Supply chain

Week 43 · 19-25 Oct

3 sources filed · EN 3

  • B

    Preliminary report: Oct 21st security incident

    Timeline: abnormal latency paged on-call at 13:58 UTC on 20 October; privilege escalation in build infrastructure identified and builds halted; a first remediation was followed at 19:53 by evidence the attacker could escalate further in parallel.

    at most 1.85%share of Railway workspaces with environment variables potentially compromised

  • B

    How abliterated models can get you pwned

    Base: Qwen2.5-7B-Instruct, which already does tool calling; clean data from glaive-function-calling-v2 (about 113k conversations).

    75 to 98 percenttrigger fire rate on the 1.5B model with 1% poisoned rows (15 of 1,500), clean accuracy 99-100%

March 2026

1 source filed · EN 1

  • C

    Transforming order-to-delivery operations with agentic AI

    Top-performing enterprises process over 90 percent of orders without human intervention; the rest need manual handling for pricing discrepancies, customer-specific terms, incomplete orders, stock allocation, credit risk and compliance.

    over 90 percentshare of orders top-performing enterprises already process without human intervention (per Capgemini)