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  • WWW.WIRED.COM
    Torpedo Bats and the Physics of the Sweet Spot
    Baseball season just started, and everyones talking about these crazy new bats. Will they change the game?
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  • APPLEINSIDER.COM
    Inside Apple Podcasts: how to get the most out of Apple's player
    Podcasts are wildly popular, and its easy to see why from sports to true crime, comedy, news, and more, there seems to be one for nearly anything. Here's how to use Apple Podcasts and get the most out of your podcast experience.Apple PodcastsUnless you've been living under a rock, you've probably heard of podcasts by now. You might even be among the millions of people listening to them.Apple has anticipated this, which is why it includes its Apple Podcasts app on almost all its devices. Continue Reading on AppleInsider | Discuss on our Forums
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  • ARCHINECT.COM
    Settlement reached on Hunters Point Library accessibility case; library to add lift and ramp
    The City of New York and Queens Public Library have reached a settlement in a federal case surrounding accessibility issues at the Hunters Point Library. The city sued the library, as well as designers Steven Holl Architects, over claims that the library failed to comply with the American Disabilities Act.The design and construction of the Hunters Point Library Branch of the Queens Borough Public Library blatantly violated the ADAs requirement that individuals with disabilities have equal access to public accommodations, US Attorney Breon Peace said when the settlement was reached in January. Todays settlement agreement ensures that access. My Office will continue to enforce the ADA and its protections against discrimination for people with disabilities.Related on Archinect: The Hunters Point Library case highlights the ADA's failures to prevent inequality by design.Image credit: Paul WarcholAccording to the latest settlement, the city and Queens Park Library will remediate...
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  • GAMINGBOLT.COM
    Donkey Kong Bananza Gameplay Showcases Exploration, Dynamic Destruction, and More
    The wait for a new 3DDonkey Kongplatformer has dragged on for an eternity, but after several years of rumours, were finally getting another one.Donkey Kong Bananzawas one of Nintendos biggest announcements at the recent Switch 2 Direct, and the company is continuing to showcase the title ahead of its looming release.As part of its day 2 Treehouse livestream, Nintendo showcased new gameplay footage forDonkey Kong Bananza. Across roughly 15 minutes, the new gameplay shows off the games dynamic (and extensive) environmental destruction mechanics, how that impacts exploration, combat and platforming gameplay (including surface around on broken rocks), collectible hunting, what the map function will look like, and more. Both visually and in terms of gameplay, the action platformer continues to look promising. Check out the gameplay below.Donkey Kong Bananzawill launch on July 17 for the Nintendo Switch 2. For another lengthy chunk of gameplay footage, head on over here.
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  • VENTUREBEAT.COM
    Gemini 2.5 Pro is now available without limits and for cheaper than Claude, GPT-4o
    Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn MoreGoogles Gemini 2.5 Pro, which the company calls its most intelligent model ever, quietly took the developer world by storm.After seeing strong developer interest, Google announced it would increase rate limits for Gemini 2.5 Pro and offer the model at a lower price than many of its competitors. The company did not release pricing at launch.Weve seen incredible developer enthusiasm and early adoption of Gemini 2.5 Pro, and weve been listening to your feedback, Google said in a blog post today. To make this powerful model available to more developers, were moving Gemini 2.5 Pro into public preview in the Gemini API in Google AI Studio today, with Vertex AI rolling out shortly.Gemini 2.5 Pro is the first experimental Google model to feature higher rate limits and billing.Google said developers using Gemini 2.5 Pro on public preview, priced at $1.24 per one million tokens, will see increased rate limits. The experimental version of the model will remain free but have lower rate limits.Gemini 2.5 Pros pricing is competitive and significantly lower than competitors like Anthropic and OpenAI.As previously mentioned, Gemini 2.5 Pro is $1.25 per million input tokens and $10 per million output tokens. Social media users expressed surprise that Google could pull off pricing such a powerful model for so low a price, noting that its about to get wild.Anthropic offers Claude 3.7 Sonnet, a comparable model to Gemini 2.5 Pro, at $3 per million input tokens and $15 for output tokens. On its site, Anthropic says that Claude 3.7 Sonnet users can save up to 90% of the cost if they use prompt caching.OpenAIs o1 reasoning model costs $15 per million input rockets and $60 per million output tokens. However, cached inputs cost $7.50. Its other reasoning model, o3-mini, is cheaper at $1.10 per million input tokens and $4.40 per million output tokens, but o3-mini is a smaller reasoning model.For non-reasoning models, OpenAI priced GPT-4o at $2.50 for inputs and $10 for outputs. Gemini 2.5 Pro demandGoogle released Gemini 2.5 Pro somewhat quietly, adding the experimental version of the model to the Gemini Advanced. Since its launch a few weeks ago, several developers and users have found it compelling.VentureBeats Ben Dickson played with Gemini 2.5 Pro and declared it may be the most useful reasoning model yet.Effectively pricing reasoning models is the next big battleground for AI model developers. DeepSeeks low cost for DeepSeek R1 caused a ruckus among enterprises. DeepSeek continues to put out models at a lower price than most of the more prominent model developers, putting even more pressure on Google, OpenAI and Anthropic to offer robust and extremely capable models at affordable prices.Daily insights on business use cases with VB DailyIf you want to impress your boss, VB Daily has you covered. We give you the inside scoop on what companies are doing with generative AI, from regulatory shifts to practical deployments, so you can share insights for maximum ROI.Read our Privacy PolicyThanks for subscribing. Check out more VB newsletters here.An error occured.
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  • WWW.THEVERGE.COM
    We just declared a trade war with the world
    Nice economy you have there, said President Donald Trumps administration. It would be a shame if something happened to it.The something, announced earlier this week, is a set of globally applied tariffs that make no sense on their face. No sane economist would endorse this. Through a combination of stupidity, incompetence and sheer gangsterism, the Trump administration has decided to levy a series of taxes that encourage blatant corruption, entirely fail to encourage American manufacturing growth, and leave people and companies poorer. That is, assuming that the taxes come into play at all.This is the craziest of the crazy things weve seen thus far.The central, persistent thing Trump seems to misunderstand about tariffs is that they are paid in the US by people in the US. A reasonable person might also remember that he tried them a few years ago in a trade war, to negative effect. We have, as a nation, shot ourselves in the dick. But dont take my word for it! Here are some actual experts:This is the craziest of the crazy things weve seen thus far, says Chris Barrett, professor of economics at Cornell Universitys SC Johnson School of Business.This is probably the biggest single-day tax rise and for sure the largest tariff since World War I, if not ever in the history of the country, says Christopher Meissner, a professor of economics at the University of California Davis.This is a bad idea and its going to hurt Americans, says Justin Wolfers, a professor of economics at the University of Michigans Ford School of Public Policy.Theres so much wrong with this approach that its hard to know where to start, writes Paul Krugman.There will be blood, writes JP Morgans chief global economist. He has raised the risk of a recession this year to 60 percent.Also, the stock market shit the bed, an estimated $3.1 trillion loss of value in just one day. It fell more than $3 trillion the next day, as China declared retaliatory tariffs, for a record $6.6 trillion drop in just two days.There are hints that these tariffs are the buffoonish products of actual clowns. Take the tariffs on uninhabited islands, perhaps part of a trade war on penguins. Or the tariffs on an island occupied primarily by a US military base. Then theres the math behind the tariffs, which uses a puzzling formula that is remarkably similar to what several chatbots spit back if asked. The official formulation uses fancy Greek letters that effectively cancel each other out. The Financial Times a funnier European version of The Wall Street Journal translated it into the stupidest chart youll see today.The US has shaken the worlds confidence, and there are consequences for thatScott Bessent, the Treasury Secretary, doesnt seem to know the answers to some basic tariff questions when he was asked about them, such as why Canada and Mexico were missing from Trumps big nonsense tariff chart. Bessent also said he wasnt part of the tariff negotiations with countries such as China, which is, frankly, weird. If the secretary of the treasury isnt in the loop on tariff negotiations, uh, who is?The best-case scenario for all this, which still sucks, is that these tariffs set to roll out in stages on April 5th and April 9th will be abandoned. Trump has been threatening devastating tariffs on Mexico, Canada, or Colombia for months, only to back down at the first sign of resistance. Even the generally docile members of Congress are exhibiting signs of noticing this is a bad idea, and are at least paying lip service to restraining Trumps power. But this frankly bizarre US vs. Everyone trade war could still be devastating to the US economy for years to come, even if the nonsense tariffs arent enacted. The US has shaken the worlds confidence, and there are consequences for that.Tariffs of any kind are disruptive. Since companies know they will be paying extra on items they import, they will pass the increase on to consumers, especially the poorest ones. They are likely to look for ways to cut costs and are unlikely to splash out on investments, says Meissner. Consumers are likely to do the same thing cutting back on spending and holding onto necessities for longer than they would have otherwise, at least in part because they know theres higher likelihood theyll be fired if companies trim costs.Wages will likely remain the same, even as everything costs moreThe design of these new tariffs amplifies all of this. Theyre global with a minimum tax of at least 10 percent, so companies cant easily avoid them by moving supply chains around, like many did during Trumps first trade war. And already we are seeing disruptions. The Nintendo Switch 2 has delayed preorders. Advertising businesses like Meta, Google, and Amazon are bracing for pullbacks on spending, especially from Chinese companies. Expect the price of groceries, clothes, and cars in particular to rise steeply. China has announced its retaliatory tariff, which will doubtless make those estimated price rises worse, and it may be the first of many countries to do so.These increases differ from the inflation that happened in the wake of COVID, Wolfers says. During that time, increased prices meant more money for companies, which could then be used to pay their employees more. But because again, tariffs are a tax this money will go straight to the Trump Administration. So wages will likely remain the same, even as everything costs more.Lets talk for a hot minute about how the economy was doing pre-tariff. That dip in consumer confidence predated the latest tariff announcement. The actions of DOGE firing and unfiring people, slashing social services, freezing previously-agreed-on grants, and generally running amok in the government already shook consumers. In March, consumers expectations for the future were the lowest theyd been in more than a decade. In particular, people were nervous about their employment, which is the kind of thing that leads people to cut spending.A great deal of economics is basically just feelings. People are feeling bad, and the tariffs have them feeling worse. Thats the kind of thing that can spiral into a recession. JP Morgans macro economist had previously put the risk of a recession at about 40 percent. Thats not the only bank to do so S&P Global, Goldman, Barclays, Bank of America and Deutsche Bank all agree that the risk is now considerably higher, though they disagree about how much higher.Those deals are a way of making people beholden to you.The economy will perform worse with tariffs, says Wolfers. That doesnt necessarily mean a recession it could simply mean slower growth but nonetheless some economists, including Meissner, are expecting one.The ostensible reason behind these tariffs is to drive trade deficits to zero, but that makes no sense. A trade deficit essentially means that the US is receiving many goods and services from a country in exchange for pieces of paper, and they are receiving fewer goods and services (and thus giving us less paper), Wolfers says. Who cares? Economics isnt a zero sum game. Many of our beautiful and brilliant Verge subscribers are in a trade deficit with The Verge, as they pay us $7 a month for our fine text products, and we buy zero dollars worth of things from them. Trumps supposed ultimate goal is to bring manufacturing back to the US, but this isnt going to happen either. That requires a less uncertain environment so companies will invest in building here, for one thing. It also requires a workforce and its unclear why Americans would choose to work in manufacturing jobs as long as they have other options.Pragmatically, there are two things that explain these idiotic taxes. The first is that the Trump Administration is run by fucking bozos whose main qualification for their job is that they are Donald Trumps spineless yes-men. The second is that Trump himself is by temperament a gangster, and hes looking for leverage over every country and business that deals with the US. For instance, domestic farmers have been trying, unsuccessfully thus far, to get exemptions to tariffs so they dont get economically drawn and quartered buying more expensive equipment while selling less food abroad, as one farmer put it. Trump has indicated hes open to making deals to lower tariffs on individual countries. Uncertainty around bribery and exemptions actually make this clown show worseThose deals are a way of making people beholden to you, says Barrett. Im torn on whether this is just not well-thought out, or whether the uncertainty is part of the design.What might one have to do in order to get such an exemption? Well, Colombia, Canada and Mexico provide examples: make a silly concession that lets Trump declare victory while changing nothing of note. After all, Trump is addled by television to a degree that as long as something sounds good on Fox News, its a win for him.As for individual industries, we already have indications in the form of tech moguls generous donations, generous production deals for Trump family hagiographies, killing DEI programs to make conservative ideologues happy, and massive pro bono law firm deals.But that uncertainty around bribery and exemptions actually makes this clown show worse. The idea behind tariffs is that in the long term, it lets American companies more effectively compete by raising prices on foreign goods. That gives American-made goods a chance to raise their own prices as well, juicing profits. But for that to happen, companies have to invest in building things in America and as previously mentioned, the uncertainty about how long any given tariffs may last is likely to lead to more of a wait-and-see approach. Which kinda defeats the purpose.We have undercut the good faith and standing of the government in the worlds eyes.Markets dont like uncertainty. Neither do trade partners. America is likely to be hit with reciprocal tariffs, including from our allies, increasing the countrys pain. The Smoot-Hawley tariffs, famous to anyone whos read Dave Barry Slept Here, introduced in 1930, are widely credited with worsening the Great Depression. The Trump tariffs are even bigger than those disastrous ones, based on nonsensical math that, for instance, hits an average EU tariff rate of about 2.7 percent with a reciprocal rate of 20 percent.The uncertainty also hurts the US politically. We have undercut the good faith and standing of the government in the worlds eyes, Barrett says. This undermines the dollar as a reserve currency for the world one of its important functions for American political power, allowing us to borrow money more cheaply than most other countries. And indeed, the value of the dollar plummeted after the tariffs were announced to a six-month low against the euro. The USs bad behavior here is an incentive for people to move their money elsewhere.This is like watching a trainwreck in slow motion. Previously, the Trump administration weakened the dollar by announcing its crypto reserve. Musk unilaterally decided to tank our ability to work as the worlds R&D hub, attracting global talent and boosting our economy and, additionally, taking an ax to American soft power in the process. Congress, which has chosen to abdicate control over spending, is effectively sidelined. Now the tariffs further endanger American wealth and safety. The only real questions are when were going to get the explosion, and how big itll be.See More:
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  • WWW.MARKTECHPOST.COM
    A Code Implementation to Building a Context-Aware AI Assistant in Google Colab Using LangChain, LangGraph, Gemini Pro, and Model Context Protocol (MCP) Principles with Tool Integration Support
    In this hands-on tutorial, we bring the core principles of the Model Context Protocol (MCP) to life by implementing a lightweight, context-aware AI assistant using LangChain, LangGraph, and Googles Gemini language model. While full MCP integration typically involves dedicated servers and communication protocols, this simplified version demonstrates how the same ideas, context retrieval, tool invocation, and dynamic interaction can be recreated in a single notebook using a modular agent architecture. The assistant can respond to natural language queries and selectively route them to external tools (like a custom knowledge base), mimicking how MCP clients interact with context providers in real-world setups.!pip install langchain langchain-google-genai langgraph python-dotenv!pip install google-generativeaiFirst, we install essential libraries. The first command installs LangChain, LangGraph, the Google Generative AI LangChain wrapper, and environment variable support via python-dotenv. The second command installs Googles official generative AI client, which enables interaction with Gemini models.import osos.environ["GEMINI_API_KEY"] = "Your API Key"Here, we set your Gemini API key as an environment variable so the model can securely access it without hardcoding it into your codebase. Replace Your API Key with your actual key from Google AI Studio.from langchain.tools import BaseToolfrom langchain_google_genai import ChatGoogleGenerativeAIfrom langchain.prompts import ChatPromptTemplatefrom langchain.schema.messages import HumanMessage, AIMessagefrom langgraph.prebuilt import create_react_agentimport osmodel = ChatGoogleGenerativeAI( model="gemini-2.0-flash-lite", temperature=0.7, google_api_key=os.getenv("GEMINI_API_KEY"))class SimpleKnowledgeBaseTool(BaseTool): name: str = "simple_knowledge_base" description: str = "Retrieves basic information about AI concepts." def _run(self, query: str): knowledge = { "MCP": "Model Context Protocol (MCP) is an open standard by Anthropic designed to connect AI assistants with external data sources, enabling real-time, context-rich interactions.", "RAG": "Retrieval-Augmented Generation (RAG) enhances LLM responses by dynamically retrieving relevant external documents." } return knowledge.get(query, "I don't have information on that topic.") async def _arun(self, query: str): return self._run(query)kb_tool = SimpleKnowledgeBaseTool()tools = [kb_tool]graph = create_react_agent(model, tools)In this block, we initialize the Gemini language model (gemini-2.0-flash-lite) using LangChains ChatGoogleGenerativeAI, with the API key securely loaded from environment variables. We then define a custom tool named SimpleKnowledgeBaseTool that simulates an external knowledge source by returning predefined answers to queries about AI concepts like MCP and RAG. This tool acts as a basic context provider, similar to how an MCP server would operate. Finally, we use LangGraphs create_react_agent to build a ReAct-style agent that can reason through prompts and dynamically decide when to call tools, mimicking MCPs tool-aware, context-rich interactions principle.import nest_asyncioimport asyncionest_asyncio.apply() async def chat_with_agent(): inputs = {"messages": []} print(" MCP-Like Assistant ready! Type 'exit' to quit.") while True: user_input = input("nYou: ") if user_input.lower() == "exit": print(" Ending chat.") break from langchain.schema.messages import HumanMessage, AIMessage inputs["messages"].append(HumanMessage(content=user_input)) async for state in graph.astream(inputs, stream_mode="values"): last_message = state["messages"][-1] if isinstance(last_message, AIMessage): print("nAgent:", last_message.content) inputs["messages"] = state["messages"]await chat_with_agent()Finally, we set up an asynchronous chat loop to interact with the MCP-inspired assistant. Using nest_asyncio, we enable support for running asynchronous code inside the notebooks existing event loop. The chat_with_agent() function captures user input, feeds it to the ReAct agent, and streams the models responses in real time. With each turn, the assistant uses tool-aware reasoning to decide whether to answer directly or invoke the custom knowledge base tool, emulating how an MCP client interacts with context providers to deliver dynamic, context-rich responses.In conclusion, this tutorial offers a practical foundation for building context-aware AI agents inspired by the MCP standard. Weve created a functional prototype demonstrating on-demand tool use and external knowledge retrieval by combining LangChains tool interface, LangGraphs agent framework, and Geminis powerful language generation. Although the setup is simplified, it captures the essence of MCPs architecture: modularity, interoperability, and intelligent context injection. From here, you can extend the assistant to integrate real APIs, local documents, or dynamic search tools, evolving it into a production-ready AI system aligned with the principles of the Model Context Protocol.Here is the Colab Notebook. Also,dont forget to follow us onTwitterand join ourTelegram ChannelandLinkedIn Group. Dont Forget to join our85k+ ML SubReddit. Asif RazzaqWebsite| + postsBioAsif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media Platform, Marktechpost, which stands out for its in-depth coverage of machine learning and deep learning news that is both technically sound and easily understandable by a wide audience. The platform boasts of over 2 million monthly views, illustrating its popularity among audiences.Asif Razzaqhttps://www.marktechpost.com/author/6flvq/Augment Code Released Augment SWE-bench Verified Agent: An Open-Source Agent Combining Claude Sonnet 3.7 and OpenAI O1 to Excel in Complex Software Engineering TasksAsif Razzaqhttps://www.marktechpost.com/author/6flvq/Meet Open-Qwen2VL: A Fully Open and Compute-Efficient Multimodal Large Language ModelAsif Razzaqhttps://www.marktechpost.com/author/6flvq/Researchers from Dataocean AI and Tsinghua University Introduces Dolphin: A Multilingual Automatic Speech Recognition ASR Model Optimized for Eastern Languages and DialectsAsif Razzaqhttps://www.marktechpost.com/author/6flvq/Introduction to MCP: The Ultimate Guide to Model Context Protocol for AI Assistants
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  • WWW.CNET.COM
    ChatGPT Plus Is Free for College Students, for Now. Here's What to Know
    OpenAI has opened up access to its ChatGPT Plus service to all US and Canada college students at degree-granting schools. The offer lasts through May 31.
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  • WWW.ARCHITECTURALDIGEST.COM
    Branch Desk Riser Review 2025: Adjustable, Ergonomic Work Table
    Lets be honest. When you think of a desk riser, you dont necessarily think visually beautiful. Weve tested enough office chairs and desks to know that finding something that checks the boxes of ergonomics and compelling design is a tall order. From electric-powered to lift-top options, the style of height-adjustable desks can be pretty blah. A desk riser is a means to get all the ergonomic benefits of a standing desk in a smaller package (not to mention a smaller price tag!) so you dont have to give up your entire office aesthetic.With its streamlined design, the Branch Desk Riser checks all of those boxes. Its minimal construction appeals to a wide range of design sensibilities but has all the ergonomic features of the best standing desks to make your workday more comfortable. The tallest and shortest members of our team put it to the test to see if the sit-stand desk riser style works for a variety of heights and office spaces. Here, the fine print on how it stacks up.Branch Desk RiserSpecsDimensions31"W x 2.5 - 16"H x 24"DMaterialsLaminated plywood, powder-coated aluminumColorsWoodgrain, walnut, white, silverWeight22 lbs.Weight capacity26 lbs.Warranty3 yearsAssembly required?NoDesignAesthetically, the Branch desk riser has a minimalist Scandinavian style that can blend into all kinds of home offices. Unlike most bulky black options on the marketand in line with the modern design of the brands sleek desk chairsit doesnt stick out like a sore thumb. The wood grain colorways (from birch to walnut, white to carbon black) work with what youve got going on to ensure a streamlined desk setup. While its not completely camouflaged, youre ultimately not sacrificing style for ergonomics here.The desk riser is an iteration of one of the brands bestsellers, the Duo desk, thats easily one of the most stylish adjustable standing desks out there. Sharing the same wood top and minimalist frame, it uplifts a WFH setup rather than drag it down with a clunky design.Constructed out of a single piece of wood, there are no harsh lines in its curved silhouette. An incredibly easy assembly process (simply take it out of the box!) further points to its thoughtful design. The downturned front comfort edge is a small but super-useful design detail. Not only does it give the desk riser a fluid shape, it also provides a natural resting point for your wrists, reducing strain.Our ExperienceLauren Arzbaecher, commerce producer: Im in a consistent battle with myself to try and have better posture while at work (one that I often lose). Sitting cross-legged, slouching, hunchingbasically, name any habit of bad posture imaginableeven an ergonomic chair cant stop me! A standing desk converter felt like a way to give myself a fighting chance to help my spine out without fully committing to a standing desk. Though, at five foot ten, finding a desk riser that is tall enough for me when fully extended is usually a challenge.Surprisingly, my height is a nonissue for the Branch riser. It reaches a level (admittedly at the top of its range) for me to easily rest my forearms flush against the desktop when I stand up without hyperextending my shoulders down.
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