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Tuesday, March 31, 2026

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Key AI news stories in enterprise and tech.

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Edition · 2026-03-31

k.
McKinsey Insights
KeyRank 85

The AI revolution in software development

This validates the massive shift in how software gets built and positions coding AI as the most transformative use case for business leaders planning AI investments. Every company building software needs to understand this paradigm shift.

Why it ranks · · McKinsey identifies software development as gen AI's killer application · 2026-03-31

Read full story
The six pillarsRanked by KeyRank · 2026-03-31

Frontier

6% share

Models, benchmarks, the lab race. · 5 stories

  1. 1Qwen3.5-Omni learned to write code from spoken instructions and video without anyone training it to78
  2. 2Alibaba Qwen Team Releases Qwen3.5 Omni: A Native Multimodal Model for Text, Audio, Video, and Realtime Interaction
  3. 3Training mRNA Language Models Across 25 Species for $165
All 5 stories

Tools

36% share

The AI products people actually use. · 30 stories

  1. 1Google's Veo 3.1 Lite cuts video generation costs by more than half78
  2. 2AWS launches frontier agents for security testing and cloud operations
  3. 3AWS pushes to automate application monitoring and penetration testing with AI agents
All 30 stories

Agents

quiet today

Autonomous systems in the wild. · 0 stories

  1. Nothing cleared the bar today.

Money

19% share

Funding, M&A, valuations, earnings. · 16 stories

  1. 1Nvidia invests $2B in Marvell as part of new interconnect partnership85
  2. 2Samsung-backed AI chip firm Rebellions raises $400 million ahead of IPO
  3. 3Marvell stock pops 13% as Nvidia takes $2 billion stake, continuing run of similar bets
All 16 stories

Chips

14% share

Silicon, racks, the compute buildout. · 12 stories

  1. 1Oracle reportedly lays off thousands of employees to bankroll its massive AI infrastructure bet85
  2. 2Nebius to Build One of Europe’s Largest AI Factories in Finland
  3. 3Nvidia invests $2bn in chipmaker Marvell to boost AI networking
All 12 stories

Work

25% share

Jobs, industries, people & policy. · 21 stories

  1. 1PyPI Supply Chain Attack Compromises LiteLLM, Enabling the Exfiltration of Sensitive Information78
  2. 2Vertex AI Vulnerability Exposes Google Cloud Data and Private Artifacts - The Hacker News
  3. 3Anthropic accidentally publishes Claude Code source code for anyone to find
All 21 stories
Enterprise & data stackSalesforce, Databricks, Snowflake & more · 2026-03-31
  1. 1
    Oracle reportedly lays off thousands of employees to bankroll its massive AI infrastructure betOracle
    85
  2. 2
    Meet the new SlackSalesforce
    72
  3. 3
    SAP and ANYbotics drive industrial adoption of physical AISAP
    72
  4. 4
    How Thomson Reuters Powers ICE and PalantirPalantir
    72
  5. 5
    Databricks to Invest $850M in UK AI OperationsDatabricks
    72
  6. 6
    Oracle cutting thousands in latest layoff round as company continues to ramp AI spendingOracle
    72

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