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Snowflake Inc.

Data + AI Predictions 2024

How artificial intelligence will radically reshape data science, cybersecurity, applications and more

生成AIと大規模言語モデル(LLM)は、私たちのこれからの生活、働き方、ビジネスの手法を大きく変えます。この不透明な状況下で機会を捉えるための戦略について、Snowflakeの主要エキスパートの知見をご紹介します。主なトピックは以下のとおりです。

  • 生成AIとLLMが私たちの生活に及ぼす影響
  • データを活用したテクノロジーが企業に及ぼす、より広範な影響
  • データを活用したテクノロジーとオープンソースの間の相互変革
  • サイバーセキュリティ領域における高度なデータモデリングの多大な意味

 


本レポートの寄稿者はすべて、Snowflakeの社員です。

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生成AIとLLMは私たちの生活を大きく変える

ディープラーニングは、効率化、インサイト、そして機会をもたらします。しかし同時に、ディープフェイクや誤情報の危険も孕んでいます。このテクノロジーの登場によって、経済全体、そしてビジネスの手法は大きく変わります。しかも、この変革は、これまでの人類史上のどの技術革命よりも急速に進展します。以下に対するAIの影響について、Snowflakeのエキスパートによる知見をお届けします。

  • 人間中心のイノベーション
  • 倫理と規制体制
  • 雇用の創出、転換、消滅

 

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生成AIとLLMは企業を変革する

将来を見据えたデータ戦略がかつてなく重要になっています。大規模言語モデルは、巨大な機会だけでなく取り残されるリスクも生み出します。Snowflakeの2024年予測レポートでは、以下を実現する推進力について詳しく見ていきます。

  • データ戦略の加速
  • AIおよびAIを活用したアプリに対するアプローチの推進
  • データの収益化による新たな収入源の創出
  • 高度な技術的役割(データサイエンティストからBIアナリストまで)への期待の上昇

サイバーセキュリティ:アカウンタビリティ、AI、その他

新しいテクノロジーは、メリットだけでなく新たなリスクももたらします。生成AI時代において、サイバーセキュリティやその他の領域がどのように変化するかについて知ることは重要です。以下のトピックについて、Snowflakeのエキスパートが解説します。

  • AIの進歩がもたらすセキュリティの向上
  • AIの進歩が、最初はサイバー攻撃者にとって有利に働く理由
  • CISOの役割の(継続的な)進化

 

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本レポートの寄稿者

See Bio Benoit Dageville

Benoit Dageville

Co-Founder and President, Product

Benoit Dageville

Benoit Dageville

Co-Founder and President, Product

Benoit co-founded Snowflake and currently serves as President of the Product division. Benoit is a leading expert in parallel execution and self-tuning database systems. Prior to founding Snowflake, Benoit was with Oracle for 15 years as a lead architect for parallel execution in Oracle RAC and a key architect in the SQL Manageability group. Prior to Oracle, Benoit worked at Bull Information Systems. He helped define the architecture and lead database performance efforts for Bull’s parallel systems. Benoit has a PhD in Computer Science with a focus in Parallel Database Systems and holds more than 80 patents.

Christian Kleinerman

Christian Kleinerman

Senior Vice President of Product

Christian Kleinerman

Christian Kleinerman

Senior Vice President of Product

See Bio Sunny Bedi

Sunny Bedi

CIO & CDO

Sunny Bedi

Sunny Bedi

CIO & CDO

Sunny Bedi serves as the Chief Information & Data Officer at Snowflake. Prior to joining Snowflake, Sunny held Corporate IT and Operations leadership roles at Nvidia from 2008-2020 as they scaled from less than 2,000 employees to 15,000. Previously, Sunny has held leadership roles at VMWARE, JDSU, Deloitte Consulting and Andersen Consulting. He holds a BS and MBA from University of San Francisco, and Executive Education in Leadership and Technology from Stanford University.

See Bio Mario Duarte

Mario Duarte

VP, Security

Mario Duarte

Mario Duarte

VP, Security

Mario Duarte has 19 years of experience as a security professional working in the retail, health care, and financial sectors. He has built and managed security teams, developed and implemented security programs, and managed PCI and HIPAA compliance initiatives for medium and large organizations. Mario holds a Bachelor of Science degree in Economics from the University of San Francisco.

See Bio Sridhar Ramaswamy

Sridhar Ramaswamy

CEO

Sridhar Ramaswamy

Sridhar Ramaswamy

CEO

Sridhar Ramaswamy currently serves as Snowflake’s CEO. After joining Snowflake in May 2023 in connection with the company’s acquisition of Neeva, the world’s first private AI powered search engine, Sridhar spearheaded Snowflake’s AI strategy as SVP of AI. Prior to joining Snowflake, Sridhar co-founded Neeva in 2019.

Prior to founding Neeva, Sridhar led all of Google’s Advertising products, which included search, display and video advertising, analytics, shopping, payments, and travel. During his 15 years at Google, he was an integral part of the growth of AdWords and Google’s advertising business from $1.5 billion to over $100 billion. He also held research positions at Bell Labs, Lucent Technologies, and Bell Communications Research (Bellcore). Sridhar was a Venture Partner at Greylock Partners from October 2018 until recently, and he sits on the board of trustees at Brown University.

Jennifer Belissent

Jennifer Belissent

Principal Data Strategist

Jennifer Belissent

Jennifer Belissent

Principal Data Strategist

Mona Attariyan

Mona Attariyan

Director of Machine Learning

Mona Attariyan

Mona Attariyan

Director of Machine Learning

See Bio Prasanna Krishnan

Prasanna Krishnan

Senior Director, Product Management

Prasanna Krishnan

Prasanna Krishnan

Senior Director, Product Management

Prasanna leads product management for data sharing in the Snowflake Data Marketplace. The Data Marketplace enables businesses to seamlessly discover, use, and share all of the data and knowledge that they need to drive insights and answer business questions instantly. Prior to joining Snowflake in 2018, Prasanna built new products at companies such as Microsoft and Comcast. She also worked at venture-backed startups, including SmartyPal which she founded and led. Prasanna has her MS in Computer Science from the University of Illinois Urbana-Champaign, and an MBA from The Wharton School of the University of Pennsylvania.

Anoosh Saboori

Anoosh Saboori

Head of Product Security

Anoosh Saboori

Anoosh Saboori

Head of Product Security

James Malone

James Malone

Director, Product Management

James Malone

James Malone

Director, Product Management

Adrien Treuille

Adrien Treuille

Director, Product Management

Adrien Treuille

Adrien Treuille

Director, Product Management

Amanda Kelly

Amanda Kelly

Director of Product

Amanda Kelly

Amanda Kelly

Director of Product

 

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