g., YYYY-MM-DD)") Converting images to base64 Subsequently, the first function is defined for the script. The function encode_image_to_base64() does exactly what its name suggests. It loads an image and converts it into a base64 string, which is passed into the vLM later. Moreover, an upscaling factor has been integrated. Although no additional information is gained by simply increasing the height and width, in my experience, the results tend to improve, especially in situations where the original resolution of the image is low. def encode_image_to_base64(image_path: Path, upscale_factor: float = 1.0) -> str: with Image.open(image_path) as img: if upscale_factor != 1.0: new_size = (int(img.width * upscale_factor), int(img.height * upscale_factor)) img = img.resize(new_size, Image.LANCZOS) from io import BytesIO buffer = BytesIO() img.save(buffer, format="PNG") image_bytes = buffer.getvalue() return base64.b64encode(image_bytes).decode() Processing the CV with a vision language model Now, let’s move on to the main function of this script. The process_cv() function begins by initializing the Mistral interface using a previously generated API key. This model is then wrapped using the .with_structured_output(BasicCV) function, in which the Pydantic model defined above is passed as input. If you are using a different vLM, make sure that it supports structured output, as not all vLMs do. Afterwards, the input image is converted into a base64 (b64) string, which is then transformed into a Uniform Resource Identifier (URI) by attaching a metadata string in front of the b64 string. Next, a simple system prompt is defined, which leaves room for improvement in more complex extraction tasks but works perfectly for this scenario. Finally, the URI and system prompt are combined into a LangChain HumanMessage, which is passed to the structured vLM. The model then returns the requested information in the previously defined Pydantic format. def process_cv() -> BasicCV: image_path: Path, api_key: Optional[str] = None llm = ChatMistralAI( model="pixtral-12b-latest", mistral_api_key=api_key or MISTRAL_API_KEY, ) structured_llm = llm.with_structured_output(BasicCV) image_b64 = encode_image_to_base64(image_path) data_uri = f"data:image/png;base64,{image_b64}" system_text = ( "Extract only the following fields from this CV: first name, last name, " "telephone number, email address, and birthday. Return JSON matching the schema." ) message = HumanMessage( content=[ {"type": "text", "text": system_text}, {"type": "image_url", "image_url": data_uri}, ] ) result: BasicCV = structured_llm.invoke([message]) return result Running the script This function is executed by the main, where the path is defined and the final information is printed out. if __name__ == "__main__": image_file = Path("cv-test.png") cv_data = process_cv(image_file) print(f"First Name: {cv_data.first_name}") print(f"Last Name: {cv_data.last_name}") print(f"Phone: {cv_data.phone}") print(f"Email: {cv_data.email}") print(f"Birthday: {cv_data.birthday}") Conclusion This simple Python script provides only a first impression of how powerful and flexible vLMs have become. In combination with Pydantic and with the support of the powerful LangChain framework, vLMs can be turned into a meaningful solution for many document processing workflows, such as application processing or invoice handling. What experience have you had with vision Large Language Models? Do you have other fields in mind where such a workflow might be beneficial? Source Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Published via Towards AI

The Czech Factory Where Oskar Schindler Saved 1,200 Jews Is Now a Museum in Their Honor Under the stewardship of the Jewish family that owned the factory before World War II, the museum is reclaiming the dilapidated site and its dark history The Museum of Survivors is dedicated to the testimonies of the 1,200 Eastern European Jews who lived through the Holocaust with the help of German industrialist Oskar Schindler. The Arks Foundation The former textile factory where German industrialist Oskar Schindler employed and protected 1,200 Jews during the last years of World War II opened this past weekend as a museum dedicated to the stories and memories of survivors of the Holocaust in Eastern Europe. Located in the Czech town of Brnenec, nearly 100 miles southeast of Prague, the Museum of Survivors held its grand opening on May 10, just after the 80th anniversary of World War II’s end in Europe on May 8, 1945. Nearly a century before the factory came under Schindler’s ownership in the 1940s, it was a thriving textile mill owned by the Löw-Beers, a Jewish family from the region. As the Nazis encroached on Czechoslovakia in 1938, the Löw-Beers fled. The Nazis seized the factory, converting it into a munitions plant and later a branch of the Gross-Rosen concentration camp. Daniel Löw-Beer, the grandson of the factory’s last Jewish owner, set up the Arks Foundation in 2019 and spearheaded the effort to purchase the building and turn it into a site of memory. Making a Museum Watch on “We had to flee for our lives, lost a bit of our history, so putting a little bit of history back to a place and hopefully bringing out as well the history of Oskar Schindler and the village is what we’re doing today,” Löw-Beer tells the Associated Press’ Karel Janicek. At the opening weekend, Löw-Beer was joined by hundreds of guests, including descendants of Jews whom Schindler is credited with saving. “This is a place for education, to learn about our parents and how they lived,” Hadassa Bau, the daughter of survivor Joseph Bau, tells TVP World’s Alex Webber. While Schindler was born in Svitavy, a town just north of Brnenec, he spent much of the war running an enamel factory in Krakow, Poland, which employed Polish Jews who lived in the Krakow Ghetto and were later imprisoned in the Krakow-Plaszow concentration camp. As the Soviet Red Army collapsed the Nazi’s Eastern Front in 1944, Schindler’s clout as a member of the Nazi Party and an agent of the Abwehr, the German military-intelligence service, allowed him to shift his operations—along with a list of 1,000 Jewish prisoners he employed—to Brnenec. His list of names likely saved those Jews from mass murder at Auschwitz-Birkenau. After the Soviets liberated Brnenec, the Jewish survivors presented Schindler with a golden ring created out of melted-down gold from their teeth. It bore an inscription paraphrased from the Talmud: “Whoever saves one life saves the world entire.” Schindler’s actions earned him Yad Vashem’s Righteous Among the Nations medal and formed the basis of Thomas Keneally’s 1982 historical novel Schindler’s Ark, which in turn inspired Steven Spielberg’s 1993 movie Schindler’s List. Before it was purchased by Daniel Löw-Beer and his Arks Foundation in 2019, the factory had fallen into disrepair after decades of neglect. The Arks Foundation Margaret Keneally, the author’s daughter, was in attendance at the recent ceremony, and on behalf of her father, she delivered three documents for inclusion in the museum’s collections: original transcripts of interviews her father conducted with survivors; documents relating to the trial and execution of Krakow-Plaszow commandant Amon Göth; and portions of the original, hand-typed manuscript of her father’s book. “Part of the story he told will be here, and this place is an important part of continuing to tell that story,” she said, per Radio Prague International’s Danny Bate and Barbora Soukupová. Despite the ceremony, the Museum of Survivors is still a work in progress, and it doesn’t yet have regular visitation hours. Awaiting renovation are key sites like Schindler’s office; the barracks where SS troops lived; and the so-called Schindler’s Ark building, where the Jewish prisoners worked and lived, per the AP. For now, a transparent glass wall separates the ruins from the completed portions of the museum—a thin barrier that invites viewer’s contemplation about the ruins of history and the promises of the future. “It’s a universal place of survivors,” Löw-Beer tells the AP. “We want those stories to be told and people to make their own opinions.” Get the latest stories in your inbox every weekday.

Since founding Kadre Architects in 2022, Nerin Kadribegovic’s firm has garnered a reputation for doing a lot with a little. Case in point: standardized drawing sets for ADUs and an interim housing development wedged between highways. More recently, the Los Angeles practice transformed defunct storefront space in Compton into a social services hub. The Compton Community Center opened early this year. It offers case management services to individuals experiencing homelessness. Residents can go to the center for document procurement, connections to medical and behavioral health services, applications for vouchers, support for acclimating back to the job market, and other critical social services. A double-height vaulted space greets visitors upon entry. (Paul Vu) HOPICS is the service provider Kadre Architects worked with that now operates the 1,000-square-foot space. The space boasts vaulted ceilings, and bespoke wood creations that climb up the front facade, and hover above the backyard. The interiors are washed in natural light. The neo-postmodern architecture pulls from its context. To the community center’s left is a yellow apartment block and, to its right, a church with a pitched roof. The Compton Community Center was painted white and yellow, and the wooden lattice that’s attached to the front facade mimics the church’s slanted profile. The center is located between an apartment block and a church. (Paul Vu) The original storefront space had a modest 10-foot floor-to-ceiling height. After taking the commission, Kadre Architects uncovered concealed attics. The designers opened up the ceiling to create a double-height vaulted space with skylights. Asymmetric wooden desks staffed by HOPICS employees greet visitors upon entry. These bits were constructed out of laminated plywood, and mirror the geometric floor patterns. Custom shelving was also made of plywood. The interior palette makes generous use of bright white and yellow, a nod to the service provider’s brand colors, the adjoining buildings, and Kadre’s signature color-drenched spaces more broadly. The rear parking lot was converted into a courtyard garden and playground for visiting families. (Paul Vu) Aerial view of the rear courtyard, showing the heavy use of color. (Paul Vu) The lot Kadre Architects negotiated is long and narrow. The back was transformed into a vibrant, polychromatic courtyard employees and visitors can enjoy. Informal, outdoor meetings with case managers happen there. Playground equipment from a nearby housing project was installed in the courtyard garden for visiting families. Trees were planted, and slivers of existing asphalt were cut out and replaced with artificial turf, creating moments of green respite, the designers shared. This softens what was once a parking lot.

Latest   Machine Learning Parse Documents Including Images, Tables, Equations, Charts, and Code. 0 like May 14, 2025 Share this post Author(s): Ahmed Boulahia Originally published on Towards AI. Enhance Your RAG Pipeline by Using SmolDocling to Parse Complex Documents (Tables, Equations, Charts & Code) into Your Vector DBImage created by the authorVision + Structure: SmolDocling is a new 256M-parameter model that reads entire document pages and converts them into a rich DocTags markup format capturing content and layout.Compact & Fast: Despite its small size, it matches the accuracy of models 10–27× larger. It runs quickly (≈0.35s/page on an A100 GPU).Key Features: Built-in OCR with bounding boxes, formula/code recognition, table/chart parsing, list grouping, caption linking, etc., all in one end-to-end package. Have you ever tried to copy-paste text from a PDF research paper and ended up with gibberish, missing figures, or malformed equations? Complex documents are often packed with non-text elements like images, graphs, tables and math , that simple text-based AI can’t handle. SmolDocling aims to change that, it’s a multimodal AI model designed to process a whole page image and output a single, structured representation of everything on it. In this post, we’ll see why combining vision and language is essential for modern document AI, and how SmolDocling’s features set let it convert complex docs end-to-end. Traditional document AI often treated pages as “just text”. One common pattern was: run an OCR engine to get all the words (and their positions), then feed that into a text model. Systems like LayoutLM… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Published via Towards AI Towards AI - Medium Share this post

Check Out Jupiter’s Stunning Auroras, Which Are Hundreds of Times Brighter Than Earth’s, in the James Webb Telescope’s Latest Images The infrared views, captured in 2023, shed light on the giant planet’s atmosphere and magnetosphere—but they also reveal something unexpected These observations of Jupiter’s auroras (shown on the left of the above image) were captured with NASA's James Webb Space Telescope’s Near-Infrared Camera on December 25, 2023. NASA, ESA, CSA, STScI, Ricardo Hueso (UPV), Imke de Pater (UC Berkeley), Thierry Fouchet (Observatory of Paris), Leigh Fletcher (University of Leicester), Michael H. Wong (UC Berkeley), Joseph DePasquale (STScI), Jonathan Nichols (University of Leicester) In May 2024, powerful solar activity triggered jaw-dropping northern lights much farther south than usual, turning the sky mesmerizing shades of pink, green and purple over wide areas of the planet. But on Jupiter, auroras are hundreds of times brighter. Now, almost exactly a year since one of Earth’s most impressive light shows, researchers have released brilliant new images of Jupiter’s auroras, captured by the James Webb Space Telescope (JWST) on December 25, 2023. As detailed in a study published Monday in the journal Nature Communications, the images literally shed new light on the magnetosphere and atmosphere of our solar system’s largest planet. “What a Christmas present it was—it just blew me away!” study lead author Jonathan Nichols, a space physicist from the University of Leicester in England, says in a NASA statement. “We wanted to see how quickly the auroras change, expecting them to fade in and out ponderously, perhaps over a quarter of an hour or so. Instead, we observed the whole auroral region fizzing and popping with light, sometimes varying by the second.” Webb Captures Jupiter's Aurora Watch on On Earth, auroras occur when the sun pelts our planet with charged particles ejected in solar storms. These particles interact with gases in our upper atmosphere, making them glow in different colors. Earth’s magnetic sphere actually deflects these charged particles toward the planet’s poles—that’s why the resulting auroras are called the northern or southern lights. While solar storms contribute to auroras on Jupiter, the giant planet’s magnetic field also captures additional charged particles, such as those ejected by volcanoes on its moon Io, according to the statement. These particles get accelerated toward the poles at extreme speeds, then crash into the atmosphere, causing its gases to glow. “Think northern lights, but way bigger!” reads an X post from NASA. The JWST previously documented Jupiter’s auroras in 2022. Nichols and his colleagues analyzed infrared light emitted by a positively charged molecule called the trihydrogen cation (H3+), which can form in auroras. They revealed that the molecule’s emission fluctuates more than they’d previously theorized—an observation that, with more research, will provide insight into how Jupiter’s upper atmosphere heats up and cools down. NASA's James Webb Space Telescope's recent images of the auroras on Jupiter NASA, ESA, CSA, Jonathan Nichols (University of Leicester), Mahdi Zamani (ESA / Webb) The team also found something else unexpected: When they captured images at the same time in ultraviolet light with the Hubble Space Telescope, they realized the brightest infrared light imaged by JWST didn’t correspond with Hubble’s ultraviolet version. They thought the Hubble telescope would show evidence of the aurora-creating, high-energy cosmic particles slamming into Jupiter’s atmosphere—but it didn’t. “What we’re seeing is an incredibly bright afterglow with not much evidence of the original impact,” Nichols tells Mashable’s Elisha Sauers. “The explanation currently eludes us.” This suggests Jupiter had auroras without an onslaught of high-energy particles. Instead, its auroras seen by JWST might have come from a high number of very low-energy particles raining down on the atmosphere, “which was previously thought to be impossible,” Nichols adds in the statement. If that’s not the explanation, it suggests Jupiter’s atmosphere may have some dynamics that aren’t fully understood yet. Moving forward, the team plans to continue investigating this conundrum with more JWST observations and comparisons to data from NASA’s Juno spacecraft. Get the latest stories in your inbox every weekday.

Credit: Haley Henschel / Mashable My body refuses to fall asleep on planes, though not for lack of trying. I've stayed up late before flights, booked red-eyes, popped melatonin, ordered a couple glasses of red wine from the beverage cart — and yet there I sit, wide awake in my economy seat.I keep busy with in-flight entertainment. I'm not built to be raw-dogging flights, and that tiny seatback screen keeps me sane at 30,000 feet. If I can't binge last year's Oscar nominees or lock into a weird HBO documentaryKnowing this, my extremely brilliant and thoughtful husband gifted me a Twelve South AirFly Pro for Christmas last year. This cult-favorite gadget is a $49.99 Bluetooth adapter that lets you watch in-flight movies with my comfy Bose headphones. It's not a glamorous device — it's just a dongle with an aux cable — but this humble device takes some of the hassle out of flying. Truly, a miracle. I used the AirFly Pro for the first time on round-trip flights between Chicago and London this spring, and I'll never fly without it again. Better yet, it's on sale. Twelve South AirFly Pro $44.99 at Amazon $54.99 Save $10 Fly like a ProWhile wireless headphones and earbuds are vastly more popular than wired models nowadays, the airline industry hasn't adjusted accordingly. (United and Delta have added Bluetooth-enabled screens to some of their planes, but I personally have yet to find one.) So, to watch movies and shows on that seatback screen, you still have to plug in wired earphones with an old-fashioned 3.5mm audio jack.Some airlines hand out complimentary cheapo wired buds for long-haul flights, but they sound terrible and don't offer a lick of noise cancellation. The AirFly Pro exists to bridge the technology gap for a better in-flight entertainment experience. Mashable Top Stories Stay connected with the hottest stories of the day and the latest entertainment news. Sign up for Mashable's Top Stories newsletter By clicking Sign Me Up, you confirm you are 16+ and agree to our Terms of Use and Privacy Policy. Thanks for signing up! Credit: Haley Henschel / Mashable Setting up the AirFly Pro is ridiculously simple:Plug it into the screen or armrestPress and hold the power buttonTurn on your headphonesWait for them to connectAnd if you're traveling with someone, you can even pair it with both of your headphones at the same time. My AirFly Pro paired instantly with my Bose headphones and remembered them on my return flight.The AirFly Pro's audio sounded fine to me, and I never had connection issues. I did notice that in-flight announcements were a split-second delayed compared to the plane's PA system, but the sound and dialogue on movies always lined up perfectly. Related Stories Twelve South has the AirFly Pro rated at 25 hours of battery life, and that seemed accurate. Mine lasted the full eight-hour flight from Chicago to London, a few hours beyond that (because I forgot to turn it off), and then most of the way through my nine-hour return flight. When it finally died, 10 minutes of charging gave it enough battery for at least 30 more minutes before we landed. Credit: Haley Henschel / Mashable The biggest downsides to the AirFly Pro? The fact that you can't use it while it's charging, and that it's kind of expensive for a Bluetooth transmitter. That said, it works like a charm and feels like a future-proofed purchase, since planes probably aren't getting rid of their 3.5mm audio jacks anytime soon. Where to buy the AirFly Pro Credit: Haley Henschel / Mashable The $54.99 AirFly Pro (currently on sale for $44.99) comes with a soft travel pouch and a keyring cap in addition to its charger. For $20 less, you can pick up the AirFly SE, but you lose some battery life and dual listening mode.I've seen the AirFly line sold at airports before, but I'd recommend snagging one before you jet off on your next trip, as my Pro model is easy to find on sale. At the time of writing, Amazon had it on sale. You can also find them as part of some Bose QuietComfort Ultra headphone and earbud bundles. Shop the Twelve South AirFly line: Twelve South AirFly Pro $54.99 Twelve South AirFly SE $34.99 Twelve South AirFly Pro 2 $59.99 Topics Bluetooth Gadgets Haley Henschel Senior Shopping Reporter Haley Henschel is a Chicago-based Senior Shopping Reporter at Mashable who reviews and finds deals on popular tech, from laptops to gaming consoles and VPNs. She has years of experience covering shopping holidays and can tell you what’s actually worth buying on Black Friday and Amazon Prime Day. Her work has also explored the driving forces behind digital trends within the shopping sphere, from dupes to 12-foot skeletons.

ParalegalBlizzard EntertainmentIrvine California 92618 United States of America1 hour agoApplyTeam Name:LegalJob Title:ParalegalRequisition ID:R025341Job Description:Job Title: ParalegalLocation: IrvineAt Blizzard Entertainment, we are dedicated to creating the most epic entertainment experiences…ever, driven by our core values and passion, Blizzard creates worlds with the focus to entertain the universe!We are looking for an experienced, motivated, and highly organized legal professional to join our in-house legal team as a Paralegal. You’ll partner with a close-knit team and staff across the business to draft contracts and other documents, review and clear marketing and promotional materials, and establish clear and responsive communication with internal and external clients.What You’ll DoDraft various types of contracts, including ‘Work for Hire’ agreements, services agreements, advertising insertion orders, voice-actor and talent agreements, music agreements, marketing agreements, promotional agreements, license agreements, and non-disclosure agreementsReview and clear marketing and promotional materials relating to Blizzard’s games and distribution platform, including advertising assets, email marketing messages, videos, and website and mobile application assetsAssist with the preparation of contest rules, affidavits of eligibility,y and releasesPrepare written communications to internal and external contactsPartner closely with the US legal team and business; liaise as needed with international colleaguesEnsure compliance and adherence to proper protocols in all matters related to contract drafting, validation, and record keepingTake on special projects and other duties as requestedRequirementsA Bachelor’s degree or equivalent work experienceA paralegal certificate from an ABA-accredited program5+ years of experience in a professional legal role, preferably in a contract management or paralegal roleExtensive experience drafting a variety of agreements with an emphasis on entertainment and intellectual property contracts and licensesSignificant experience reviewing and clearing marketing and promotional materialsExceptional legal research and analytical skillsThe ability to independently handle multiple projects simultaneously and under a deadlineExcellent written and oral communication skillsStrong critical-thinking skillsImpeccable organizational skills, time-management abilities, and attention to detailThe ability to act with discretion when handling confidential mattersCommon sense, good judgment, and a desire to work hard in a fast-paced environmentExperience and proficiency in the use of Microsoft Word, Excel, PowerPoint, and OutlookAdvantagesExperience as a legal professional in a video game, entertainment, or media companyInternational experienceA passion for video gamesYour PlatformBest known for iconic video game universes including Warcraft®, Overwatch®, Diablo®, and StarCraft®, Blizzard Entertainment, Inc. (www.blizzard.com), a division of Activision Blizzard, which was acquired by Microsoft (NASDAQ: MSFT), is a premier developer and publisher of entertainment experiences. Blizzard Entertainment has created some of the industry’s most critically acclaimed and genre-defining games over the last 30 years, with a track record that includes multiple Game of the Year awards. Blizzard Entertainment engages tens of millions of players around the world with titles available on PC via Battle.net®, Xbox, PlayStation, Nintendo Switch, iOS, and Android.Our WorldActivision Blizzard, Inc., is one of the world's largest and most successful interactive entertainment companies and is at the intersection of media, technology and entertainment. We are home to some of the most beloved entertainment franchises including Call of Duty®, World of Warcraft®, Overwatch®, Diablo®, Candy Crush™ and Bubble Witch™. Our combined entertainment network delights hundreds of millions of monthly active users in 196 countries, making us the largest gaming network on the planet!Our ability to build immersive and innovative worlds is only enhanced by diverse teams working in an inclusive environment. We aspire to have a culture where everyone can thrive in order to connect and engage the world through epic entertainment. We provide a suite of benefits that promote physical, emotional and financial well-being for ‘Every World’ - we’ve got our employees covered!The videogame industry and therefore our business is fast-paced and will continue to evolve. As such, the duties and responsibilities of this role may be changed as directed by the Company at any time to promote and support our business and relationships with industry partners.We love hearing from anyone who is enthusiastic about changing the games industry. Not sure you meet all qualifications? Let us decide! Research shows that women and members of other under-represented groups tend to not apply to jobs when they think they may not meet every qualification, when, in fact, they often do! We are committed to creating a diverse and inclusive environment and strongly encourage you to apply.We are committed to working with and providing reasonable assistance to individuals with physical and mental disabilities. If you are a disabled individual requiring an accommodation to apply for an open position, please email your request to accommodationrequests@activisionblizzard.com. General employment questions cannot be accepted or processed here. Thank you for your interest. <We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, gender identity, age, marital status, veteran status, or disability status, among other characteristics.RewardsWe provide a suite of benefits that promote physical, emotional and financial well-being for ‘Every World’ - we’ve got our employees covered! Subject to eligibility requirements, the Company offers comprehensive benefits including:Medical, dental, vision, health savings account or health reimbursement account, healthcare spending accounts, dependent care spending accounts, life and AD&D insurance, disability insurance;401(k) with Company match, tuition reimbursement, charitable donation matching;Paid holidays and vacation, paid sick time, floating holidays, compassion and bereavement leaves, parental leave;Mental health & wellbeing programs, fitness programs, free and discounted games, and a variety of other voluntary benefit programs like supplemental life & disability, legal service, ID protection, rental insurance, and others;If the Company requires that you move geographic locations for the job, then you may also be eligible for relocation assistance.Eligibility to participate in these benefits may vary for part time and temporary full-time employees and interns with the Company. You can learn more by visiting https://www.benefitsforeveryworld.com/ .In the U.S., the standard base pay range for this role is $26.83 - $49.63 Hourly. These values reflect the expected base pay range of new hires across all U.S. locations. Ultimately, your specific range and offer will be based on several factors, including relevant experience, performance, and work location. Your Talent Professional can share this role’s range details for your local geography during the hiring process. In addition to a competitive base pay, employees in this role may be eligible for incentive compensation. Incentive compensation is not guaranteed. While we strive to provide competitive offers to successful candidates, new hire compensation is negotiable. Create Your Profile — Game companies can contact you with their relevant job openings. Apply

Microsoft 365 apps on Windows 10 will continue to receive updates after the company drops support for the older version of its desktop operating system. The Redmond-based tech giant recently updated its support page to announce that the Microsoft 365 apps (also known as Office apps) will continue to get security updates on Windows 10 until 2028. The company made a U-turn on its previous decision to drop support for these apps on the older OS version after October 14. Microsoft has been aggressively pushing businesses and individuals to upgrade to Windows 11. This is likely because the Copilot suite of artificial intelligence (AI) features is only available on the latest version of Windows.Microsoft Decides to Keep Updating Microsoft 365 Apps on Windows 10In its updated support article, the tech giant now says, “Microsoft will continue providing security updates for Microsoft 365 Apps on Windows 10 for three years after Windows 10 reaches end of support.” These will be available via the company's standard update channels, and end on October 10, 2028. The company said that the extension was provided to help maintain security while users transition to Windows 11.Even if users do not upgrade to Windows 11 after the support ends, they will be able to use the Office apps. However, as Microsoft notes in the document, using an unsupported operating system can cause performance and reliability issues. Further, without security updates, these systems are also vulnerable to malware, viruses, and hacking attempts.Microsoft has been aggressively pushing Windows 10 users to upgrade to the latest generation. At the Consumer Electronics Show (CES) 2025, the tech giant declared the ongoing year as “the year of the Windows 11 PC refresh.” The push is understandable, given that the company is heavily investing in Copilot+ PCs, which come equipped with a range of AI features.The company has also created subscription tiers for both enterprises and individuals to access these AI features. However, Microsoft will not be able to fully monetise its offerings unless its entire user base can access these features. But a marketing push might not be enough. According to The Verge, Microsoft has very strict hardware requirements for Windows 11, rendering millions of computers unable to upgrade to the latest operating system. The only way these users can switch to Windows 11 is if they purchase new PCs. For the latest tech news and reviews, follow Gadgets 360 on X, Facebook, WhatsApp, Threads and Google News. For the latest videos on gadgets and tech, subscribe to our YouTube channel. If you want to know everything about top influencers, follow our in-house Who'sThat360 on Instagram and YouTube. Further reading: Microsoft, Windows 10, Windows 11, Microsoft 365 Apps Akash Dutta Akash Dutta is a Senior Sub Editor at Gadgets 360. He is particularly interested in the social impact of technological developments and loves reading about emerging fields such as AI, metaverse, and fediverse. In his free time, he can be seen supporting his favourite football club - Chelsea, watching movies and anime, and sharing passionate opinions on food. More Related Stories

Key Takeaways A bill has been introduced that plans to verify the ownership and location of regulated processors and advanced AI tech. This would require companies like Nvidia, AMD, and Intel to embed location tracking functions into regulated products. This bold move appears highly questionable and could have long-term consequences on global trade. The US is planning to introduce legislation that would make it mandatory for manufacturers of high-performance AI processors to add geographical location tracking to their products. This is reportedly being done to stop advanced AI components from falling into the hands of China.  Remember, the US government has already placed several export restrictions on advanced AI chips, including Nvidia’s H100 and A100. However, this geographical tracking takes things a notch higher. As per reports, US officials are worried about increasing instances of AI tech smuggling, which means these chips ultimately end up in China in one way or another. The recently launched Hunyuan-Large AI model was also reportedly trained on Nvidia H20 GPUs, which are export-controlled. This reconfirms America’s fear of China using illegal channels to source these chips. This is why Senator Tom Cotton of Arkansas has introduced a bill that would allow the Commerce Secretary to impose location controls on these companies. The bill covers high-performance AI processors, including the GeForce RTX 4090 and RTX 5090, as well as other AI chips. The companies will be required to embed tracking technology in all high-end processor modules, including products that have already been developed. Companies will have six months to comply with these requirements after the bill is enacted. The US also suspects that China might procure these restricted chips from other export-free countries on the US list. That is why the bill aims to meticulously verify the ownership and location of regulated processors. In a nutshell, the US government has banned the export of certain products to China, and the products that are allowed to be exported will now be embedded with live location tracking. Location Tracking Might Be a Bit of an Overkill If this bill comes into force, a one-year study will be conducted jointly by the Department of Commerce and the Department of Defense to explore additional protective measures. The departments will also conduct annual assessments for three years after the bill becomes law. If the additional measures are considered appropriate, the Department of Commerce will work on them to finalize rules within the next two years. This means location tracking isn’t really the final nail in the coffin. The US might be planning to launch more such control measures in the next few years. While one can understand the rationale behind tracking the location of each US-made chip, this seems to be a bit of overkill. After all, such a ‘dictatorship’ move can be detrimental to free trade in the technology space. Companies like Nvidia, AMD, and Intel will have to spend billions to incorporate this technology, and even after that, they will have little control over whom they can sell to. It’s as good as the government tightening its control on these companies, which are essentially becoming playthings for the US government in the overall global foreign trade policy. Today, the US has a problem with China, so it’s implementing such draconian measures. Tomorrow, if there is a conflict between the US and the UK or the US and the EU, who’s to say that the government will not use this law to twist arms? Nvidia is expected to be hit the hardest. 13% of Nvidia’s total sales come from China, which is around $17 billion as of January 2025. Plus, the tech giant is already sitting on orders worth $18B in the current year. Image Credit – Finchat_io on Threads Furthermore, the company is already planning to export a downgraded version of the H20 chip with lower computing power, which will fall outside the purview of the proposed export controls. However, the US might very well block this move or require location tracking on these chips as well. Another issue with the proposed bill is the time period of the tracking. When does it stop? Does it stop at all? This could result in massive privacy scares, as retail customers using these trackable, tech-embedded products would, at all times, have their location exposed to the US authorities.  US Export Regulations Are in a Mess The US export policy is currently as confusing as it has ever been. With arbitrary tariff rate increases, export bans, and now location tracking, the US is leaving no stone unturned to ensure artificial intelligence supremacy. However, this is based on the assumption that China is totally reliant on the US for AI development, which is far from the truth. For instance, Huawei’s 910C GPU offers the same level of performance as Nvidia’s H100, which was released in 2022. To put it simply, China seems to be just three years behind the US when it comes to AI technology. Nvidia CEO Jensen Huang has also said that China is very close to the US. Plus, now that China has finally started to produce US-comparable chips, it may start catering to the global chip market and export its homemade AI chips to other countries. In that case, these strict regulations may backfire on the US, and it may end up losing a sizable chunk of the global market to China. So, this begs the question of whether such an extensive and restrictive export policy is actually needed. We have already seen how DeepSeek was built for a fraction of the cost of other AI models. So, China may catch up with the US sooner than expected. For now, we’ll wait to see if and when this bill comes into force. The concerned companies may also put forward their reservations, and clauses may be worked out before being set into writing. Krishi is a seasoned tech journalist with over four years of experience writing about PC hardware, consumer technology, and artificial intelligence.  Clarity and accessibility are at the core of Krishi’s writing style. He believes technology writing should empower readers—not confuse them—and he’s committed to ensuring his content is always easy to understand without sacrificing accuracy or depth. Over the years, Krishi has contributed to some of the most reputable names in the industry, including Techopedia, TechRadar, and Tom’s Guide. A man of many talents, Krishi has also proven his mettle as a crypto writer, tackling complex topics with both ease and zeal. His work spans various formats—from in-depth explainers and news coverage to feature pieces and buying guides.  Behind the scenes, Krishi operates from a dual-monitor setup (including a 29-inch LG UltraWide) that’s always buzzing with news feeds, technical documentation, and research notes, as well as the occasional gaming sessions that keep him fresh.  Krishi thrives on staying current, always ready to dive into the latest announcements, industry shifts, and their far-reaching impacts.  When he's not deep into research on the latest PC hardware news, Krishi would love to chat with you about day trading and the financial markets—oh! And cricket, as well. View all articles by Krishi Chowdhary Our editorial process The Tech Report editorial policy is centered on providing helpful, accurate content that offers real value to our readers. We only work with experienced writers who have specific knowledge in the topics they cover, including latest developments in technology, online privacy, cryptocurrencies, software, and more. Our editorial policy ensures that each topic is researched and curated by our in-house editors. We maintain rigorous journalistic standards, and every article is 100% written by real authors.