{"schema_version":"newruntime-forecasts-v1","type":"forecast_ledger","generated_at":"2026-10-19","count":136,"counts_by_status":{"open":136,"confirmed":0,"refuted":0,"unclear":0},"scorecard":{"resolved":0,"graded":0,"hit_rate":null,"brier":null},"items":[{"id":"fc-57f8accf-f39f-4f73-b802-bcc75519ebc7-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/test-what-an-agent-keeps-before-trusting-what-it-can-finish/","origin_title":"Test what an agent keeps before trusting what it can finish","claim":"Public developer tests will start reporting Muse Wonder outcomes on resumable tasks, not just demonstrations of its announced features.","horizon_months":3,"probability":0.65,"signpost":"By January 12, 2027, a published evaluation reports task criteria, cross-session behavior, and completion or recovery 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outcomes.","made_on":"2026-10-04","due_on":"2027-10-04","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-14012821-8550-478a-a7ef-55d115f391e0-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/fast-partial-transcripts-make-action-control-the-real-voice-agent-test/","origin_title":"Fast partial transcripts make action control the real voice-agent test","claim":"A public evaluation or developer test of a streaming voice agent will report transcript revisions alongside action or tool-call behavior, rather than latency alone.","horizon_months":6,"probability":0.55,"signpost":"A published test suite or case study logs partial/final transcript events and correlates them with tool calls or agent state 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changing.","made_on":"2026-10-03","due_on":"2027-10-03","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-b4d656a6-38db-486b-8352-2032e3ee8b86-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/chatgpt-is-making-financial-analysis-a-default-interface-not-a-banking-service/","origin_title":"ChatGPT is making financial analysis a default interface, not a banking service","claim":"OpenAI’s public Finances materials will continue to emphasize availability and stated scope more than measured reliability or user outcomes.","horizon_months":6,"probability":0.6,"signpost":"A help-page or product update adds availability or feature details without publishing measured accuracy, adoption or outcome data.","made_on":"2026-10-03","due_on":"2027-04-03","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-b4d656a6-38db-486b-8352-2032e3ee8b86-2","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/chatgpt-is-making-financial-analysis-a-default-interface-not-a-banking-service/","origin_title":"ChatGPT is making financial analysis a default interface, not a banking service","claim":"OpenAI will clarify at least one aspect of data freshness or incomplete records in its Finances help materials or interface.","horizon_months":6,"probability":0.5,"signpost":"A public update explicitly explains a source-level refresh indicator, missing-record warning or correction 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Fairwind.","made_on":"2026-10-01","due_on":"2027-10-01","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-e8f062a1-2821-4cec-943a-e9735a1861ed-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/a-falling-junior-share-does-not-prove-junior-jobs-are-disappearing/","origin_title":"A falling junior share does not prove junior jobs are disappearing","claim":"A follow-up analysis of AI-exposed employers will report absolute junior employment alongside junior share, making it possible to distinguish a compositional shift from a headcount decline.","horizon_months":6,"probability":0.6,"signpost":"A published labor-market analysis presents both junior workforce share and absolute junior employment for a defined employer group.","made_on":"2026-10-01","due_on":"2027-04-01","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-e8f062a1-2821-4cec-943a-e9735a1861ed-2","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/a-falling-junior-share-does-not-prove-junior-jobs-are-disappearing/","origin_title":"A falling junior share does not prove junior jobs are disappearing","claim":"At least one public discussion of AI’s effect on entry-level work will cite junior hiring or headcount separately from aggregate employment.","horizon_months":12,"probability":0.65,"signpost":"A report or employer disclosure compares entry-level hiring or headcount with overall employment in an AI-adopting organization or sector.","made_on":"2026-10-01","due_on":"2027-10-01","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-f90a3750-d290-4fdf-bba8-6b4d24d388d5-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/http-channels-make-agents-easier-to-wire-in-and-harder-to-trust-blindly/","origin_title":"HTTP channels make agents easier to wire in—and harder to trust blindly","claim":"LangChain will document at least one concrete HTTP-channel deployment pattern that explains request verification and caller identity handling.","horizon_months":3,"probability":0.65,"signpost":"Official documentation or a customer example walks through a deployed HTTP channel and states how requests are verified and users identified.","made_on":"2026-10-01","due_on":"2027-01-01","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-f90a3750-d290-4fdf-bba8-6b4d24d388d5-2","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/http-channels-make-agents-easier-to-wire-in-and-harder-to-trust-blindly/","origin_title":"HTTP channels make agents easier to wire in—and harder to trust blindly","claim":"Public examples of Managed Deep Agents HTTP channels will initially focus more on internal or human-supervised workflows than on unrestricted customer-facing actions.","horizon_months":6,"probability":0.55,"signpost":"Published examples describe internal tools, support triage or review steps rather than agents taking external actions without oversight.","made_on":"2026-10-01","due_on":"2027-04-01","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-1d33d314-0142-42e8-8663-3d51674254e2-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/muse-s-real-test-is-whether-small-businesses-trust-it-with-the-next-click/","origin_title":"Muse’s real test is whether small businesses trust it with the next click","claim":"Within three months Meta will publish a help‑center article that lists which third‑party connectors are generally available for Muse Small Business and explains the UI flow for approving external actions.","horizon_months":3,"probability":0.65,"signpost":"A new Meta support page or product update that enumerates GA connectors and shows screenshots of the approval 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counts.","made_on":"2026-09-30","due_on":"2027-03-30","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-1d33d314-0142-42e8-8663-3d51674254e2-3","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/muse-s-real-test-is-whether-small-businesses-trust-it-with-the-next-click/","origin_title":"Muse’s real test is whether small businesses trust it with the next click","claim":"Within twelve months Meta will extend Muse’s approval‑gate model to a messaging surface (WhatsApp or Messenger), allowing owners to approve a draft reply before it is sent.","horizon_months":12,"probability":0.55,"signpost":"An announcement or product demo that shows Muse preparing a customer‑service message and pausing for owner approval within a Meta messaging app.","made_on":"2026-09-30","due_on":"2027-09-30","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-1d6fced0-fe1c-4861-9f46-12424d9b42a7-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/dots-makes-permission-design-part-of-the-agent-not-an-afterthought/","origin_title":"Dots makes permission design part of the agent, not an afterthought","claim":"We expect OpenAI’s public dots materials to clarify supported integrations or availability before the broad connector claims become dependable planning assumptions.","horizon_months":3,"probability":0.65,"signpost":"An official page or release note listing supported integrations or concrete availability 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threshold.","made_on":"2026-09-30","due_on":"2026-12-30","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-eba1c196-8859-4b81-9e02-31ee851ee810-3","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/long-context-coding-agents-will-reshape-how-we-build-ai-driven-development/","origin_title":"Long‑context coding agents will reshape how we build AI‑driven development pipelines","claim":"Anthropic will announce Claude Sonnet 5.5 with a 1 M‑token window and reduced per‑token pricing, prompting OpenAI to adjust Sol’s rates within twelve months","horizon_months":12,"probability":0.4,"signpost":"Official Anthropic blog or pricing page updates announcing Sonnet 5.5 with the specified capabilities.","made_on":"2026-09-30","due_on":"2027-09-30","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-41281df0-3773-454c-bbcf-3bd1612cbb59-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/manus-s-efficiency-gains-are-a-harness-result-not-an-agent-verdict/","origin_title":"Manus’s Efficiency Gains Are a Harness Result, Not an Agent Verdict","claim":"Manus will publish additional product material or documentation describing how users inspect or control Automations and persistent execution, because those capabilities are central to the announced product and create operational questions.","horizon_months":6,"probability":0.6,"signpost":"A Manus release note, help page or product announcement documents controls, execution history or failure handling for these workflows.","made_on":"2026-09-29","due_on":"2027-03-29","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-41281df0-3773-454c-bbcf-3bd1612cbb59-2","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/manus-s-efficiency-gains-are-a-harness-result-not-an-agent-verdict/","origin_title":"Manus’s Efficiency Gains Are a Harness Result, Not an Agent Verdict","claim":"At least one independent evaluation of Manus 2.0 will assess a workflow beyond the single configuration comparison cited by Manus, making reliability or end-to-end cost a visible point of comparison.","horizon_months":12,"probability":0.4,"signpost":"A third-party benchmark or published user study reports repeatable task outcomes, intervention needs, or full workflow costs for Manus 2.0.","made_on":"2026-09-29","due_on":"2027-09-29","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-51944938-a92c-42f2-a549-807f3037e5a6-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/anthropic-s-sonnet-5-5-30-faster-30-cheaper-but-only-for-tightly-scoped-tasks/","origin_title":"Anthropic’s Sonnet 5.5: 30% faster, 30% cheaper—but only for tightly scoped tasks","claim":"Teams processing 10M tokens/month will see a $1,200 annual savings by switching 50% of their bounded tasks to Sonnet 5.5, assuming a 30% token reduction and no quality degradation.","horizon_months":6,"probability":0.7,"signpost":"Publicized cost-saving case studies from early adopters or a 20%+ increase in Sonnet 5.5 API calls in enterprise environments.","made_on":"2026-09-29","due_on":"2027-03-29","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-51944938-a92c-42f2-a549-807f3037e5a6-2","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/anthropic-s-sonnet-5-5-30-faster-30-cheaper-but-only-for-tightly-scoped-tasks/","origin_title":"Anthropic’s Sonnet 5.5: 30% faster, 30% cheaper—but only for tightly scoped tasks","claim":"Independent benchmarks (e.g., MLPerf or LLM-Bench) will confirm a 20-30% latency improvement for Sonnet 5.5 on document-generation tasks within the next quarter.","horizon_months":3,"probability":0.8,"signpost":"Release of third-party benchmark results comparing Sonnet 5.5’s latency and token efficiency against Sonnet 5 and competitors.","made_on":"2026-09-29","due_on":"2026-12-29","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-51944938-a92c-42f2-a549-807f3037e5a6-3","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/anthropic-s-sonnet-5-5-30-faster-30-cheaper-but-only-for-tightly-scoped-tasks/","origin_title":"Anthropic’s Sonnet 5.5: 30% faster, 30% cheaper—but only for tightly scoped tasks","claim":"OpenAI will not lower GPT-4o mini pricing in response to Sonnet 5.5, as its $0.15/$0.60 per million token model remains competitively priced for ultra-low-cost use cases.","horizon_months":12,"probability":0.6,"signpost":"No pricing updates or blog posts from OpenAI addressing Sonnet 5.5’s launch within the next year.","made_on":"2026-09-29","due_on":"2027-09-29","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-c5662d50-dd2f-49ca-a45c-2ebb114417df-1","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/firerouter-s-cost-savings-hide-a-hidden-accuracy-tax-on-coding-tasks/","origin_title":"FireRouter’s cost savings hide a hidden accuracy tax on coding tasks","claim":"By month 6, Fireworks will publish a second workload-specific benchmark for FireRouter, focusing on a task type where routing achieves ≥25% cost savings with <1% accuracy drop (e.g., syntax correction).","horizon_months":6,"probability":0.75,"signpost":"A Fireworks blog post or technical report details a new evaluation with explicit task segmentation, cost metrics, and accuracy thresholds, distinguishing between 'safe-to-route' and 'high-risk' tasks.","made_on":"2026-09-29","due_on":"2027-03-29","status":"open","resolution_note":null,"resolution_evidence":[],"resolved_at":null},{"id":"fc-c5662d50-dd2f-49ca-a45c-2ebb114417df-2","origin_kind":"authorial","origin_url":"https://newruntime.com/analysis/firerouter-s-cost-savings-hide-a-hidden-accuracy-tax-on-coding-tasks/","origin_title":"FireRouter’s cost savings hide a hidden accuracy tax on coding tasks","claim":"Within 12 months, 40% of teams using FireRouter will implement task-level routing rules (e.g., 'only route syntax tasks; block routing for refactoring') to mitigate accuracy loss.","horizon_months":12,"probability":0.6,"signpost":"Public case studies or vendor dashboards show segmented routing adoption, with teams explicitly categorizing tasks by routing eligibility and tracking downstream metrics (e.g., retry rates, correction 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