Future AGI

?????? ???? ???????????? ??????’?? ???????? ????????—???????? ???????? ??????????, ?????????? ????????????, ?????? ?????????? ?????????? ?? Join us for an insightful session on real-world AI pitfalls and smart evaluation strategies to mitigate risks, enhance performance, and drive business success. ?????????? ??????’???? ?????????? - Why AI failures happen and their financial impact - Limitations of traditional evaluation methods - Case studies and successful evaluation strategies - Practical insights to future-proof your AI systems ??? 11th March 2025 | 9:30 A.M. PDT | ONLINE ?? Register for the webinar ?? https://lu.ma/u1ldz4ot #FutureAGI #AIEvaluations #webinar #trustworthyAI #businesses

?? ?????????????????????? ?????? Future AGI ??????????????????! Are you passionate about multimodal AI, eager to share knowledge, and driven to explore the latest advancements in AI evaluation? Join our growing community of AI researchers, engineers, and innovators tackling the biggest challenges in AI together—because the future of AI isn’t built in isolation, it’s shaped by collaboration. ???????? ????????? - Exclusive discussions on best practices, challenges, and breakthroughs in AI evaluation. - Q&A sessions with top AI researchers, engineers, and industry leaders. - A place to share your own AI projects, research, and multimodal experiments. - Early access to new Future AGI features—help shape the future with your feedback. Sounds exciting? It is! ?? We’re building a supportive, cutting-edge space where your ideas and questions matter. If you’re eager to learn, share, and grow in the AI field, this is your tribe. Join today → https://lnkd.in/eD6jGdRp #FutureAGI #SlackCommunity #GenerativeAI #AIDiscussions #AICommunity #LLMs #LLMTalks #MultimodalAI #AIEvaluation

We are extremely happy to welcome Sahil Sangwan to the Future AGI team as a Senior Manager- Growth Marketing. Sahil brings a wealth of experience in the B2B market, combining marketing expertise with technical acumen across industries such as e-commerce, FMCG, and SaaS. With his expertise in growth marketing and data-driven strategies, Sahil will play a key role in expanding our market reach, driving impactful initiatives, and accelerating our growth. His vision will help establish Future AGI as the go-to platform for AI teams. Welcome aboard, Sahil! Let’s build the future of AI together. ??? ?#Welcome #AI #FutureAGI #GrowthMarketing #WelcomeToTheTeam #NewBeginnings #AIInnovation

?? ???????????????????? ???? ???????? ?????? ?????????? ???? ?????????? & ????????????? ???????? ????????! ?? Ever feel like choosing the right AI model is a ???????? ???? ????????????????? You tweak a prompt, cross your fingers, and hope your LLM doesn’t hallucinate its way into a sci-fi novel. ?? We’ve all been there. At Future AGI, we’ve broken it down in our latest blog: ?????????????????? ?????????? ?????? ???????????? ?????????????????? – ?? ????????-????-???????? ??????????. ?? ?????? ??????????????????: ? ?????? ?????? ???????????? ?????? ?????????? ?????? ???????? – Understanding model capabilities (size, fine-tuning needs, API constraints) is key. ? ?????????????????? ???? ???? ?????? ?????? ?????????????? – From zero-shot to chain-of-thought, the right approach changes everything. ? ????????-?????????? ?????????????? ???? ?? ???????? – Benchmark across accuracy, latency, and cost before making a decision. ? ???????????????????? ???? ??????-???????????????????? – Automated evals help you track performance over time, ensuring consistency. The best AI workflows don’t rely on guesswork—they’re data-driven, iterative, and optimized for real-world use.? Want to experiment smarter, not harder? Check out the full guide—link in the comments! ?? #FutureAGI #AI #PromptEngineering #LLMs? #BuildAI10xFaster #FutureofAI #TrustworthyAI #AccurateAI #GenAI

AI models fail silently—until it’s too late. Future AGI is fixing that, and we’re grateful to Forbes for recognizing our mission—it’s both humbling and motivating!?? Our platform empowers enterprises to??????????? ?????? ???????????? ???? ???????????? ???????? ???????????????? ???????????????????? ?????????????? ?????? ???????? ?????? ????????????, ?????????? ????????????????????, ?????? ????????-???????????????????? ??????????—?????????????? ???? ?????????????? ?????????????????????? ???????? ???? ???? ???? ????%. AI teams can complete evaluations in minutes and automatically optimize their agents, eliminating manual overhead and ensuring consistent performance. With $1.6M pre-seed funding, our vision is backed by the unwavering belief of Powerhouse Ventures, Chris Kolenaty from Snow Leopard Ventures, AngelList Quant Fund, Shrishti Sahu and 30+ marquee investors—fueling the world’s most accurate multimodal evaluation platform. Huge shoutout to our incredible team—your relentless dedication made this vision a reality! Thankful, grateful, and charging ahead! ?? ?? Check out the full article -?https://rb.gy/odmgg7 #FutureAGI #Forbes #MachineLearning #LLM #DeepLearning #ArtificialIntelligence #StartupFunding #TechStartups #PreSeed #AIEvaluation #TrustworthyAI #ResponsibleAI #BuildAI10xfaster

?? ??????????????-?????????????? ?????????????? ??????????! ?? Now that we’ve explored a simple 4-step process for smarter AI-generated images, it’s time to see it in action. Imagine crafting the perfect AI-generated comic, only to realize your images don’t match the story. The hero looks different in every frame, the setting feels off, and the creative vision gets lost in translation. Sound familiar? ?? Enter Future AGI’s secret sauce—AI-powered evaluation that takes the guesswork out of AI-generated images. The result? Smarter, faster, and more consistent image pipelines. ?? ?????? ???????? ?????????????? (?????? ?????? ?????? ??????’?? ???????????? ???? ???????? ????) ? ???? ?????????? ????????????????????, ?????? ?????????????? – Automate image assessments, ensuring top-tier quality without the trial-and-error chaos. ? ???????? ?????????? ???? ?????????????? – Say goodbye to inconsistent outputs—our scalable workflows streamline AI-generated visuals. ? ?????? ?????????? ????, ?????????????????? – Precision-driven evaluation unlocks creativity at scale, making AI-generated comics sharper than ever. ?? Swipe for the highlights, and find the full case study link in the comments! #AIImageEvaluation #FutureAGI #ArtificialIntelligence #GenAI #BuildAI10xFaster #MultimodalEvaluation

????????????? ????-?????????????????? ???????????? ???????? Future AGI Now that we’ve busted common myths about AI generated image evaluation, let’s dive into how our multimodal evaluation suite solves these challenges in practice:? ????????????????? ?????????? ?????????????????????? – Quick setup with customizable in-house metrics. ??????????????????? ?????????? ?????????????????? – Identify bias, stereotypes, and consistency flaws. ??????????????????? ?????????????????????? ?????????????????????? – Access world class evaluation suite for high accuracy across diverse applications.? ?????????-???????? ???????????????? – Optimize outputs with actionable feedback loops. Scroll??to see ?????? ???? ?????????? ???? ???????? ?? ???????? ??????????! ?? Next in series, we'll showcase how we have empowered AI image generation companies to enhance image quality, ensure compliance, and boost efficiency. ?Stay tuned for inspiring success stories! #AIImageEvaluation #FutureAGI #ArtificialIntelligence #GenAI #BuildAI10xFaster #MultimodalEvaluation

?? ?????????????? ?????????? ?????????? ???? ?????????????????? ?????????? ???????????????????? Continuing our series on ?????????????????????? ???? ?????????? ????????????????????, last week we examined common challenges and legendary industry failures. Now, it's time to move forward and understand why businesses hesitate to adopt AI image evaluation. Let’s clear the air: 1?? ????????: Bias is unmeasurable as it is too subjective. ? ??????????: With the right metrics, bias can be measured and mitigated quantitatively. 2?? ????????: Evaluating diversity means sacrificing quality. ? ??????????: A robust framework ensures both diversity and high-quality outputs. 3?? ????????: AI-generated images are “good enough” without evaluation. ? ??????????: Evaluation ensures relevance, trust, and ethical compliance. ?? Want to learn how Future AGI busts these myths? Let’s chat! #AIImageEvaluation #FutureAGI #ArtificialIntelligence #GenAI #BuildAI10xFaster #MultimodalEvaluation

???????????????? ???? ????????????? ???????? ???????????? ?? AI-generated images are transforming industries, but are they truly meeting expectations? If past failures from industry leaders have taught us anything, the answer is clear—not yet (https://bit.ly/4hx5kWO). While models can generate stunning visuals, they often struggle with accuracy, relevance, and quality—leading to costly manual interventions and unreliable results.Here are some of the top challenges: 1. ???????? ???? ?????????????????? ?????????????? – No standardized way to measure accuracy, quality, and contextual relevance in AI generated images, leading to inconsistent evaluations. 2. ???????????????????????? ???????? ???????? ?????????????? – AI-generated images often fail to align with the provided descriptions, causing inaccuracies and reducing trust in outputs. 3. ???????? ?????? ???????????????? ???????????????? – Image generator models can often reinforce negative biases and stereotypes, leading to representation and ethical issues. 4. ???????????????????????????? ?????? ?????????????????????? ?????????????? – AI sometimes generates distorted or nonsensical images (e.g., extra fingers, unnatural object proportions), which are hard to detect, hence reducing usability. 5. ???????????? ?????????? ???????????????????? – Companies rely on time-consuming human reviews to ensure AI-generated images align with brand, artistic, or thematic standards. 6. ?????????????? ?????? ?????????????????????? ???????????? – Maintaining visual consistency when updating AI-generated images is challenging, requiring manual intervention and cross-checking. At Future AGI, we've developed a ????????????????-???????????? ???????????????????? ?????????????????? that ensures every AI-generated image meets the highest standards. Stay tuned to learn how our proprietary metrics are solving these head-on! ?? ?? What’s the toughest challenge you’ve faced with AI-generated images? Share your thoughts below—we’d love to solve for you!

???????? ???? ???????????? ????????: ???????????????? ???????????????? ?????????????? ?????? ???????? ???? ???????? Artificial Intelligence has transformed image creation across industries, but it's not without challenges. Let's explore some high-profile instances where AI-generated images fell short?? -????????????'?? ???????????? ??????????????????????: Generated offensive depictions, highlighting the need for cultural and historical accuracy. -??????????????????'?? ???????? ?????????? ?????????????? ????????????????: Declined image quality showed the importance of maintaining prompt alignment. -???????? ????????'?? ???????? ????????????????: Offensive outputs stressed the need for robust moderation and ethical guidelines. -????????????????????'?? ??????????????????????: Stereotypical images emphasized the importance of diverse and unbiased training datasets. ?? These failures show why evaluation is as important as generation.? Stay tuned as we dive into the underlying challenges behind AI image failures and explore how Future AGI’s advanced tools solve them. ?? #AIImageEvaluation #FutureAGI #ArtificialIntelligence #GenAI #BuildAI10xFaster #MultimodalEvaluation