The future of work is not about the work that can be automated; it's about the work that allows people to use their intelligence, creativity, and passion to solve the world's biggest challenges. Let's not forget why we do what we do—creating meaningful opportunities that empower people to contribute to solving global challenges and building a better future. https://lnkd.in/gBvVTiwt
Sama
IT Services and IT Consulting
San Francisco, CA 59,349 followers
Purpose Built for Enterprise AI — Responsibly
About us
Sama is the global leader in ethical data annotation and model evaluation solutions for computer vision, generative AI and other major applications of artificial intelligence. Our solutions minimize the risk of model failure and lower the total cost of ownership through an enterprise ready ML-powered platform, actionable data insights uncovered by proprietary algorithms, and a highly skilled on-staff team of over 5,000 data experts. 25% of Fortune 50 companies, including GM, Ford, Microsoft and Google, trust Sama to help deliver industry-leading ML models. Ethical AI is responsible AI, and as a Certified B-Corp, we’ve pioneered an impact model that harnesses the power of markets for social good, and has been proven to meaningfully improve employment and income outcomes for those with the greatest barriers to formal work. So far, helping more than 65,000 people lift themselves out of poverty.
- Website
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http://www.sama.com
External link for Sama
- Industry
- IT Services and IT Consulting
- Company size
- 1,001-5,000 employees
- Headquarters
- San Francisco, CA
- Type
- Privately Held
- Founded
- 2008
- Specialties
- Image annotation, Machine Learning, Video Annotation, 3D Annotation, Sensor Data Annotation, Data Annotation, AI, Impact Sourcing, Social Enterprise, Validation for machine learning algorithms, Autonomous Navigation, Autonomous Vehicles, AI for Agriculture, AI for E-Commerce, AI for AR/VR, Training Data, Complex Training Data, Generative AI, Supervised Fine-Tuning, Red Teaming for Generative AI, Model Evaluation, Large Language Models, LMM, and LLM
Locations
Employees at Sama
Updates
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At the heart of creating responsible AI are the talented annotators who make it all happen. With over 5,000 annotators on our team, they provide continuous feedback throughout the AI model development process—from data creation to fine-tuning and optimization. Their work ensures that AI models are built to meet real-world needs and are continually improved. Supported by tools like SamaHub, SamaAssure, and SamaIQ, these annotators play a key role in maintaining the quality and reliability of AI models, helping us stay ahead in the ever-evolving world of AI. Tune in here: https://lnkd.in/gxMwx3xt #GenerativeAI
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Advancing AI isn’t just about building models — it’s about the expertise and precision behind them. A recent Bloomberg article from Saritha Rai dives into the critical role experts play in building reliable AI systems that can truly make a difference. Our CEO Wendy Gonzalez is featured in this piece, emphasizing the importance of accuracy in AI: “Less accurate AI can go off the rails... Businesses can’t afford that.” Read more on this topic in the Bloomberg article below: https://lnkd.in/dzdyEViF #AI #datalabeling #AIInnovation
Secret to AI Profitability Is Hiring a Lot More Doctorates
bloomberg.com
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Automotive AI is gaining more efficiency from ever-better ML models, leaving us with increasingly complex use cases that, in turn, pose greater challenges. Shifting workflows and processes within #AutomotiveAI toward long sequences vs. single frames improves annotation accuracy by capturing contextual relationships and temporal dynamics. Read more in our latest issue of Prompt & Response.
The Automotive Issue: Auto-labeling, pre-annotations, and HITL within automotive
Sama on LinkedIn
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How do you turn 6TB of raw automotive video into just 70,000 meaningful frames for annotation? It starts with strategies like frame de-duplication, embedding models, and balancing datasets to focus on what matters. By zeroing in on rare and underrepresented classes, we make sure every frame adds real value. Curious how this approach saves time, cuts costs, and boosts model performance? Read here: https://lnkd.in/dEab9n_r
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What’s the ideal balance between technical expertise and accessible communication in AI? Developer Advocate Rizel Scarlett shares her journey at Block, where she bridges technical and non-technical worlds, tackles AI hallucinations, and redefines how GitHub Copilot is used. From evolving conversations around AI copilots to breaking barriers for underrepresented communities in tech through G{Code} House, Rizel highlights the responsibilities of AI users and the need for inclusive access to AI tools. Curious about her insights on objection handling, democratizing AI, and empowering new voices in tech? Tune in to learn more: https://lnkd.in/dfVAqkaG
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As a public benefit corporation, we [are] legally obligated to always consider our mission of empowering people in East Africa, especially women and youth, through digital skills and formal employment.” In a new Pulse 2.0 interview with Amit Chowdhry, our CEO Wendy Gonzalez shares how Sama has become a global leader in ethical AI. From our mission-driven roots to innovative solutions, this feature highlights how we strive to make a meaningful difference through responsible AI. Read more here: https://lnkd.in/eSb3x_7N #EthicalAI #ResponsibleAI #Leadership
Sama: Interview With CEO Wendy Gonzalez About The AI-Based Data Annotation And Model Evaluation Leader
https://pulse2.com
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Last week, the Impact team had the honor of attending B Lab Africa’s B Corp Community Social Connect hosted by Kenyan Originals . The evening was filled with inspiring discussions, valuable connections, and fresh perspectives on how B Corp companies are adapting business practices that promote sustainability while driving positive change for people and the planet. As global markets increasingly prioritize sustainability, the B Corp certification positions Sama as a leader in responsible business practices. We strive to maintain high standards of business, social and environmental performance, transparency, and accountability.We remain a proud member of the B Corp community.
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Patrick Steeves and our team evaluated three popular third party models—Llama 3.2, Gemini 1.5 Pro, and Claude 3.5 Sonnet—so you have a place to start when choosing an LLM for image captioning. Check it out in our latest issue of Prompt & Response. Plus: 📈 Results from pairing automation and standardization with real human oversight for multi-modal captioning 🌎 The Science Based Targets initiative validated our carbon emissions reduction targets ⚖️ Meeri Haataja on how she thinks the EU’s AI Act will impact AI companies
Which off-the-shelf LLM is best for image captioning? We put 3 popular models to the test.
Sama on LinkedIn
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This #GivingTuesday we're proud to showcase the Give Work Challenge from the Leila Janah Foundation. The program is committed to unleashing entrepreneurial potential in Kenya and Uganda, creating pathways to economic transformation. By providing mentorship, funding, and community support, the program is helping extraordinary entrepreneurs turn their innovation into thriving businesses. Each grant or mentorship connection is a bridge between potential and progress. Check out previous years’ winners to see how they are now creating jobs, solving local challenges, and driving sustainable economic growth within their communities. It’s proof that your donation is the stone that creates ripples of difference in the world. https://lnkd.in/d6QHYTMA #GiveWorkChallenge #EconomicEmpowerment #SamaImpact