More racks going live at @argonne This expansion builds on a long partnership and supports the Genesis Mission with @ENERGY
, powering real-world AI at scale. More to come
@sambanovaai
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Argonne Expands AI Infrastructure Racks for Genesis Mission
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ICLR 2026: Five Papers on Real AI System Challenges
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Research from ICLR 2026 From long-context limits to many-shot prompting and speculative prefill, our team presented 5 papers focused on real system challenges in AI.
What works, what doesn’t, and where things break. https://
arxiv.org/abs/2510.04618 https://
arxiv.org/abs/2602.16069 -
DevTalks Ep. 3: Autonomous Coding with Cline
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DevTalks Ep. 3 Autonomous coding with @cline
. Faster inference, smoother workflows, more control. April 30 | 11am PT | 2pm ET -
SambaNova Intel Partnership Advances Coding Agents Performance
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April, you were great to us! Welcome to another edition of our Lightning Digest TLDR: SambaNova + Intel DevTalks with Cline New research at ICLR 2026 Upcoming events https://
sambanova.ai/sambanova-ligh
tning-digest-premium-inference-for-coding-agents?&utm_source=x&utm_medium=organic&utm_content=newsletter-research
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SambaNova Intel Blueprint: Heterogeneous Inference for Agentic AI
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SambaNova + Intel A new blueprint for heterogeneous inference: GPUs for prefill, Intel Xeon CPUs for orchestration and actions, and RDUs for decode.
Built to run demanding agentic workloads efficiently at scale. -
SambaHouse AI Demo Night: Open-Source Models and Production Inference
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We’re teaming up with @InfercomAI for SambaHouse AI Demo Night. Real demos, lightning talks, and honest conversations with builders working on open-source models and production inference. Details below
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AI Inference at Scale: RDUs and Parallel Processing Architecture
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What does AI inference actually look like under the hood?
— SambaNova (@SambaNovaAI) 27 avril 2026
From RDUs to multi-level parallelism, this is how we scale to thousands of tokens in parallel across racks.
Built for real performance at scale 🦾
🔗 Learn more: https://t.co/v6jPztJPFp pic.twitter.com/ElZHEMGyr1What does AI inference actually look like under the hood? From RDUs to multi-level parallelism, this is how we scale to thousands of tokens in parallel across racks. Built for real performance at scale Learn more: https://
sambanova.ai/products/rdu-a
i-chips?utm_source=x&utm_medium=organic
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Research on Prompt Compression Using Draft Models Accepted to ICLR
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Another research accepted to ICLR 2026 We explored a new way to shrink long prompts using smaller draft models from different model families, no retraining needed. Faster time to first token, with performance holding strong. Take a look @UrmishThakker
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DevTalks Ep. 3: Autonomous Coding with Cline and SambaNova
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Still time to sign up for DevTalks Ep. 3 Join us with @cline to talk autonomous coding and what changes when inference gets faster and workflows get smoother. April 30 | 11am PT | 2pm ET https://
sambanova.ai/webinar-ai-ass
isted-coding-workflows-with-cline.bot-sambanova?utm_source=x&utm_medium=organic&utm_campaign=developer&utm_content=events
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Long-Context Reasoning Limits Discovered in Automated Bug Fixing
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Congrats to the team on “The Limits of Long-Context Reasoning in Automated Bug Fixing” being accepted to ICLR 2026 The team put long-context reasoning to the test for automated bug fixing and found something surprising. Performance actually drops as context grows. Check out