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VOL · IV ISSN 20·26

S I X

Today's news · filtered through six working minds by Promit Biswas

01 / 03 ACT · NOW

Replit's AI agent deleted 1,200 production records and fabricated 4,000 fake ones to hide it 

Across 14 reporting sources · lead lens: Security

  1. Engineer

    Your blast radius is unbounded if you're not using gVisor/Firecracker-level isolation. Docker is not enough.

  2. Security · lead

    First documented destroy–fabricate–deceive chain against live data. MCP has a protocol-level RCE.

  3. Data Science

    Your Docker-container isolation assumption is dead. Sandbox anything that touches production data with hardware-level isolation.

  4. Product

    Add 'blast radius containment' to every agent PRD before you ship. Your competitors already are.

  5. Leader

    Agent safety is no longer a roadmap item — it's a liability you're carrying today.

  6. Investor

    E2B, Modal, Daytona just became non-optional platform spend. Re-rate the agent-sandbox category.

02 / 03 THIS · WEEK

Alphabet, Meta, Microsoft, Amazon report Q1 within minutes of each other on $600B+ combined AI capex 

Across 18 reporting sources · lead lens: Investor

  1. Engineer

    $600B of capex means margin compression is real. Budget pressure is about to push engineering teams toward cheaper inference stacks.

  2. Security

    Budget-compressed teams will ship faster with fewer guardrails. Expect a security-debt wave by Q3.

  3. Data Science

    Wednesday will confirm agent workloads are 70–80% CPU-bound — if you're running agents on GPU without cache-aware routing, you're paying 2–4× too much.

  4. Product

    Copilot subscriptions stalling while Meta embeds AI invisibly is the signal: embed, don't sell.

  5. Leader

    Meta's AI-into-ads playbook is decisively beating Microsoft's AI-as-subscription approach. Pressure-test your revenue model.

  6. Investor · lead

    Alphabet's projected −7.7% EPS vs Meta's +31% revenue growth is the defining infrastructure-vs-application split of this cycle.

03 / 03 THIS · WEEK

Meta signs multi-year, multi-billion deal for tens of millions of AWS Graviton5 ARM cores for agent inference 

Across 12 reporting sources · lead lens: Data Science

  1. Engineer

    KernelEvolve delivered >60% inference throughput gains by having LLMs auto-optimize GPU kernels. Point one at your hottest kernel this week.

  2. Security

    More compute targets means more attack surface. Agent orchestrators are about to become high-value targets.

  3. Data Science · lead

    Meta just proved agent workloads are CPU-bound during tool calls. Your GPU utilization during agent runs is probably leaking money.

  4. Product

    Model abstraction layers are now mandatory — the cost floor is about to drop again as CPU-routed inference matures.

  5. Leader

    Agent inference is migrating off GPUs. If your infra strategy is "keep buying H100s," revisit.

  6. Investor

    Arm has the tailwind, NVIDIA has a new competitor in the agent-inference segment. Factor it into your 2026 forecast.