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sambanova: products, features, and independent customer feedback.
Products
DataflowThe natural movement of AI.
SambaNova’s Dataflow Architecture is a hardware design in its Reconfigurable Dataflow Unit (RDU) that allows data to flow from one AI operation to the next as an assembly pipeline. This architecture eliminates frequent, energy-intensive memory bottlenecks (kernel calls), enabling faster AI inference, higher model utilization, and significantly better energy efficiency. Source ↗
SambaCloudThe fastest AI inference on the largest models.
SambaCloud is a full-stack AI inference platform developed by SambaNova. It delivers the fastest inference speeds on large open-source models — including Llama, DeepSeek, and Qwen — using SambaNova's proprietary Reconfigurable Dataflow Unit (RDU) AI chip. It is purpose-built for developers who need high-throughput, low-latency AI at scale. Source ↗
SambaRackAir-cooled hardware built for cloud-scale agentic AI solutions.
SambaRack is a turnkey AI rack system designed to deploy and run large AI models efficiently in data centers. It integrates hardware, networking, and software into a single self-contained system built around SambaNova RDU chips to deliver fast inference performance. Source ↗
SambaStackThe most efficient full-stack fast AI inference to build your AI factory.
SambaStack is SambaNova's full-stack enterprise AI platform, combining purpose-built hardware and software into a single, integrated solution for AI inference. It is designed for organizations that need dedicated AI infrastructure — deployed either on-premises or in the cloud — and want to run the fastest inference on leading open-source models at scale. Source ↗
SambaStack allows your team to fully configure the workloads you want to run on SambaRack systems. Each rack can run pre-configured model bundles and hot-swap between model bundles at inference time. This allows you to serve more models with a significantly smaller hardware footprint. Source ↗
RDURDU chips from SambaNova are purpose-built for agentic inference. The SN50 is the chip with the speed and throughput required for agentic AI.
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Customer feedback
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Intel-Backed AI Chip Firm SambaNova to Quintuple Valuation to $10 Billion
@MiniMax_AI @SambaNovaAI I’m cancelling my subscription, and I’ll make sure everyone I know stays away from your service. This has been a terrible experience, and I’m done wasting my time and money on something this unreliable.
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Intel in talks to acquire AI startup Sambanova Systems
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SambaNova (sambanova.ai) – TIL about this competitor
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Any info on Sambanova? : r/Theranos
https://venturebeat.com/ai/sambanova-announces-new-ai-samba-coe-v0-2-that-already-beats-databricks-dbrx/ https://techcrunch.com/2023/09/19/new-sambanova-chip-d ...
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Sambanova interview or Scam? : r/csMajors
The email is from the domain: sambanova.live Hi, Welcome to SambaNova. We recently looked over your background and we think you will be a good fit as ...
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SambaNova SN50 benchmarks - does anyone have hands ...
SambaNova SN50 benchmarks - does anyone have hands-on time with this? Discussion.
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A Conversation with AI Visionaries from SambaNova ...
Dataflow-as-a-Service takes SambaNova's expertise and learning and adds that to the client's team. The service allows our clients to run ...
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The first valuable comment imho, thanks! Let me add
https://sambanova.ai/ (Enterprise AI and dataflow-as-a-service for established models) ; https://www.cerebras.net/ (AI accelerator, trying to compete with Nvidia).
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OpenAI is exploring making its own AI chips
- https://sambanova.ai/ (Enterprise AI and dataflow-as-a-service for established models). - ... A story like this could also help negotiate prices ...
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Marketing & Ads
Talk To Our Neocloud Team To See How You Could Benefit
You can serve a billion tokens a second and lose money on every one of them. Speed is expected. Payback is the benchmark. Ours is 6 months. Here’s a fun experiment for you: Ask an AI infrastructure vendor about payback and watch how quickly the conversation gets awkward. 😬 Every buyer cares about one thing: When does this hardware earn back what I paid for it? For most infrastructure, the answer is a year or more. We’ve somehow decided that’s normal. Well, we don’t. 6-month payback. 5-year lifespan. You can do the math. Economics is the real difference-maker.
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First shown Oct 19, 2026 · Last shown Nov 11, 2026Making AI More Affordable with Disaggregated Inference
"As the cost of tokens continue to rise because the infrastructure is so expensive, people are looking for alternatives. So at SambaNova, we come in with a much lower-cost infrastructure, much higher performance. We drive it at 10 kilowatts, an order of magnitude lower power than the traditional GPUs." — Rodrigo Liang During his chat with Matthew Miller on Bloomberg Television, Rodrigo explained how we're able to make AI more affordable: disaggregated inference. Instead of relying on a single architecture, it combines GPUs for prefill, RDUs for high-speed decode, and CPUs for orchestration, allowing each processor to do what it does best. The result is faster inference, lower latency, and significantly lower-cost tokens for enterprises and service providers deploying AI at scale. This architecture powers the world's first commercially available disaggregated inference cloud, including VC2, helping organizations bring AI into production with better performance and better economics. Watch their conversation below ⬇️
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First shown Sep 15, 2026 · Last shown Nov 11, 2026LIVE from Oracle AI World 🚨 SambaNova and Oracle are collaborating to bring high-performance inference to Oracle Cloud Infrastructure (OCI). “Our customers want the right infrastructure for every AI workload, and inference demand is growing fast,” said Mahesh Thiagarajan, President, Oracle Cloud Infrastructure. “We plan to bring SambaNova’s RDU chips to OCI to give AI builders a high-performance, efficient way to run models at scale.” Link to the full press release in the comments below ⬇️
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Broadcom's Charlie Kawwas & BlackRock's Tony Kim on Best Inference Platforms
When you get a haute couture shoutout at RAISE Summit 🤩 Huge thanks to Charlie Kawwas & Tony Kim for highlighting the amazing collaboration between our teams across generations of AI infrastructure. So inspiring to watch heterogeneous AI infrastructure lead the way as we move into an exciting new chapter for enterprise AI! 🦾 Rodrigo Liang Henri Delahaye Broadcom BlackRock
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First shown Sep 15, 2026 · Last shown Nov 11, 2026The Power Crisis No One Is Talking About in AI
"The benefit of SambaNova, uniquely, which is a result of our architecture, is our systems are fully air cooled. They're 30 kilowatts and they can go into most datacenters in the world today." — Anton McGonnell Many AI racks need 600 kW of power. No datacenter in the world can handle that today. SambaNova runs on 30kW and fits in existing infrastructure. 🦾 🎥: Forbes
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First shown Sep 15, 2026 · Last shown Nov 11, 2026Talk To Our Neocloud Team To See How You Could Benefit
You can serve a billion tokens a second and lose money on every one of them. Speed is expected. Payback is the benchmark. Ours is 6 months. Here’s a fun experiment for you: Ask an AI infrastructure vendor about payback and watch how quickly the conversation gets awkward. 😬 Every buyer cares about one thing: When does this hardware earn back what I paid for it? For most infrastructure, the answer is a year or more. We’ve somehow decided that’s normal. Well, we don’t. 6-month payback. 5-year lifespan. You can do the math. Economics is the real difference-maker.
Request Demo
First shown Oct 19, 2026 · Last shown Nov 11, 2026Big news for our team: SambaNova Co-Founder and CEO Rodrigo Liang has joined the WSJ Leadership Institute CEO Council. Rodrigo brings decades of experience building processors, systems and technology designed for the world’s most demanding computing challenges. At SambaNova, that vision has driven a full-stack approach to AI infrastructure built around our Reconfigurable Dataflow Unit architecture. As AI moves from experimentation to production, Rodrigo brings a clear perspective on what it will take to deliver inference faster, more efficiently and at an economic scale. We’re looking forward to the conversations ahead. Congratulations, Rodrigo! 🚀 Learn more: https://bit.ly/4xJRxE3
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The Premium Inference Moment Is Here
What happens when bigger, smarter models also get faster? 🤔 You get a new category of AI experience: premium inference. As models scale, speed becomes just as important as intelligence. For agents and other latency-sensitive workloads, every token matters. The next step isn't just serving more tokens. It's serving better tokens, faster.
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First shown Sep 15, 2026 · Last shown Nov 11, 2026Website marketing
Contact SambaNova Today ↗
Connect with SambaNova. Contact us for sales inquiries, partnerships, technical support, or general information about our AI solutions and platform.
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Rodrigo Liang on AI Inference Economics and ROI at CAIS | SambaNova ↗
On-Premises AI Inference Behind the Firewall | SambaNova ↗
Inference Is the Center of the AI Economy | Rodrigo Liang, SambaNova ↗
RDU Dataflow Architecture: Faster AI Inference | SambaNova ↗
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Argonne National Laboratory Scales Agentic AI with SambaStack ↗
TACC Accelerates Open Science with SambaStack ↗
How TACC Runs On-Premises AI Research on SambaStack ↗
General Compute builds the world’s fastest inference cloud with SambaNova ↗
Ricoh runs Japanese custom AI models 10× faster on SambaCloud ↗
How to Build a ReAct AI Agent with LangGraph ↗
Delivering Sovereign AI to the EU ↗
The Rise of Deep Agents and Coding Agents ↗
Do More with Less: Enterprise Agent Tech Workflows on Minimal Hardware ↗
Context Engineering for AI Agents: A Guide ↗
OVHcloud Premium AI Endpoints Powered by SambaNova ↗
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chatgpt is just the tip of the iceberg in content creating artificial intelligence get ready for a lot of disruption ↗
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cto interview kunle olukotun of sambanova ↗
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dialysis lab uses sambanova delorean ai for renal care ↗
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eetimes sambanova raises eye popping series d funding ↗
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energy digital magazine november drives ai into new computing era for the energy industry pg. 45 53 ↗
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enterprises are not making progress on ai risk ceding competitive advantage ↗
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ethics of ai benefits and risks of artificial intelligence ↗
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eu ai act reaction ais gdpr moment as big tech sounds the alarm ↗
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european bank sees path to fastest ai supercomputer ↗
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executives weigh risks benefits of emerging technologies ↗
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financial services leaders struggle to keep up with ai developments ↗
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for users better ai means more personalization ↗
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former jaic afrc leader douglas drakeley appointed to sambanova systems advisory board ↗
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from rockets to lab grown meat these deals show some of the hottest new startup sectors of 2021 ↗
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generative ai solutions for the contact center ↗
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getting around the gpt 3 waitlist the hardware way ↗
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gitex 2021 sambanova launches first enterprise grade gpt ai powered language model ↗
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heard on the street 6 5 2023 ↗
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how ai and ml innovations are driving the need for hardware transformation vb live ↗
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how companies are dealing with the talent shortage in data science ↗
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how customizing models is bringing generative ai to the enterprise ↗
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how enterprise ai use will grow in 2021 predictions from our ai experts ↗
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how sambanova systems is navigating shifts in the ai industry ↗
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how sambanova systems is tackling dataflow as a service ↗
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hr tech predictions 2022 diy ai to accelerate ai deployments across organization ↗
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hungarian gov teams up with eastern european bank to develop ai supercomputer ↗
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hungarys otp bank invests in ai supercomputer ↗
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implementing ai during a worldwide talent shortage ↗
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insidebigdata latest news 3 7 2023 ↗
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intelligent decision making for capital markets ↗
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intelligent decision making for risk managers ↗
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investors poured over 13 billion into just 56 ai startups in the first four months of 2021 alone vcs and ceos explain why everyone is trying to cash in ↗
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its time for banks to get more intelligent about artificial intelligence ↗
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lack of skilled staff limits ai adoption in banking survey finds ↗
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london the worlds leader in ai ↗
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microsoft unveils chatgpt powered browser and bing search engine ↗
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microsoft unveils new bing powered by chatgpt to take on google ↗
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new gpt ai powered large language model for banking increases financial services institutions competitiveness and enables accelerated digital transformation 1703560230974 ↗
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new sambanova chip designed to handle 5 trillion parameter model ↗
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new study reveals more than 78 of companies cite ai as a key revenue driver in 2022 ↗
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now a dedicated gpt for the financial industry ↗
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nvidia competitor sambanova launches new ai chip ↗
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otp bank selects sambanova systems to build europes fastest ai supercomputer ↗
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otp group taps sambanova for ai supercomputer ↗
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peter buckingham joins sambanova as vp of software engineering ↗
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precision accuracy scale and experience all matter with ai ↗
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report tech leaders worry the industry may run out of compute power in the next decade ↗
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reuters ai chip maker sambanova raises 676 mln valued at over 5 bln ↗
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sadiq khan to meet tech giants on trade mission to silicon valley ↗
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sambanova adds enterprise grade gpt language modeling to its dataflow as a service platform ↗
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sambanova adds gpt banking to its growing dataflow as a service lineup ↗
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sambanova adds gpt to services expands nlp capabilities ↗
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sambanova adds hbm for llm inference chip ↗
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sambanova ai launches new chip the sn40l ↗
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sambanova aims to meet generative ai challenges ↗
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sambanova announces new datascale sn30 hpc system ↗
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sambanova announces next gen datascale system ↗
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sambanova brings custom silicon to bear on high end ai workloads ↗
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sambanova ceo new ai chip brings performance and cost savings ↗
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sambanova ceo pre to post ai transition will be bigger than the internet ↗
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sambanova doubles up chips to chase ai foundation models ↗
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sambanova includes gpt ai powered language in its daas ↗
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sambanova injects a little ai mojo into us supercomputer labs nuke sims ↗
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sambanova is enabling disruption in the enterprise with ai language models computer vision recommendations and graphs ↗
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sambanova launches gpt powered ai purpose built for financial services industry ↗
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sambanova launches second gen datascale system ↗
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sambanova makes a mark in the ai hardware realm ↗
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sambanova opens applications for enterprise ai membership program elevaite ceo rodrigo liang quoted ↗
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sambanova research 78 of uk financial services leaders struggle to keep up with ai tech amidst ongoing talent shortage ↗
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sambanova ships second generation ai systems ↗
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sambanova systems announces sambanova gpt banking ↗
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sambanova systems gives its integrated ai hardware and software platform a massive performance boost ↗
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sambanova systems gpt training program earns high marks ceo rodrigo liang and svp marshall choy quoted ↗
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sambanova systems now offers gpt ai powered language model ↗
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sambanova systems set to propel otp bank into the age of artificial intelligence ↗
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sambanova systems to deliver sambanova datascale to riken ↗
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sambanova systems to meet the countrys technology priorities ↗
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sambanova systems unveils deep learning platform purpose built for financial services firms ↗
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sambanova systems unveils gpt ai powered language model at gitex ↗
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sambanova tackles generative ai with new chip and new approach ↗
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sambanova unveils gpt banking for financial industry ↗
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sambanovas ai paired with fugaku supercomputer to develop digital twins ↗
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sambanovas new silicon targets foundation models ↗
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silicon valley business journal ai tech startup and nvidia rival sambanova scores 676m at 5b valuation ↗
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silicon valley startup sambanova offers new ai system triples previous system speed ↗
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siliconangle ai platform startup sambanova systems raises 676m in late stage round ↗
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so you think you can design a 20 exaflops computer ↗
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softbank leads funding round valuing sambanova at 5 billion ↗
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techcrunch sambanova raises 676m at a 5.1b valuation to double down on cloud based ai software for enterprises ↗
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technology industry artificial intelligence venture financing deals total 6.1bn globally in april 2021 ↗
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techstrong tv ai renaissance marshall choy sambanova ↗
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the ai gold rush is alive in silicon valley ↗
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weird new things are happening in software says stanford ai professor chris re ↗
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ai chip startup sambanova raises 56m from gv and others ↗
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ai gets a boost via llnl sambanova collaboration ↗
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ai newcomer sambanova gas product lineup and offers new service ↗
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ai sambanova breaks cover 450m ai startup with 8 socket ai training solutions and more ↗
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ais next act genius chips programmable silicon and the future of computing ↗
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googles parent company just made its first ever investment in an a i chip start up 2 ↗
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how business leaders should think about ai hardware ↗
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its not just ai this is a change in the entire computing industry says sambanova ceo ↗
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national lab supercomputing sites pick sambanova for ai system dance ↗
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nnsa establishes partnership to accelerate key artificial intelligence computing initiatives ↗
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purdue university launches new research center on programming principles and software systems ↗
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sambanova delorean ai tech offers kidney treatment guidance to doctors ↗
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sambanova emerges from stealth with record breaking ai system ↗
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sambanova has been named a 2021 best tech startup by the tech tribune ↗
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sambanova unveils purpose built ai machine ↗
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software has to lead hardware in the ai dance ↗
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startup taps ai to monitor chips ↗
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the red hot ai hardware space gets even hotter with 56m for a startup called sambanova systems ↗
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top 10 artificial intelligence funding and investments of 2020 ↗
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twimlai com twiml talk 211 designing computer systems for software with kunle olukotun ↗
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