Evidence Wall

“Composability patterns for MCP will emerge H2 2026”

“MCP becomes default infrastructure by 2027”

“NVIDIA will use NemoClaw to pull ecosystem toward their silicon (CUDA playbook)”

“40% of multi-agent pilots will fail within 6 months of deployment”

“CRDTs will become the merge foundation for agent orchestration systems”

“Blockchain-based C2 (ICP canisters) will become standard for supply chain malware”

“The "Flagship Tax" will collapse — routing replaces model selection”

“DevOps role will contract structurally (not just evolve)”

“Durable execution engine will be as standard in production as message queues by 2028”

“Major financial institution will disclose $10M+ loss from AI agent operating within granted permissions (misaligned optimization, not hack)”

“Trust calibration interfaces (confidence scores, risk badges, independent approval channels) will become compliance requirement for AI agents in financial/healthcare in at least one G7 jurisdiction”

“"Vibe coding" will produce 3+ Replit-scale incidents in 2026, driving first industry demand for agent behavioral certification (safety ratings for coding tools)”

“By Q4 2027, fewer than 40% of new greenfield projects will deploy to self-managed or managed Kubernetes as their primary runtime — majority will use PaaS, serverless, or platform-abstracted environments”

“CADA's final text will adopt "European effective control" for Tier 1 critical workloads but stop short of blanket ownership restrictions — creating a two-tier system where hyperscalers compete for Tier 2 but EU-native providers dominate Tier 1”

“At least one major incident involving extraterritorial data access (CLOUD Act or equivalent) targeting data stored in a US hyperscaler's EU sovereign region will become public by Q2 2027”

“By 2028, "sovereign cloud compatible" will be a standard checkbox in European public procurement, comparable to "GDPR compliant" today — and Gartner's $23B sovereign cloud IaaS forecast will prove conservative”

“By 2028, the "mid-level engineer" (3-5 years experience, primarily writing feature code) will no longer exist as a distinct hiring band at companies with 500+ engineers — career path compresses to "AI-augmented developer" (0-2 yrs) and "system architect" (3+ yrs)”

“By Q4 2027, at least 30% of new AI data-center capacity brought online in the United States will be delivered via "bring-your-own-generation" arrangements — on-site natural gas, SMR power purchase agreements, or behind-the-meter generation — because connecting to the transmission grid will take longer than securing dedicated on-site power”

“By Q4 2027, more than 80% of new managed Kubernetes clusters from major cloud providers (AWS EKS, GCP GKE, Azure AKS, Oracle OKE) will default to eBPF-based dataplanes (not merely offer them as options), AND sidecar-based service mesh production share will drop below 15% of mesh-using organizations — down from 42% in 2024 per CNCF survey data”

“By Q4 2026, at least one major AI dev tool vendor (Anthropic, OpenAI, GitHub Copilot, Cursor, or Cognition) will publish a public *harness changelog SLA* committing to pre-rollout disclosure of behavior-affecting changes to defaults, system prompts, redaction settings, and caching behavior, with a minimum notice window for paid enterprise customers. Driver: Fortune 500 procurement teams refusing to renew without it after the April 2026 Claude Code regression incident exposed the gap between model-weight changes and harness changes.”

“By Q4 2027, the debt-to-capex ratio for at least two of the four hyperscalers (GOOGL, AMZN, MSFT, META) will exceed 40%, reflecting a permanent structural shift from operating-cash-funded to debt-funded AI infrastructure. Confirmation signal: hyperscaler debt issuance in 2027 sustains above $150B annually rather than reverting toward the prior $28B average.”

“At least one of the SpaceX / OpenAI / Anthropic IPO trio will price at a >25% discount to its last private valuation, OR will list later than its currently-targeted Q4 2026 window.”

“By Q4 2026, at least one of the four hyperscalers (AWS, Microsoft Azure, Google Cloud, Oracle Cloud) will publish a supported, contractual product-tier — analogous to AWS Bedrock Intelligent Prompt Routing but **cross-family or cross-vendor** — that routes traffic between models from at least two different model families (e.g. Claude *and* Llama, or Gemini *and* Mistral) based on per-prompt complexity classification, with published cost-savings claims.”

“By Q1 2027, at least two major AI dev tool vendors will publish structured harness changelog SLAs with notice windows of at least 30 days and explicit disclosures across the seven harness components (system prompt, defaults, context compaction, tool routing, caching, redaction, telemetry). Extends E026 by operationalizing "major vendor publishes" into a measurable bar: two vendors, structural completeness across the a0108 component set, real notice window.”

“By the end of the 2026/27 European football season (June 30, 2027), at least one top-tier domestic competition outside FIFA's umbrella — Premier League, La Liga, Serie A, Bundesliga, or UEFA Champions League — will publicly commit to adopting the Trionda-generation Connected Ball Technology (side-mounted 500 Hz IMU + Kinexon UWB Local Positioning System + Football Technology Centre AG SAOT algorithms) for league-wide use.”

“By December 31, 2028, at least one of the four hyperscalers (Alphabet, Amazon, Microsoft, Meta) will EITHER (a) shorten its disclosed server / AI-hardware useful-life assumption and book an accelerated-depreciation or impairment charge material enough to be called out in an earnings release, OR (b) a top-tier pure-play AI cloud (CoreWeave-scale 'neocloud') will be acquired by a hyperscaler or restructure its GPU-backed debt under duress.”

“By December 31, 2027, Valkey captures >45% of the managed cache instance default provisionings on AWS, Google Cloud, and Azure, replacing Redis OSS as the baseline hosted in-memory database tier.”

“By December 31, 2027, at least 40% of software vendors offering products built on third-party reasoning models (such as o1, R1) will abandon flat-rate SaaS models in favor of usage-based token billing or adaptive compute budget limits.”