AI Reports
Aleph Alpha ships Kolibri, a sovereign open-weight model
- Willison calls for default hard budget caps on agents
- Federal judge brands Flock 'indiscriminate mass surveillance'
- OpenAI safety departure lands
Every day since May
143 days · none missedSpecial reports
16 reports · 7–38 min readsWhat the World's Best Websites Are Doing in the AI Era (2026)
Performance · Rendering architecture · Agent-readable web · WebMCP & ACP · Design systems as API · Design craft · Accessibility · 59 sources
Ontologies, Graph Knowledge, Semantic Layer & Context Layer (2025–2026)
Ontologies · GraphRAG · Semantic layer · Context layer · Convergence and adoption (2025–2026)
Ontologies, Graph ML & AIOps: Where the ML Actually Goes
Palantir ontology · Governance · Link prediction · AIOps layers · The determinism question · Foundry mapping · 5 diagrams · Reading list
Context Lake: The Infrastructure Layer for Autonomous AI Agents
Definition · Architecture · 4 platforms compared · AIOps blueprint · Anti-patterns · Real economics · 11 sources
AI-Native Design Patterns: What Ramp, Linear, and Vercel Got Right
Zero-touch automation · Exception-driven UI · Progressive autonomy · Trust architecture · What traditional SaaS gets wrong
Single-Agent vs. Multi-Agent LLM Systems: The Architectural Debate
21 papers analyzed · Debate, roles, and voting paradigms · MoE isomorphism · Cost-normalized benchmarks · Open problems
AI Agent Memory in 2026: Architectures, Frameworks & Trade-offs
The memory taxonomy · Vector vs graph vs OS-tiered · Mem0 vs Zep vs Letta on the benchmarks · Temporal knowledge graphs · How to choose
The Architecture of Frontier AI in 2026: Five Shifts
MoE is the default · Test-time compute is the new scaling axis · Efficient attention breaks the context ceiling · Speculative decoding ships in the weights · The frontier is contested across five labs
Building Agent Skills in 2026: Progressive Disclosure as a Design Pattern
What a Skill is · Skills vs. tools · The three-tier disclosure model · How to author one · The context-tax discipline · Security
SRE in 2026: The AI Teammate, the Stack, and the Governance Line
AI SRE agents hit GA · The incident loop, automated · Where autonomy stops · The OpenTelemetry-native stack · Open source vs. enterprise
Agents That Run Businesses: The New Autonomous Executive
Full landscape · 40+ companies · Technical architecture · Real economics · Anti-patterns · Where it's heading
ArXiv CS.AI Trend Report — 6 Signals From 3,862 Papers (May–Jun 2026)
ArXiv CS.AI trend analysis · May–Jun 2026 · Cluster mapping · Emerging vs established · What matters for builders
Automated Design of Agentic Systems & Multi-Agent Algorithms: State of the Art 2025-2026
ADAS, Meta Agent Search, LLM-MAS Orchestration & Production Deployment
Enterprise AI Agent Security — Deep Research Report
OpenShell, NemoClaw, Hermes Agent, and the new runtime security layer for autonomous agents
What AI Startups Stole From Palantir's Playbook
Forward Deployed Engineers · Ontological/Semantic Layers · Agentic Orchestration on Enterprise Legacy Systems · Market Map 2025-2026
How Elite Engineering Teams Are Adopting AI (2026)
AI Adoption Frameworks in High-Performance Engineering Teams