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WWW.THEVERGE.COMOpenAI tells judge it would buy Chrome from GoogleIf Google is forced to sell off Chrome, ChatGPT’s head of product told a judge today that OpenAI would be interested in buying the browser, Reuters reports. Google breaking off Chrome is a proposed remedy by the US Department of Justice in US v. Google, in which Judge Amit Mehta ruled last year that the company is a monopolist in online search. The remedies phase of the trial began on Monday. Google plans to appeal the ruling. The OpenAI exec, Nick Turley, also testified that OpenAI had contacted Google last year about a potential partnership that would allow ChatGPT to use Google’s search technology. ChatGPT can pull from Bing’s search information, and while Turley apparently did not specifically discuss Microsoft, he noted that OpenAI has had “significant quality issues” with a company referred to as “Provider No. 1,” according to Bloomberg. “We believe having multiple partners, and in particular Google’s API, would enable us to provide a better product to users,” OpenAI said in an email shown at the trial, Reuters says. Google chose not to partner with OpenAI, and Turley said that “we have no partnership with Google today.” OpenAI has also been working on its own search index, and while OpenAI originally wanted to have ChatGPT use it for 80 percent of searches by the end of 2025, the company now believes reaching that milestone will take years, Turley testified, according to Bloomberg.0 Комментарии 0 Поделились 20 Просмотры
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WWW.MARKTECHPOST.COMMeet VoltAgent: A TypeScript AI Framework for Building and Orchestrating Scalable AI AgentsVoltAgent is an open-source TypeScript framework designed to streamline the creation of AI‑driven applications by offering modular building blocks and abstractions for autonomous agents. It addresses the complexity of directly working with large language models (LLMs), tool integrations, and state management by providing a core engine that handles these concerns out-of-the-box. Developers can define agents with specific roles, equip them with memory, and tie them to external tools without having to reinvent foundational code for each new project. Unlike DIY solutions that require extensive boilerplate and custom infrastructure, or no-code platforms that often impose vendor lock-in and limited extensibility, VoltAgent strikes a middle ground by giving developers full control over provider choice, prompt design, and workflow orchestration. It integrates seamlessly into existing Node.js environments, enabling teams to start small, build single assistants, and scale up to complex multi‑agent systems coordinated by supervisor agents. The Challenge of Building AI Agents Creating intelligent assistants typically involves three major pain points: Model Interaction Complexity: Managing calls to LLM APIs, handling retries, latency, and error states. Stateful Conversations: Persisting user context across sessions to achieve natural, coherent dialogues. External System Integration: Connecting to databases, APIs, and third‑party services to perform real‑world tasks. Traditional approaches either require you to write custom code for each of these layers, resulting in fragmented and hard-to-maintain repositories, or lock you into proprietary platforms that sacrifice flexibility. VoltAgent abstracts these layers into reusable packages, so developers can focus on crafting agent logic rather than plumbing. Core Architecture and Modular Packages At its core, VoltAgent consists of a Core Engine package (‘@voltagent/core’) responsible for agent lifecycle, message routing, and tool invocation. Around this core, a suite of extensible packages provides specialized features: Multi‑Agent Systems: Supervisor agents coordinate sub‑agents, delegating tasks based on custom logic and maintaining shared memory channels. Tooling & Integrations: ‘createTool’ utilities and type-safe tool definitions (via Zod schemas) enable agents to invoke HTTP APIs, database queries, or local scripts as if they were native LLM functions. Voice Interaction: The ‘@voltagent/voice’ package provides speech-to-text and text-to-speech support, enabling agents to speak and listen in real-time. Model Control Protocol (MCP): Standardized protocol support for inter‑process or HTTP‑based tool servers, facilitating vendor‑agnostic tool orchestration. Retrieval‑Augmented Generation (RAG): Integrate vector stores and retriever agents to fetch relevant context before generating responses. Memory Management: Pluggable memory providers (in-memory, LibSQL/Turso, Supabase) enable agents to retain past interactions, ensuring continuity of context. Observability & Debugging: A separate VoltAgent Console provides a visual interface for inspecting agent states, logs, and conversation flows in real-time. Getting Started: Automatic Setup VoltAgent includes a CLI tool, ‘create-voltagent-app’, to scaffold a fully configured project in seconds. This automatic setup prompts for your project name and preferred package manager, installs dependencies, and generates starter code, including a simple agent definition so that you can run your first AI assistant with a single command. # Using npm npm create voltagent-app@latest my-voltagent-app # Or with pnpm pnpm create voltagent-app my-voltagent-app cd my-voltagent-app npm run dev Code Source At this point, you can open the VoltAgent Console in your browser, locate your new agent, and start chatting directly in the built‑in UI. The CLI’s built‑in ‘tsx watch’ support means any code changes in ‘src/’ automatically restart the server. Manual Setup and Configuration For teams that prefer fine‑grained control over their project configuration, VoltAgent provides a manual setup path. After creating a new npm project and adding TypeScript support, developers install the core framework and any desired packages: // tsconfig.json { "compilerOptions": { "target": "ES2020", "module": "NodeNext", "outDir": "dist", "strict": true, "esModuleInterop": true }, "include": ["src"] } Code Source # Development deps npm install --save-dev typescript tsx @types/node @voltagent/cli # Framework deps npm install @voltagent/core @voltagent/vercel-ai @ai-sdk/openai zod Code Source A minimal ‘src/index.ts’ might look like this: import { VoltAgent, Agent } from "@voltagent/core"; import { VercelAIProvider } from "@voltagent/vercel-ai"; import { openai } from "@ai-sdk/openai"; // Define a simple agent const agent = new Agent({ name: "my-agent", description: "A helpful assistant that answers questions without using tools", llm: new VercelAIProvider(), model: openai("gpt-4o-mini"), }); // Initialize VoltAgent new VoltAgent({ agents: { agent }, }); Code Source Adding an ‘.env’ file with your ‘OPENAI_API_KEY’ and updating ‘package.json’ scripts to include ‘”dev”: “tsx watch –env-file=.env ./src”‘ completes the local development setup. Running ‘npm run dev’ launches the server and automatically connects to the developer console. Building Multi‑Agent Workflows Beyond single agents, VoltAgent truly shines when orchestrating complex workflows via Supervisor Agents. In this paradigm, specialized sub‑agents handle discrete tasks, such as fetching GitHub stars or contributors, while a supervisor orchestrates the sequence and aggregates results: import { Agent, VoltAgent } from "@voltagent/core"; import { VercelAIProvider } from "@voltagent/vercel-ai"; import { openai } from "@ai-sdk/openai"; const starsFetcher = new Agent({ name: "Stars Fetcher", description: "Fetches star count for a GitHub repo", llm: new VercelAIProvider(), model: openai("gpt-4o-mini"), tools: [fetchRepoStarsTool], }); const contributorsFetcher = new Agent({ name: "Contributors Fetcher", description: "Fetches contributors for a GitHub repo", llm: new VercelAIProvider(), model: openai("gpt-4o-mini"), tools: [fetchRepoContributorsTool], }); const supervisor = new Agent({ name: "Supervisor", description: "Coordinates data gathering and analysis", llm: new VercelAIProvider(), model: openai("gpt-4o-mini"), subAgents: [starsFetcher, contributorsFetcher], }); new VoltAgent({ agents: { supervisor } }); Code Source In this setup, when a user inputs a repository URL, the supervisor routes the request to each sub-agent in turn, gathers their outputs, and synthesizes a final report, demonstrating VoltAgent’s ability to structure multi-step AI pipelines with minimal boilerplate. Observability and Telemetry Integration Production‑grade AI systems require more than code; they demand visibility into runtime behavior, performance metrics, and error conditions. VoltAgent’s observability suite includes integrations with popular platforms like Langfuse, enabling automated export of telemetry data: import { VoltAgent } from "@voltagent/core"; import { LangfuseExporter } from "langfuse-vercel"; export const volt = new VoltAgent({ telemetry: { serviceName: "ai", enabled: true, export: { type: "custom", exporter: new LangfuseExporter({ publicKey: process.env.LANGFUSE_PUBLIC_KEY, secretKey: process.env.LANGFUSE_SECRET_KEY, baseUrl: process.env.LANGFUSE_BASEURL, }), }, }, }); Code Source This configuration wraps all agent interactions with metrics and traces, which are sent to Langfuse for real-time dashboards, alerting, and historical analysis, equipping teams to maintain service-level agreements (SLAs) and quickly diagnose issues in AI-driven workflows. VoltAgent’s versatility empowers a broad spectrum of applications: Customer Support Automation: Agents that retrieve order status, process returns, and escalate complex issues to human reps, all while maintaining conversational context. Intelligent Data Pipelines: Agents orchestrate data extraction from APIs, transform records, and push results to business intelligence dashboards, fully automated and monitored. DevOps Assistants: Agents that analyze CI/CD logs, suggest optimizations, and even trigger remediation scripts via secure tool calls. Voice‑Enabled Interfaces: Deploy agents in kiosks or mobile apps that listen to user queries and respond with synthesized speech, enhanced by memory for personalized experiences. RAG Systems: Agents that first retrieve domain‑specific documents (e.g., legal contracts, technical manuals) and then generate precise answers, blending vector search with LLM generation. Enterprise Integration: Workflow agents that coordinate across Slack, Salesforce, and internal databases, automating cross‑departmental processes with full audit trails. By abstracting common patterns, tool invocation, memory, multi‑agent coordination, and observability, VoltAgent reduces integration time from weeks to days, making it a powerful choice for teams seeking to infuse AI across products and services. In conclusion, VoltAgent reimagines AI agent development by offering a structured yet flexible framework that scales from single-agent prototypes to enterprise-level multi-agent systems. Its modular architecture, with a robust core, rich ecosystem packages, and observability tooling, allows developers to focus on domain logic rather than plumbing. Whether you’re building a chat assistant, automating complex workflows, or integrating AI into existing applications, VoltAgent provides the speed, maintainability, and control you need to bring sophisticated AI solutions to production quickly. By combining easy onboarding via ‘create-voltagent-app’, manual configuration options for power users, and deep extensibility through tools and memory providers, VoltAgent positions itself as the definitive TypeScript framework for AI agent orchestration, helping teams deliver intelligent applications with confidence and speed. Sources Sana HassanSana Hassan, a consulting intern at Marktechpost and dual-degree student at IIT Madras, is passionate about applying technology and AI to address real-world challenges. With a keen interest in solving practical problems, he brings a fresh perspective to the intersection of AI and real-life solutions.Sana Hassanhttps://www.marktechpost.com/author/sana-hassan/Decoupled Diffusion Transformers: Accelerating High-Fidelity Image Generation via Semantic-Detail Separation and Encoder SharingSana Hassanhttps://www.marktechpost.com/author/sana-hassan/A Code Implementation of a Real‑Time In‑Memory Sensor Alert Pipeline in Google Colab with FastStream, RabbitMQ, TestRabbitBroker, PydanticSana Hassanhttps://www.marktechpost.com/author/sana-hassan/LLMs Still Struggle to Cite Medical Sources Reliably: Stanford Researchers Introduce SourceCheckup to Audit Factual Support in AI-Generated ResponsesSana Hassanhttps://www.marktechpost.com/author/sana-hassan/Stanford Researchers Propose FramePack: A Compression-based AI Framework to Tackle Drifting and Forgetting in Long-Sequence Video Generation Using Efficient Context Management and Sampling0 Комментарии 0 Поделились 21 Просмотры
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WWW.IGN.COMFour New Vinyl Soundtracks Are Up for Pre-Order at IGN StoreVinyl has made a huge resurgence over the years, and more soundtracks are being released than ever before. It's very common nowadays to see game soundtracks receive a vinyl release at launch or at least a while thereafter. Starting today, IGN Store has opened pre-orders for four new vinyl soundtracks. If you're a fan of The Legend of Zelda, Cuphead, Stray, or Destiny, you do not want to miss these items.Ocarina of Time, Destiny, Cuphead, and Stray Vinyl Now Available to Pre-OrderCuphead - Deluxe Soundtrack - 4LP Vinyl$100.00 at IGN StoreDestiny 2 - Volume 1 Original Game Soundtrack - 2 LP Vinyl$43.98 at IGN StoreHero of Time - Music from The Legend of Zelda Ocarina of Time - 2LP Vinyl$42.99 at IGN StoreStray - Soundtrack - 2 LP Vinyl$42.99 at IGN StoreFirst up is the new Hero of Time - Music from The Legend of Zelda: Ocarina of Time 2xLP Vinyl. This release includes music by the 64-piece Slovak National Symphony Orchestra, with the pressing on green & purple rupee vinyl. There's also the Cuphead Deluxe Soundtrack, which features 1930s era-specific packaging and almost three hours total of music. This 4xLP set is sure to please any fan of jazz or challenging platformers.Next, the Destiny 2 Volume 1 Original Game Soundtrack Vinyl is perfect for fans of Bungie's online game. This 2xLP set contains original music from Destiny 2's inaugural campaign, "The Red War," with a code included to redeem an exclusive Destiny 2 Profile Emblem. Finally, a new release of the Stray Original Soundtrack is available to pre-order! Composer Yann Van Der Cruyssen managed to capture the distinct cyberpunk nature of the BlueTwelve Studios game, with eerie and desolate melodies that are captured with synths. This 2xLP set is pressed on 180g audiophile black vinyl and features a gatefold jacket housed in an elegant slipcase with holofoil spécialité.If you're looking for more game vinyl soundtracks, IGN Store also recently opened pre-orders on six different Persona vinyl soundtracks. This includes Persona Q - Shadow of Labyrinth, Persona 4 Arena, Persona 3 Reload, Persona 4, and Persona 5. Each of these new vinyl releases is part of the new iam8bit 20th Anniversary Collection, so they won't be here forever. Be sure to head over to IGN Store today so you don't miss out on these items!About IGN StoreIGN Store sells high-quality merch, collectibles, and shirts for everything you're into. It's a shop built with fans in mind: for all the geek culture and fandom you love most. Whether you're into comics, movies, anime, games, retro gaming or just want some cute plushies (who doesn't?), this store is for you!0 Комментарии 0 Поделились 20 Просмотры
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WWW.IGN.COMThe Samsung 990 Evo Plus 2TB and 4TB SSDs Are On Sale Today: Great for PS5 and Gaming PCsSamsung's newest SSD - the Samsung 990 Evo Plus PCIe 4.0 M.2 NVMe solid state drive - is on sale today. Pick up the 2TB model for $129.99 or, if you can swing it, the 4TB model is also discounted to $255. It's currently $40-$70 cheaper than the Samsung 990 Pro and most (if not all) gamers won't notice the difference in performance.Samsung 990 Evo Plus 2TB PS5 SSD for $129.994TB for $259.99Samsung 990 Evo Plus 2TB PCIe Gen 4x4 M.2 SSDSamsung 990 Evo Plus 4TB PCIe Gen 4x4 M.2 SSDThe Samsung 990 Evo Plus is an excellent drive for both your gaming PC and your PlayStation 5 console. It exceeds Sony's minimim speed recommendation for the PS5, boasting sequential speeds of up to 7,250 read and 6,300MB/s write. This is a much faster drive than the 990 Evo non-Pro but not quite as fast as the 990 Pro. The main difference between this drive and the more expensive 990 Pro is that this is a DRAM-less drive. For PS5 performance, it makes no difference. For gaming PCs, the 990 Evo Plus supports HMB (host memory buffer), which makes up for the lack of DRAM by using an inconsequential amount of RAM from your system memory. Gamers will not notice any difference between the two.The Samsung 990 Evo Plus does not have a preinstalled heatsink. However, the 990 Evo Plus SSD is a newer single-sided SSD design that is power efficient and doesn't generate as much heat as SSDs from before. That means you probably don't need to use a heatsink and it should still work perfectly fine in a PS5 console without any thermal throttling. That said, you certainly could for peace of mind and I wouldn't see any disadvantage to that aside from spending an extra $7.More SSDs for PS5Looking for more options? Check out our favorite PS5 SSDs for the PS5 console.Corsair MP600 PRO LPXSee it at AmazonCrucial T500 See it at AmazonWD_Black P40See it at AmazonLexar NM790See it at AmazonWhy Should You Trust IGN's Deals Team?IGN's deals team has a combined 30+ years of experience finding the best discounts in gaming, tech, and just about every other category. We don't try to trick our readers into buying things they don't need at prices that aren't worth buying something at. Our ultimate goal is to surface the best possible deals from brands we trust and our editorial team has personal experience with. You can check out our deals standards here for more information on our process, or keep up with the latest deals we find on IGN's Deals account on Twitter.Eric Song is the IGN commerce manager in charge of finding the best gaming and tech deals every day. When Eric isn't hunting for deals for other people at work, he's hunting for deals for himself during his free time.0 Комментарии 0 Поделились 23 Просмотры
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9TO5MAC.COMApple releases public beta 2 for macOS 15.5, iPadOS 18.5, and moreApple has new public beta software available for testing now. Public beta 2 just debuted for macOS Sequoia 15.5, iPadOS 18.5, tvOS 18.5, and more. Public beta 2 for macOS 15.5 and more now available Last week, Apple’s first public betas for the next wave of software releases arrived. macOS 15.5, iPadOS 18.5, and more launched in public beta after the updates had already been available for developers for a couple of weeks. Those initial developer betas were fairly buggy in my experience, so it’s unsurprising Apple didn’t ship them to the public. Now, however, public beta 2 for Apple’s various platforms is here—just one day after new developer builds. Unfortunately, in our testing so far, no new features or noteworthy changes have been discovered. The two updates to Apple’s Mail app present in last week’s betas remain the only real feature updates of this current software wave. Bug fixes and under-the-hood tweaks seem to be the focus. Apple could always have surprises in store for closer to the public launch. That happens occasionally with new software versions that otherwise seem devoid of changes in the beta. Since so little seems to be changing in macOS 15.5, iPadOS 18.5, and the other updates, it’s very possible we’ll see a shorter than usual testing cycle. In that case, public launches could arrive in early to mid-May. If you want to install the new versions sooner, you can join Apple’s beta software program via its website. Have you discovered any changes in iPadOS 18.5, macOS 15.5, or other public beta 2 updates? Let us know in the comments. Best Mac and iPad accessories Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.You’re reading 9to5Mac — experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Don’t know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel0 Комментарии 0 Поделились 29 Просмотры
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9TO5GOOGLE.COMGoogle Fi turns 10 with international 5G & visual voicemail for iPhone, data-only eSIMProject Fi was announced 10 years ago, and Google is celebrating the MVNO’s birthday with a handful of updates for iPhone and iPad owners. The Google Fi Wireless set-up process on iPhone is getting simpler. You no longer have to manually enter carrier information to get service up and running. The actual activation period is also getting faster. On the calling front, voicemail will soon be integrated into the Phone app. At the moment, you have to check the Google Fi app, with visual voicemail rolling out in the coming weeks. When traveling, iPhone owners on the Unlimited Premium (renamed) and Flexible plans can now access international 5G service in 92 countries. Google Fi previously only offered this capability on Android devices. Meanwhile, Google is adding support for data-only eSIMs. This is catered towards tablets, with recent iPads dropping the physical SIM card slot. However, you’ll be able to download a data-only eSIM to phones that you don’t want to issue a number for. This set-up process just involves scanning a QR code. Last month, Apple enabled RCS on Google Fi and other T-Mobile MVNOs. This addressed a big Fi limitation, with iOS subscribers next turning their attention to Apple Watch. The Fi team tells us that it wants to support the Apple Watch, but the activation process is proprietary and something it cannot do alone. In the case of RCS, Google Fi had to wait on Apple. This is unfortunate as Android users can add supported Wear OS smartwatches to their plan without paying a separate fee. Google Fi today also announced a new entry-level $35 and increased data limits on all other plans. You can read more about that here. Add 9to5Google to your Google News feed. FTC: We use income earning auto affiliate links. More.You’re reading 9to5Google — experts who break news about Google and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Google on Twitter, Facebook, and LinkedIn to stay in the loop. Don’t know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel0 Комментарии 0 Поделились 27 Просмотры
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FUTURISM.COMPassengers Alarmed as Self-Driving Car Kidnaps Them, Refuses to Let Them ExitSelf-driving cars have been given the green light in over 50 countries and 41 US states — but in reality, that doesn't mean they're ready to hit the pavement.Take that from Becky Navarro of Austin, Texas, who says she found herself stuck in the middle of an express loop when her self-driving Waymo taxi decided it needed a break. After stopping, the vehicle seemed to offer no way for Navarro and her passengers to leave, effectively trapping the group on an active highway as cars whipped past.Navarro, who detailed her wild ride on TikTok, said the incident started when the Waymo went haywire, whisking the group off in the opposite direction they needed to go.Luckily, Waymo riders can contact live customer support for incidents that happen during their ride. Unfortunately, the remote agent didn't do much — and by the sound of it, couldn't have even if he wanted to.Once customer service was called, Navarro says the car stopped in the middle of a lane under MoPac — an infamous toll-loop running along the west side of Austin. MoPac is frequently listed among the most dangerous highways in the city, and is so notorious it spawned its own viral parody account on X-formerly-Twitter, Evil Mopac."So then we're talking to customer support," Navarro explains, "we kept saying, 'hey we're on the highway, please, like move the car.' Cars kept honking at us and it would not move, would not let us out."Video from within the Waymo shows the group arguing with a live support agent as a screen prompts riders to "please exit now," all while an autonomous voice continuously chimes "vehicle approaching" at each passing car. "I understand, but we don't have a way to just physically move the cars," the agent stammers as the women ask to leave.Though Waymo's user guide has no advice on how to exit its vehicles in an emergency, some social media users suggest that pulling the door handle twice is the key to exiting in situations like these. Whether Navarro and her friends were truly locked in or just unaware of the exit mechanism is unknown.To the agent's credit, exiting onto a high-speed MoPac ramp isn't exactly the safest option, though it does pose the question of why the Waymo parked itself there in the first place. And from a practical standpoint, why is trapping riders inside the only option when Waymo's self-driving cars go haywire?Earlier this year, a man experienced a similar incident when a Waymo car began driving in endless circles around a parking lot in Phoenix, Arizona."I've got my seatbelt on, I can't get out of the car," the driver said from the backseat of the Waymo. "Has this been hacked?"Given the glitchy state of self-driving tech — and the life or death stakes involved — you wouldn't be nuts for wondering why these things are allowed on roads at all.As far back as 2011, state governments have been slashing red tape to allow companies to "live test" self-driving cars on public roads, a move often used to court high-value tech companies to open operations in states like Nevada and Arizona.Under the Trump administration, the already fractured regulatory landscape is poised to relax even further, meaning profit-seeking companies like Waymo, Uber, and Tesla will be given even more power to fill our streets with error-prone cars like the ones Navarro experienced in Austin.That regulatory handover has consequences. Autonomous vehicles have already clocked 617 crashes in the US, 21 percent of which occurred with something other than a car — meaning cyclists, pedestrians, and objects on the side of the road. Between May and September of 2022 alone, self-driving cars racked up a whopping 11 fatalities.Contrast this to a country with strong automotive regulation like China, which imposed strict controls over self-driving advertising and software after an autonomous vehicle accident killed three college students in 2024.Given the current state of things, it's clearly time to pump the brakes on self-driving cars, even if that means further delaying shareholder profit. After all, you can't put a price on human lives.More on self-driving cars: An Internal Tesla Analysis Found the Robotaxi Would Lose Money, and You'll Never Guess What Elon Musk Did in ResponseShare This Article0 Комментарии 0 Поделились 26 Просмотры
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WEWORKREMOTELY.COMContra: Webflow DeveloperWe’re looking for a skilled Webflow Developer to help bring our brand to life online. You’ll be responsible for designing and building responsive Webflow templates that look great and perform even better. Your work will directly impact how users experience our site by making it fast, polished, and on-brand. What You’ll DoDesign and develop responsive Webflow templates that align with our visual and functional goalsWork closely with the design team to translate concepts into cohesive, high-quality layoutsOptimize for performance, responsiveness, and scalability across all devicesTroubleshoot and resolve Webflow-related issues efficientlyKeep clear, up-to-date documentation of development workflows and best practices Apply NowLet's start your dream job Apply now Meet JobCopilot: Your Personal AI Job HunterAutomatically Apply to Remote Full-Stack Programming JobsJust set your preferences and Job Copilot will do the rest-finding, filtering, and applying while you focus on what matters. Activate JobCopilot Contra View company Jobs posted: 416 Tired of Applying to Jobs Manually?Let JobCopilot do it for you.No more spreadsheets. No more copy-pasting. Just set your preferences and let your Al copilot search, match, and apply to jobs while you sleep.Applies for jobs that actually match your skillsTailors your resume and cover letter automaticallyWorks 24/7-so you don't have to Activate JobCopilot0 Комментарии 0 Поделились 26 Просмотры
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WWW.TECHNOLOGYREVIEW.COMInside-out learningWhen the prison doors first closed behind him more than 50 years ago, Lee Perlman, PhD ’89, felt decidedly unsettled. In his first job out of college, as a researcher for a consulting company working on a project for the US Federal Bureau of Prisons, he had been tasked with interviewing incarcerated participants in a drug rehab program. Once locked inside, he found himself alone in a room with a convicted criminal. “I didn’t know whether I should be scared,” he recalls. Since then, he has spent countless hours in such environments in his role as a teacher of philosophy. He’s had “very, very few experiences” where he felt unsafe in prisons over the years, he says. “But that first time you go in, you do feel unsafe. I think that’s what you should feel. That teaches you something about what it feels like for anybody going into prison.” As a lecturer in MIT’s Experimental Study Group (ESG) for more than 40 years, Perlman has guided numerous MIT students through their own versions of that passage through prison doors. He first began teaching in prisons in the 1980s, when he got the idea of bringing his ESG students studying nonviolence into the Massachusetts Correctional Institution at Norfolk to talk with men serving life sentences. The experience was so compelling that Perlman kept going back, and since the early 2000s he has been offering full courses behind bars. In 2018, Perlman formalized these efforts by cofounding the Educational Justice Institute (TEJI) at MIT with Carole Cafferty, a former corrections professional. Conceived both to provide college-level education with technology access to incarcerated individuals and to foster empathy and offer a window into the criminal justice system for MIT students, TEJI creates opportunities for the two groups to learn side by side. “There’s hard data that there’s nothing that works like education to cut recidivism, to change the atmosphere within a prison so prisons become less violent places.” Lee Perlman, PhD ’89 “We believe that there are three fundamental components of education that everybody should have, regardless of their incarceration status: emotional literacy, digital literacy, and financial literacy,” says Cafferty. TEJI offers incarcerated students classes in the humanities, computer science, and business, the credits from which can be applied toward degrees from private universities and community colleges. The emotional literacy component, featuring Perlman’s philosophy courses, is taught in an “inside-out” format, with a mixed group of incarcerated “inside” students and “outside” classmates (from MIT and other universities where TEJI courses are sometimes cross-listed). “I’ve been really torn throughout my life,” Perlman says, “between this part of me that would like to be a monk and sit in a cave and read books all day long and come out and discuss them with other monks, and this other half of me that wants to do some good in the world, really wants to make a difference.” Behind prison walls, the concepts he relishes discussing—love, authenticity, compassion—have become his tools for doing that good. TEJI also serves as a convener of people from academia and the criminal justice system. Within MIT, it works with the Sloan School of Management, the Music and Theater Arts Section, the Priscilla King Gray Public Service Center, and others on courses and special prison-related projects. And by spearheading broader initiatives like the Massachusetts Prison Education Consortium and the New England Commission on the Future of Higher Education in Prison, TEJI has helped lay the groundwork for significant shifts in how incarcerated people across the region and beyond prepare to rejoin society. “Lee and I both share the belief that education can and should be a transformative force in the lives of incarcerated people,” Cafferty says. “But we also recognize that the current system doesn’t offer a lot of opportunities for that.” Through TEJI, they’re working to create more. Perlman didn’t set out to reform prison education. “There’s never been any plan,” he says. “Before I was an academic I was a political organizer, so I have that political organizer brain. I just look for … where’s the opening you can run through?” Before earning his PhD in political philosophy, Perlman spent eight years making his mark on Maryland’s political scene. At age 28, he came up short by a few hundred votes in a primary for the state senate. In the late 1970s, Perlman says, he was named one of 10 rising stars in Maryland politics by the Baltimore Sun and one of the state’s most feared lobbyists by Baltimore Magazine because he got lawmakers to “do things they’d be perfectly willing to leave alone,” as he puts it, like pass election reform bills. The legislators gave him the nickname Wolfman, “probably just because I had a beard,” he says, “but it kind of grew to mean other things.” Perlman still has the beard. Working in tandem with Cafferty and others, he’s also retained his knack for nudging change forward. Lee Perlman, PhD ’89, and Philip Hutchful, an incarcerated student, take part in the semester’s final meeting of Perlman’s “inside-out” class Nonviolence as a Way of Life at the Boston Pre-Release Center.JAY DIAS/MASSACHUSETTS DEPARTMENT OF CORRECTION Cafferty understands, better than most, how difficult that can be in the prison system. She held numerous roles in her 25-year corrections career, ultimately serving as superintendent of the Middlesex Jail and House of Correction, where she oversaw the introduction of the first tablet-based prison literacy program in New England. “I used to say someday when I write a book, it’s going to be called Swimming Against the Tide,” she says. In a correctional environment, “safety and security come first, always,” she explains. “Programming and education are much further down the list of priorities.” TEJI’s work pushes against a current in public opinion that takes a punitive rather than rehabilitative view of incarceration. Some skeptics see educating people in prison as rewarding bad deeds. “Out in the world I’ve had people say to me, ‘Maybe I should commit a crime so I can get a free college education,’” says Perlman. “My general response is, well, you really have one choice here: Do you want more crime or less crime? There’s hard data that there’s nothing that works like education to cut recidivism, to change the atmosphere within a prison so prisons become less violent places. Also, do you want to spend more or do you want to spend less money on this problem? For every dollar we spend on prison education and similar programs, we save five dollars.” The research to which Perlman refers includes a 2018 RAND study, which found that participants in correctional education programs in the US were 28% less likely to reoffend than their counterparts who did not participate. It’s a powerful number, considering that roughly 500,000 people are released from custody each year. Perlman has such statistics at the ready, as he must. But talk to him for any amount of time and the humanity behind the numbers is what stands out. “There is a sizable group of people in prison who, if society was doing a better job, would have different lives,” he says, noting that “they’re smart enough and they have character enough” to pull it off: “We can make things happen in prison that will put them on a different path.” “Most of the people I teach behind bars are people that have had terrible experiences with education and don’t feel themselves to be very capable at all,” he says. So he sometimes opens his class by saying: “Something you probably wouldn’t guess about me is that I failed the 11th grade twice and dropped out of high school. And now I have a PhD from MIT and I’ve been teaching at MIT for 40 years. So you never know where life’s gonna lead you.” Though Perlman struggled to find his motivation in high school, he “buckled down and learned how much I loved learning,” as he puts it, when his parents sent him to boarding school to finish his diploma. He went on to graduate from St. John’s College in Annapolis, Maryland. Growing up in Michigan in the 1960s, he’d learned about fair housing issues because his mother was involved with the civil rights movement, and he lived for a time with a Black family that ran a halfway house for teenage girls. By the time he took that first job interviewing incarcerated former drug addicts, he was primed to understand their stories within the context of poverty, discrimination, and other systemic factors. He began volunteering for a group helping people reenter society after incarceration, and as part of his training, he spent a night booked into jail. “I didn’t experience any ill treatment,” he says, “but I did experience the complete powerlessness you have when you’re a prisoner.” Jocelyn Zhu ’25 took a class with Perlman in the fall of 2023 at the Suffolk County House of Correction, and entering the facility gave her a similar sense of powerlessness. “We had to put our phones away, and whatever we were told to do we would have to do, and that’s not really an experience that you’re in very often as a student at MIT,” says Zhu. “There was definitely that element of surrender: ‘I’m not in charge of my environment.’” On the flip side, she says, “because you’re in that environment, the only thing you’re doing while you’re there is learning—and really focusing in on the discussion you’re having with other students.” “I call them the ‘philosophical life skills’ classes,” says Perlman, “because there are things in our lives that everybody should sit down and think through as well as they can at some point.” He says that while those classes work fine with just MIT students, being able to go into a prison and talk through the same issues with people who have had very different life experiences adds a richness to the discussion that would be hard to replicate in a typical classroom. He recalls the first time he broached the topic of forgiveness in a prison setting. Someone serving a life sentence for murder put things in a way Perlman had never considered. He remembers the man saying: “What I did was unforgivable. If somebody said ‘I forgive you for taking my child’s life,’ I wouldn’t even understand what that meant. For me, forgiveness means trying, at least … to regard me as somebody who’s capable of change … giving me the space to show you that I’m not the person who did that anymore.’” Perlman went home and revised his lecture notes. “I completely reformulated my conception of forgiveness based on that,” he says. “And I tell that story every time I teach the class.” The meeting room at the minimum-security Boston Pre-Release Center is simply furnished: clusters of wooden tables and chairs, a whiteboard, some vending machines. December’s bare branches are visible through a row of windows that remain closed even on the warmest of days (“Out of Bounds,” warns a sign taped beside them). This afternoon, the room is hosting one of Perlman’s signature classes, Nonviolence as a Way of Life. To close the fall 2024 semester, he has asked his students to creatively recap four months of Thursdays together. Before long, the students are enmeshed in a good-natured showdown, calling out letters to fill in the blanks in a mystery phrase unfolding on the whiteboard. Someone solves it (“An eye for an eye makes the world go blind”) and scores bonus points for identifying its corresponding unit on the syllabus (Restorative Justice). “It’s still anybody’s game!” announces the presenting student, Jay Ferran, earning guffaws with his spot-on TV host impression. Ferran and the other men in the room wearing jeans are residents of the Pre-Release Center. They have shared this class all semester with undergrad and grad students from MIT and Harvard (who are prohibited from wearing jeans by the visitor dress code). Before they all part ways, they circle up their chairs one last time. “Humor can be a defense mechanism, but it never felt that way in here,” says Isabel Burney, a student at the Harvard Graduate School of Education. “I really had a good time laughing with you guys.” “I appreciate everyone’s vulnerability,” says Jack Horgen ’26. “I think that takes a lot of grace, strength, and honesty.” “I’d like to thank the outside students for coming in and sharing as well,” says Ferran. “It gives a bit of freedom to interact with students who come from the outside. We want to get on the same level. You give us hope.” After the room has emptied out, Ferran reflects further on finding himself a college student at this stage in his life. Now in his late 40s, he dropped out of high school when he became a father. “I always knew I was smart and had the potential, but I was a follower,” he says. As Ferran approaches the end of his sentence, he’s hoping to leverage the college credits he’s earned so far into an occupation in counseling and social work. His classmate Philip Hutchful, 35, is aiming for a career in construction management. Access to education in prison “gives people a second chance at life,” Hutchful says. “It keeps your mind busy, rewires your brain.” JAY DIAS/MASSACHUSETTS DEPARTMENT OF CORRECTION JAY DIAS/MASSACHUSETTS DEPARTMENT OF CORRECTION JAY DIAS/MASSACHUSETTS DEPARTMENT OF CORRECTION MIT undergrads Denisse Romero Cruz ’25, Jack Horgen ’26, and Alor Sahoo ’26 at the final session of Perlman’s Nonviolence as a Way of Life class at the Boston Pre-Release Center. Along with about 45% of the Boston Pre-Release Center’s residents, Ferran and Hutchful are enrolled in the facility’s School of Reentry, which partners with MIT and other local colleges and universities to provide educational opportunities during the final 12 to 18 months of a sentence. “We have seen a number of culture shifts for our students and their families, such as accountability, flexible thinking, and curiosity,” says the program’s executive director, Lisa Millwood. There are “students who worked hard just so they can proudly be there to support their grandchildren, or students who have made pacts with their teenage children who are struggling in school to stick with it together.” Ferran and Hutchful had previously taken college-level classes through the School of Reentry, but the prospect of studying alongside MIT and Harvard students raised new qualms. “These kids are super smart—how can I compete with them? I’m going to feel so stupid,” Ferran remembers thinking. “In fact, it wasn’t like that at all.” “We all had our own different types of knowledge,” says Hutchful. Both Ferran and Hutchful say they’ve learned skills that they’ll put to use in their post-release lives, from recognizing manipulation to fostering nonviolent communication. Hutchful especially appreciates the principle that “you need to attack the problem, not the person,” saying, “This class teaches you how to deal with all aspects of people—angry people, impatient people. You’re not being triggered to react.” Perlman has taught Nonviolence as a Way of Life nearly every semester since TEJI launched. Samuel Tukua ’25 took the class a few years ago. Like Hutchful, he has applied its lessons. “I wouldn’t be TAing it for the third year now if it didn’t have this incredible impact on my life,” Tukua says. Meeting incarcerated people did not in itself shift Tukua’s outlook; their stories didn’t surprise him, given his own upbringing in a low-income neighborhood near Atlanta. But watching learners from a range of backgrounds find common ground in big philosophical ideas helped convince him of those ideas’ validity. For example, he started to notice undercurrents of violence in everyday actions and speech. “It doesn’t matter whether you came from a highly violent background or if you came from a privileged, less violent background,” he says he realized. “That kind of inner violence or that kind of learned treatment exists inside all of us.” Marisa Gaetz ’20, a fifth-year PhD candidate in math at MIT, has stayed in TEJI’s orbit in the seven years since its founding—first as a student, then as a teaching assistant, and now by helping to run its computer science classes. Limitations on in-person programming imposed by the covid-19 pandemic led Gaetz and fellow MIT grad student Martin Nisser, SM ’19, PhD ’24, to develop remote computer education classes for incarcerated TEJI students. In 2021, she and Nisser (now an assistant professor at the University of Washington) joined with Emily Harburg, a tech access advocate, to launch Brave Behind Bars, which partners closely with TEJI to teach Intro to Python, web development, and game design in both English and Spanish to incarcerated people across the US and formerly incarcerated students in Colombia and Mexico. Since many inside students have laptop access only during class time, the remote computer courses typically begin with a 30-minute lecture followed by Zoom breakouts with teaching assistants. A ratio of one TA for every three or four students ensures that “each student feels supported, especially with coding, which can be frustrating if you’re left alone with a bug for too long,” Gaetz says. Gaetz doesn’t always get to hear how things work out for her students,but she’s learned of encouraging outcomes. One Brave Behind Bars TA who got his start in their classes is now a software engineer. Another group of alums founded Reentry Sisters, an organization for formerly incarcerated women. “They made their own website using the skills that they learned in our class,” Gaetz says. “That was really amazing to see.” Although the pandemic spurred some prisons to expand use of technology, applying those tools to education in a coordinated way requires the kind of bridge-building TEJI has become known for since forming the Massachusetts Prison Education Consortium (MPEC) in 2018. “I saw there were a bunch of colleges doing various things in prisons and we weren’t really talking to each other,” says Perlman. TEJI secured funding from the Mellon Foundation and quickly expanded MPEC’s membership to more than 80 educational institutions, corrections organizations, and community-based agencies. Millwood says the School of Reentry has doubled its capacity and program offerings thanks to collaborations developed through MPEC. At the regional level, TEJI teamed up with the New England Board of Higher Education in 2022 to create the New England Commission on the Future of Higher Education in Prison. Its formation was prompted in part by the anticipated increase in demand for high-quality prison education programs thanks to the FAFSA Simplification Act, which as of 2023 reversed a nearly three-decade ban on awarding federal Pell grants to incarcerated people. Participants included leaders from academia and correctional departments as well as formerly incarcerated people. One, Daniel Throop, cochaired a working group called “Career, Workforce, and Employer Connections” just a few months after his release. “I lived out a reentry while I was on the commission in a way that was very, very powerful,” Throop says. “I was still processing in real time.” “Most of the people I teach behind bars are people that have had terrible experiences with education and don’t feel themselves to be very capable at all.” Lee Perlman, PhD ’89 During his incarceration in Massachusetts, Throop had revived the long-defunct Norfolk Prison Debating Society, which went head-to-head with university teams including MIT’s. Credits from his classes, including two with Perlman, culminated in a bachelor’s degree in interdisciplinary studies magna cum laude from Boston University, which he earned before his release. But he still faced big challenges. “Having a criminal record is still a very, very real hurdle,” Throop says. “I was so excited when those doors of prison finally opened after two decades, only to be greatly discouraged that so many doors of the community remained closed to me.” Initially, the only employment he could get was loading UPS trucks by day and unloading FedEx trucks by night. He eventually landed a job with the Massachusetts Bail Fund and realized his goal of launching the National Prison Debate League. “I fortunately had the educational credentials and references and the wherewithal to not give up on myself,” says Throop. “A lot of folks fail with less resources and privilege and ability and support.” The commission’s 2023 report advocates for improved programming and support for incarcerated learners spanning the intake, incarceration, and reentry periods. To help each state implement the recommendations, the New England Prison Education Collaborative (NEPEC) launched in October 2024 with funding from the Ascendium Education Group. Perlman encouraged TEJI alumna Nicole O’Neal, then working at Tufts University, to apply for the position she now holds as a NEPEC project manager. Like Throop, O’Neal has firsthand experience with the challenges of reentry. Despite the stigma of having served time, having a transcript with credits earned during the period she was incarcerated “proved valuable for both job applications and securing housing,” she says. With the help of a nonprofit called Partakers and “a lot of personal initiative,” she navigated the confusing path to matriculation on Boston University’s campus, taking out student loans so she could finish the bachelor’s degree she’d begun in prison. A master’s followed. “I’ve always known that education was going to be my way out of poverty,” she says. From her vantage point at NEPEC, O’Neal sees how TEJI’s approach can inspire other programs. “What truly sets TEJI apart is the way that it centers students as a whole, as people and not just as learners,” she says. “Having the opportunity to take an MIT course during my incarceration wasn’t just about earning credits—it was about being seen as capable of engaging with the same level of intellectual rigor as students outside. That recognition changed how I saw myself and my future.” On a Zoom call one Wednesday evening in December, Perlman’s inside-out course on Stoicism is wrapping up. Most participants are women incarcerated in Maine. These are among Perlman’s most advanced and long-standing students, thanks to the state’s flexible approach to prison education—Perlman says it’s “maybe the most progressive system in the country,” early to adopt remote learning, experiment with mixed-gender classes, and allow email communication between teachers and students. The mood is convivial, the banter peppered with quotes from the likes of Marcus Aurelius and Epictetus. More than one student is crocheting a Christmas gift, hands working busily at the edges of their respective Zoom rectangles. As the students review what they’ve learned, the conversation turns to the stereotype of Stoicism as a lack of emotion. “I get the feeling the Stoics understood their emotions better than most because they weren’t puppets to their emotions,” says a student named Nicole. “They still feel things—they’re just not governed by it.” Jay Ferran, an incarcerated student at the Boston Pre-Release Center, presents a game to help recap what the class learned over the semester.JAY DIAS/MASSACHUSETTS DEPARTMENT OF CORRECTION Jade, who is a year into a 16-month sentence, connects this to her relationship with her 14-month-old son: “I think I would be a bad Stoic in how I love him. That totally governs me.” Perlman, a bit mischievously: “Does anyone want to talk Jade into being a Stoic mother?” Another classmate, Victoria, quips: “I think you’d like it better when he’s a teenager.” When the laughter dies down, she says more seriously, “I think it’s more about not allowing your emotions to carry you away.” But she adds that it’s hard to do that as a parent. “Excessive worry is also a hindrance,” Jade concedes. “So how do I become a middle Stoic?” “A middle Stoic would be an Aristotelian, I think,” muses Perlman. When the conversation comes around to amor fati, the Stoic notion of accepting one’s fate, Perlman asks how successful his students have been at this. The group’s sole participant from a men’s facility, Arthur, confesses that he has struggled with this over more than 20 years in prison. But for the last few years, school has brought him new focus. He helps run a space where other residents can study. “I hear you saying you can only love your fate if you have a telos, a purpose,” Perlman says. “I was always teaching people things to survive or get ahead by any means necessary,” Arthur says. “Now it’s positive building blocks.” “Education is my telos, and when I couldn’t access it at first, I had to focus on what was in my control,” says Victoria. “I framed my prison experiences as refusing to be harmed by the harmful process of incarceration. I’m going to use this opportunity for myself … so I can be who I want to be when I leave here.” Soon after, the video call—and the course—ends. But if Perlman’s former students’ experience is any indication, the ideas their teacher has introduced will continue to percolate. O’Neal, who took Perlman’s Philosophy of Love, is still mulling over an exploration of loyalty in Tristan and Isolde that brought a classmate to tears. She thinks Perlman’s ability to nurture dialogue on sensitive topics begins with his relaxed demeanor—a remarkable quality in the prison environment. “It’s like you’re coming to our house. A lot of [people] show up as guests. Lee shows up like someone who’s been around—you know, and he’s willing to clean up the dishes with you. He just feels at home,” she says. “So he made us feel at home.” Throop becomes animated when he describes taking Philosophy of the Self and Soul with Perlman and MIT students at MCI-Norfolk in 2016. “Over those days and weeks, we got to meet and discuss the subject matter—walking around the prison yards together, my classmates and I, and then coming back and having these almost indescribable—I’m rarely at a loss for words!—weekly class discussions,” Throop remembers. Perlman “would throw one big question out there, and he would sit back and patiently let us all chop that material up,” he adds. “These discussions were like the highlight of all of our weeks, because we got to have this super-cool exchange of ideas, testing our perspectives … And then these 18-to-20-year-old students who were coming in with a whole different worldview, and being able to have those worldviews collide in a healthy way.” “We all were having such enriching discussions that the semester flew by,” he says. “You didn’t want school to end.”0 Комментарии 0 Поделились 30 Просмотры