Change Intelligence

What changed, entity by entity.

The intelligence graph is fingerprinted on every publish. This is the mechanical ledger of what moved: new reports, evidence clusters appearing or retiring, validation scores shifting. The editorial view stays on /updates/; agents can read /changes.json or use the ideanavigator_get_changes MCP tool.

2026-06-16

• removed trend-signal Removed trend-signal: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models
• added trend-signal New trend-signal: A backdoor in a LinkedIn job offer Business Ops
• added regulation New regulation: Germany B2B e-invoicing transition milestone Agencies
• added regulation New regulation: FDA FSMA Section 204 food traceability compliance Hospitality
• added regulation New regulation: EU Deforestation Regulation small-operator application date Hospitality
• added regulation New regulation: EU battery passport requirements Hospitality
• added regulation New regulation: EU AI Act high-risk system obligations Software & AI
• added regulation New regulation: EU AI Act general-purpose AI obligations Software & AI
• added persona New persona: Security lead at a small or mid-sized organization Business Ops
• added persona New persona: Liquidation buyer sourcing assets from closing businesses Public Sector
• updated persona Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 51 → 53 Software & AI
• updated persona Budget owner who feels the operational cost of the broken workflow.: ideaCount 51 → 53 Software & AI
• added keyword New keyword: time validation Public Sector
• added keyword New keyword: time automation Public Sector
• updated keyword signal software: ideaCount 1 → 2 Business Ops
• added keyword New keyword: real workflow Public Sector
• added keyword New keyword: real ai Public Sector
• updated keyword operations validation: ideaCount 1 → 2 Business Ops
• updated keyword operations automation: ideaCount 1 → 2 Business Ops
• updated keyword monitor template: ideaCount 2 → 3 Business Ops
• added keyword New keyword: cybersecurity workflow Business Ops
• added keyword New keyword: cybersecurity ai Business Ops
• added keyword New keyword: closure template Public Sector
• added keyword New keyword: business software Public Sector
• added job-role New job-role: Security Customer Success Manager
• added job-role New job-role: Compliance Automation Specialist
• added job-role New job-role: Restaurant Operations Specialist
• added job-role New job-role: Hospitality Implementation Manager
• added job-role New job-role: Field Service Workflow Consultant
• added job-role New job-role: Dispatch Operations Analyst
• added job-role New job-role: Student Information Implementation Consultant
• added job-role New job-role: District Success Manager
• added job-role New job-role: Accounts Payable Automation Consultant
• added job-role New job-role: Accounting Partner Success Manager
• added job-role New job-role: Property Operations Product Manager
• added job-role New job-role: Maintenance Workflow Specialist
• added idea New idea: Cybersecurity operations signal monitor: A backdoor in a LinkedIn job offer Business Ops
• added idea New idea: Real-time business-closure alerts for asset buyers Public Sector
• updated complaint-cluster Reliability and performance failures: sourceIds changed Software & AI
• added complaint-cluster New complaint-cluster: Output quality and hallucination complaints Business Ops
• added complaint-cluster New complaint-cluster: Billing, pricing, and subscription friction Software & AI
• updated company Vanta: hiringVelocity, latestRoleCount changed
• updated company Toast: hiringVelocity, latestRoleCount changed
• updated company ServiceTitan: hiringVelocity, latestRoleCount changed
• updated company PowerSchool: hiringVelocity, latestRoleCount changed
• updated company Bill.com: hiringVelocity, latestRoleCount changed
• updated company AppFolio: hiringVelocity, latestRoleCount changed
• updated community Review and alternative pages: ideaCount 51 → 53 Software & AI
• updated community Reddit / forums: ideaCount 44 → 45 Software & AI
• updated community Launch communities: ideaCount 51 → 53 Software & AI
• updated community Hacker News: ideaCount 7 → 8 Software & AI
• added adoption-signal New adoption-signal: openai (pypi) Field Trades
• added adoption-signal New adoption-signal: llama-index (pypi) Software & AI
• added adoption-signal New adoption-signal: langchain (pypi) Software & AI
• added adoption-signal New adoption-signal: invoice2data (pypi) Finance
• added adoption-signal New adoption-signal: great-expectations (pypi) Agencies
• added adoption-signal New adoption-signal: fhir.resources (pypi) Healthcare
• added adoption-signal New adoption-signal: fastapi (pypi) Software & AI
• added adoption-signal New adoption-signal: dbt-core (pypi) Finance
• added adoption-signal New adoption-signal: playwright (npm) Software & AI
• added adoption-signal New adoption-signal: @medplum/core (npm) Healthcare
• verdict-resolved prediction Employee handbook change digest for small employers: prediction confirmed Business Ops

2026-06-15

• verdict-resolved prediction Field service photo checklist for HVAC teams: prediction confirmed Field Trades
• verdict-resolved prediction Data processing agreement tracker for micro SaaS teams: prediction confirmed Software & AI
• verdict-resolved prediction Data retention cleanup assistant for small law firms: prediction confirmed Legal & Risk
• verdict-resolved prediction Permit renewal calendar for mobile food vendors: prediction confirmed Retail & Local
• verdict-resolved prediction Incident postmortem builder for managed service providers: prediction confirmed Agencies
• verdict-resolved prediction Accessibility issue triage board for small websites: prediction confirmed Software & AI
• verdict-resolved prediction AI prompt audit log for marketing agencies: prediction confirmed Agencies
• verdict-resolved prediction Client asset intake portal for accountants: prediction confirmed Finance
• verdict-resolved prediction Grant deadline radar for arts nonprofits: prediction confirmed Nonprofits
• removed trend-signal Removed trend-signal: CRISPR tech selectively shreds cancer cells, including "undruggable" cancers
• added trend-signal New trend-signal: Show HN: Kage – Shadow any website to a single binary for offline viewing Software & AI
• added persona New persona: Product or engineering lead at a small software company Software & AI
• added persona New persona: Operations manager at a digital or AI services agency Agencies
• updated persona Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 49 → 51 Software & AI
• updated persona Budget owner who feels the operational cost of the broken workflow.: ideaCount 49 → 51 Software & AI
• added keyword New keyword: usage template Agencies
• added keyword New keyword: technology workflow Software & AI
• added keyword New keyword: technology ai Software & AI
• added keyword New keyword: signal software Software & AI
• added keyword New keyword: retainer validation Agencies
• added keyword New keyword: retainer automation Agencies
• added keyword New keyword: plus software Agencies
• added keyword New keyword: operations validation Software & AI
• added keyword New keyword: operations automation Software & AI
• updated keyword monitor template: ideaCount 1 → 2 Hospitality
• added keyword New keyword: blended workflow Agencies
• added keyword New keyword: blended ai Agencies
• added idea New idea: Technology operations signal monitor: Show HN: Kage – Shadow any website to a single binary for offline viewing Software & AI
• added idea New idea: Blended retainer-plus-usage billing for agencies Agencies
• updated community Review and alternative pages: ideaCount 49 → 51 Software & AI
• updated community Reddit / forums: ideaCount 43 → 44 Software & AI
• updated community Launch communities: ideaCount 49 → 51 Software & AI
• updated community Hacker News: ideaCount 6 → 7 Software & AI

2026-06-14

• removed trend-signal Removed trend-signal: Kimi K2.7-Code: open-source coding model with better token efficiency
• removed trend-signal Removed trend-signal: MiMo Code is now released and open-source
• removed complaint-cluster Removed complaint-cluster: Output quality and hallucination complaints
• removed complaint-cluster Removed complaint-cluster: Billing, pricing, and subscription friction
• added trend-signal New trend-signal: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models Software & AI
• updated trend-signal CRISPR tech selectively shreds cancer cells, including "undruggable" cancers: topic changed Healthcare
• updated persona Operations lead rolling out AI tools across a small team: ideaCount 3 → 4 Software & AI
• updated persona Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 47 → 49 Software & AI
• updated persona Budget owner who feels the operational cost of the broken workflow.: ideaCount 47 → 49 Software & AI
• added persona New persona: Broker reselling used data-center GPUs and servers Software & AI
• added keyword New keyword: value validation Software & AI
• added keyword New keyword: value automation Software & AI
• added keyword New keyword: used template Software & AI
• updated keyword signal validation: ideaCount 4 → 5 Software & AI
• updated keyword signal automation: ideaCount 4 → 5 Software & AI
• updated keyword operations workflow: ideaCount 3 → 4 Software & AI
• updated keyword operations ai: ideaCount 3 → 4 Software & AI
• updated keyword monitor software: ideaCount 5 → 6 Software & AI
• added keyword New keyword: fair workflow Software & AI
• added keyword New keyword: fair ai Software & AI
• added keyword New keyword: appraisals software Software & AI
• added keyword New keyword: amazon template Software & AI
• added idea New idea: Fair-value appraisals for used GPUs and AI hardware Software & AI
• added idea New idea: AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models Software & AI
• added funding-signal New funding-signal: Vanta — Series C
• added funding-signal New funding-signal: Toast — IPO
• added funding-signal New funding-signal: ServiceTitan — IPO
• added funding-signal New funding-signal: PowerSchool — Take-private
• added funding-signal New funding-signal: GovWin (Deltek) — Private equity
• added funding-signal New funding-signal: Bonterra — Acquisition-backed
• added funding-signal New funding-signal: Bill.com — IPO
• added funding-signal New funding-signal: AppFolio — Public
• updated complaint-cluster Reliability and performance failures: sourceIds changed Software & AI
• added company New company: Vanta
• added company New company: Toast
• added company New company: ServiceTitan
• added company New company: PowerSchool
• added company New company: GovWin (Deltek)
• added company New company: Bonterra
• added company New company: Bill.com
• added company New company: AppFolio
• updated community Review and alternative pages: ideaCount 47 → 49 Software & AI
• updated community Reddit / forums: ideaCount 42 → 43 Software & AI
• updated community Launch communities: ideaCount 47 → 49 Software & AI
• updated community Hacker News: ideaCount 5 → 6 Software & AI

2026-06-13

• added trend-signal New trend-signal: CRISPR tech selectively shreds cancer cells, including "undruggable" cancers Healthcare
• added trend-signal New trend-signal: Kimi K2.7-Code: open-source coding model with better token efficiency Software & AI
• added persona New persona: Safety or compliance lead at a consumer-health or food brand Healthcare
• updated persona Hands-on operator willing to pilot a narrow tool before a full rollout.: ideaCount 45 → 47 Software & AI
• added persona New persona: Developer-relations lead at a developer-tools startup Software & AI
• updated persona Budget owner who feels the operational cost of the broken workflow.: ideaCount 45 → 47 Software & AI
• added keyword New keyword: signal template Healthcare
• added keyword New keyword: safety software Healthcare
• added keyword New keyword: platform template Software & AI
• added keyword New keyword: idea workflow Software & AI
• added keyword New keyword: idea ai Software & AI
• added keyword New keyword: health validation Healthcare
• added keyword New keyword: health automation Healthcare
• added keyword New keyword: email validation Software & AI
• added keyword New keyword: email automation Software & AI
• added keyword New keyword: drip software Software & AI
• added keyword New keyword: consumer workflow Healthcare
• added keyword New keyword: consumer ai Healthcare
• added idea New idea: One-idea-per-email drip platform for developer onboarding Software & AI
• added idea New idea: Consumer health and safety signal monitor: CRISPR tech selectively shreds cancer cells, including "undruggable" cancers Healthcare
• updated complaint-cluster Reliability and performance failures: sourceIds changed Software & AI
• added complaint-cluster New complaint-cluster: Output quality and hallucination complaints Business Ops
• added complaint-cluster New complaint-cluster: Billing, pricing, and subscription friction Software & AI
• updated community Review and alternative pages: ideaCount 45 → 47 Software & AI
• updated community Reddit / forums: ideaCount 41 → 42 Software & AI
• updated community Launch communities: ideaCount 45 → 47 Software & AI
• updated community Hacker News: ideaCount 4 → 5 Software & AI
• baseline graph Baseline: 364 entities across 8 types