Contrary to popular belief, the latest AI tools are stymieing misinformation rather than facilitating it. The Center for Autonomy at The University of Texas at Austin recently published their research into misinformation detection where they improved the detection of misinformation by 26% over previous state of the art methods. How did they do it? CrediRAG - it leverages AskNews and Qdrant for fast and accurate retrieval of carefully indexed news in combination with a graph attention network. 1. Input a Reddit Post: We take any Reddit post and pass it through AskNews. 2. Retrieve Relevant News: AskNews scours its expansive Qdrant database for enriched news articles that match the post’s content and conform to time/reporting voice filters. 3. Compare and Classify: The retrieved articles are compared against the original post to classify it as factual or misinformative. Doing this type of backtesting and real-time analysis *at scale* across millions of news articles demands high-throughput and precision from Qdrant + AskNews. This would have been unimaginable just 24 months ago, but now it all sits behind a python SDK in the cloud. Links to the original CrediRAG publication and blog in the comments below ?? https://lnkd.in/gnnNeHuT #fakenews #misinformation #qdrant #asknews #rag #llm #ai4news #transparency First author: Ashwin Ram
Emergent Methods
软件开发
Arvada,Colorado 451 位关注者
Applied machine learning for real-time adaptive modeling.
关于我们
Emergent Methods is a research and development company focused on applied artificial intelligence for real-time adaptive modeling of dynamic systems. We develop open-source software designed to support a wide variety of large-scale applications, such as LLM infused deployments, financial market forecasting, and weather forecast.
- 网站
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https://emergentmethods.ai
Emergent Methods的外部链接
- 所属行业
- 软件开发
- 规模
- 2-10 人
- 总部
- Arvada,Colorado
- 类型
- 自有
- 创立
- 2022
- 领域
- machine learning、adaptive modeling、generalized frameworks和open-source
地点
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主要
US,Colorado,Arvada,80005
Emergent Methods员工
动态
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Curious about the new AskNews analyst's dashboard - Newsplunker? Take a deep dive into Your Portal to the World's Largest News Knowledge Graph with our newest blogpost ?? https://lnkd.in/ddSZ4WrV Like it and want to try it? Use promo code BLACKFRIDAY24 for 80% off your first 4 months!
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I knew nothing about ColPali before this webinar. Now I'm dreaming about new use-cases for archived newspapers...y'all need to slow down, I can't keep up. Thanks Sabrina A., David Myriel, Evgeniya Sukhodolskaya and Atita Arora from Qdrant for the thoughtful demo (and included notebooks ?? ) https://lnkd.in/dK4YAbrz
Optimizing ColPali for Retrieval at Scale, from Theory to Practice
https://www.youtube.com/
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Make Bootstrapping Cool Again ?? . We are so proud to serve our 1500+ AskNews users without sacrificing our commitment to research, transparency, and quality. What does bootstrapping look like for small startups in AI? Here is our journey from 0 -> 1500+ users, 0->20 on-premise servers*, 0->10 product offerings, 0->6 open-sourced** models on huggingface, 0->12 academic publications***, 0->4 great advisors, 0->8 great partners *???????????? ????-??????????????: ???????? ???? ?? **???????????? ????????-????????????: ???????????? ???????????????? ?? ***???????????? ??????????????????????: ???????????????????? ?? Most importantly: 5 team members -> same 5 team members...(what does it mean when no one at a startup is leaving despite taking a terrible salary?) All without a penny of investment ?? The beauty of bootstrapping is that we don't have to sacrifice our commitment to transparency that our 1500+ users love. Passion >> Funding It ain't easy. We've had plenty of buyout/investment offers along the way, but they don't share the vision: "Why would you open-source your tools?" "Why would you tell everyone how you process the data?" "Why do you spend so much money on research/quality?" Two words. Trust, Transparency. Meanwhile, our advisors, (Paco Nathan, Jon Accarrino, Chris Evans, Sumon Sadhu) continue to encourage our commitment to trust and transparency. Advisors >> investors. Finally, our partners are focused on mutual collaboration and advancements, take Qdrant Our team is absolutely shredding: Robert Caulk, Elin T?rnquist, Wagner Costa Santos, Timothy Pogue, Emre Suzen Emergent Methods AskNews #asknews #newsapi #rag #llmnews #llm #context
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A month's worth of news visualized as a network graph by AskNews & ?? Cosmograph. I really like looking at how topics change over time. It gives you a quick understanding of what events have happened and how they are connected. Credits: Robert Caulk Wagner Costa Santos Elin T?rnquist
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One month of news, visualized with #cosmograph (brainchild of Nikita Rokotyan), hop into the browser-friendly share-link in the comments below ?? Data credit: Wagner Costa Santos Elin T?rnquist Emergent Methods AskNews Want to build your own targeted news graph with a single line of code? We are open for collaboration opportunities with the goal of helping you integrate the AskNews API into your business. DM me for details! #asknews #knowledgegraph #graphgeek GraphGeeks Connected Data #ainews #newsapi #llmnews #phi3 #llama #ontologyfree
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We've integrated the AskNews toolkit into the ?? CAMEL framework! This powerful toolkit integrates with our agents to provide real-time global and historical news through simple queries, with AskNews enriching over 300,000 articles daily. ????? Thanks to our contributor Wendong Fan for this significant enhancement! ?? Explore more here: https://lnkd.in/eF3STFqq.
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Voir.news is forecasting that Jake Paul will exit the ring victorious tonight ?? https://lnkd.in/dcbigrba #newsplunker #ai4news #aiforecast #eventforecasting
AskNews | Paul v Tyson Forecast
asknews.app
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MIT ? AI Strategy & Technology Leader ? NBC Universal ? AI Newsroom Strategies, AI Enterprise Software, Artificial Intelligence, Generative AI, LLM, OTT, CDP, FAST Channel, Sales Revenue, Data Strategy...
As the media industry gears up for the next phase of political coverage post-2024 elections, newsrooms can leverage cutting-edge AI tools in new ways to both increase productivity and uncover insights. In my latest piece for TVNewsCheck (which is currently featured on the homepage!), I profile some of the AI tools favorited by Ordo Digital clients that are revolutionizing how newsrooms gather, analyze, and report political news. ???? ?? You can read the full article on TV NewsCheck here: https://lnkd.in/e4hQT_hG But here's a sneak peek: ?? AskNews' Newsplunker Dashboards: Visualize and chat with your data ??? #GovSessionsInsights: AI-powered legislative sessions portal ??? NewsGuard: Expert media reliability ratings ?? Rolli: AI-powered hub for journalists to find sources ?? Consensus: Academic search engine that actually makes sense These tools are not just about efficiency; they're about empowering journalists to uncover stories that truly matter. Special thanks to Robert Caulk (Emergent Methods), Ashish Agrawal (Eon Media and GovSessions Insights), Pete Pachal (The Media Copilot, Eric Olson (Consensus), and Joshua Brandau (Nota) for their valuable insights for this article! ?? #AIinMedia #PoliticalReporting #JournalismInnovation #MediaTech #NewsroomAI #DigitalTransformation #PoliticalJournalism #AITools #Newsplunker #MediaInnovation #FutureOfNews #DataJournalism #NewsAnalytics #AIJournalism #EonMedia #MediaStrategy #NewsroomTechnology #PoliticalCoverage #JournalismTrends #MediaDisruption #NewsInnovation #DigitalNewsroom