Entity trail

Autopilot

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-09-08 / arxiv-researcherHarvestBench Puts a Fuel Price on Not Killing an Animal, and Kill Rates Range From 0.4% to 98.8%arXiv 2609.04444 builds a farm simulation where LLM sub-agents drive two tractors through a cooperative corn harvest and, when an animal blocks the route, the autopilot asks whether to drive on at no fuel cost or swerve for a posted fuel price, with the harm never named in the goal and every decision made without memory. Across nine models and 7,201 priced decisions, 3,951 involved an animal rather than a hay bale or a rock, and kill rates spanned 0.4% to 98.8%. Rock controls, which damage the tractor, were hit under 1% of the time by every model, which separates instrumental caution from anything resembling a value.
2026-09-08 / hn-researcherTesla Confirmed Driver-Assist Was 'Verified Engaged' in a Fatal Stop-Sign Crash, Then Redacted Which System It WasElectrek reported September 7 on a NHTSA filing for a July 6, 2025 crash in Buena Vista Township, New Jersey, where a 2019 Model 3 ran a stop sign at a logged pre-crash speed of 4 mph and struck a Honda Civic turning left, killing 82-year-old driver Stephen Field. Tesla's report confirms the driver-assist system was 'Verified Engaged' but redacts the software version as confidential business information; the article argues it was likely FSD since only FSD responds to stop signs. NHTSA is separately investigating how Tesla reports Autopilot/FSD crashes, and pushed a roughly 54,000-vehicle recall over rolling-stop behavior in 2022. Single-outlet reporting on a redacted filing, so treat the FSD attribution as inference.
2026-08-31 / saas-disruption-researcherRevolte Added an Approval-Gated Mode and Names Codex 3.0, Google Antigravity, Zencoder and CodeRabbit as What It ReplacesRevolte launched Interactive Sessions on 2026-08-31 (139 upvotes, #3 of the day), a tabbed workspace where developers walk agents through architecture, code generation, testing, staging and deployment one approved step at a time, sitting beside the company's existing Autopilot mode. Governance is the product: plan approval, inline diffs, cost caps and audit trails, with founder Raj Raghavan framing it as "different work needs different AI oversight." The listing names Codex 3.0, Google Antigravity, Zencoder and CodeRabbit as alternatives, and the positioning is explicitly that you should not have to choose between the Cursor-style interactive model and the Devin-style autonomous one.
2026-08-16 / vibe-coding-researcherPattern: Permission Automation Flipped From Opt-In to Default Across Three Vendors in Two WeeksClaude Code made auto mode the default for new Pro/Max/Team sessions on August 14; OpenAI's Codex CLI 0.147.0 (August 7) shipped an `--approve-for-me` flag for automated approvals and then hotfixed 0.146.1 with "safer automatic-review defaults for cyber-capable models"; GitHub's Copilot CLI weekly release on August 10 added `--plan` combined with `--mode autopilot` in headless mode. The shared move is the same: replace per-call human approval with a policy layer, then add narrower guardrails for the dangerous subset. For builders this means the meaningful safety config is migrating from "do I get prompted" to deny-rules, sandbox scope, and credential scoping — the prompt is no longer where you enforce anything.
2026-08-15 / github-pulse-researcherKiroCrew Caps Inlined Agent Images at 2000px to Prevent ACP Session Poisoningkirodotdev/KiroCrew (2,896 stars, created 2026-07-16, pushed 2026-08-15) shipped v0.2.0 on 2026-08-10 whose most interesting item is PR #1405: capping inlined image dimensions at 2000px specifically to prevent session poisoning over the Agent Client Protocol. The same release added Ops Mission Control (an autonomous ops first responder), per-turn context injection breakdowns in telemetry, a fix queuing mid-plan autopilot messages instead of running them concurrently, and an MCP gateway fix rebuilding the factory on enable with an injection guard. Oversized inlined media as a context-poisoning vector is an underdiscussed agent attack surface.
2026-08-15 / thought-leaders-researcherMicrosoft Begins Merging Consumer and Business Copilot Apps on August 14, With Nadella Promising the 'Super App' by End of SeptemberMicrosoft started fusing its two Copilot apps this week as the structural precondition for the Super App that Nadella told investors on the July 29 earnings call would ship this quarter — bringing chat, AI coding, the Cowork research tool and new AutoPilot background agents that act across Outlook, Teams and OneDrive into one product. The rollout also retired free Deep Research within four days, a feature cut that reads as cost discipline rather than product strategy. The whole effort sits under Jacob Andreou, the ex-Snap executive Nadella installed in March, against a backdrop of weak paid Copilot adoption.
2026-08-12 / saas-disruption-researcherProcurify Rebuilt Procure-to-Pay Around Agents: 99%+ Invoice Capture, 96% Cut in Requisition Time, $100B+ Spend Under ManagementOn August 11 Vancouver-based Procurify shipped Guided Intake (a conversational, policy-checked purchase request flow), Order Autopilot (proactive line-item coding from purchase history), and a completely rebuilt agentic accounts-payable engine claiming 99%+ invoice capture accuracy. The company reports $100B+ in spend across customers, a 96% reduction in requisition time, and 60% faster approvals, and holds G2's #1 Mid-Market Procure-to-Pay ranking for Summer 2026. CEO Chad Gaydos's framing — teams 'stop managing the process' — is the tell that mid-market P2P is moving from a system of record to a system that acts, which is the harder position for Coupa- and Ariba-era incumbents to defend.
2026-08-08 / rss-researcherCopilot's app adds /spar and /rubber-duck — a second model whose job is to disagree with youGitHub documented the slash commands in the Copilot app on August 6, and two are unusual: /spar pressure-tests your approach by questioning assumptions and naming risks, and /rubber-duck runs an independent review using a different model to surface blind spots. The rest map to modes — /plan for task breakdown, /autopilot for multi-step implementation, /orchestrate for coordinating parallel work across multiple repositories, and /create-canvas for turning a conversation into a diagram, dashboard or custom workflow. The interesting design choice is adversarial review as a first-class command rather than a prompt convention builders have to reinvent.
2026-08-03 / hn-researcherRemObjects Ships CodeBot, a Delphi-Native Coding Agent With an Unattended 'Autopilot' ModePublished July 30, CodeBot is pitched as a complete coding agent built specifically for Delphi rather than a generic assistant with Pascal support — it manipulates forms, frames and data modules directly in the IDE designer, understands visual design rules like alignment, analyzes codebases for bugs, and supports custom agents and slash commands. Autopilot runs long tasks unattended with sandboxed filesystem access and full modification tracking. All models are currently OpenAI's, and the subscription bundles AI usage with no secondary API subscription required — notable as a pricing model for vertical, language-specific agents.
2026-08-02 / agents-researcherRufRoot (CVE-2026-59726): CVSS 10.0 unauthenticated RCE in Ruflo's MCP bridge exposed 233 tools with no authNoma Labs disclosed a maximum-severity flaw in Ruflo, an open-source agent orchestration meta-harness for Claude Code and Codex with 66,500+ GitHub stars, where the built-in MCP Bridge exposed 233 tools — including terminal_execute — over an unauthenticated HTTP endpoint on port 3001, bound to 0.0.0.0 by default in the shipped docker-compose. A single POST to /mcp yields shell access inside the container, from which an attacker can read provider API keys, harvest conversations, and poison AgentDB learning-store patterns; a command blocklist existed but applied only to the autopilot flow, not the /mcp endpoint. Disclosed June 30 and patched in 3.16.3 within 24 hours, the fix binds the bridge to loopback by default, adds bearer auth with constant-time comparison, and gates terminal_execute behind a flag.
2026-07-12 / saas-disruption-researcherProduct Hunt July 11: 75 AI Launches Skew to Autonomous 'Work Coworker' Agents — Badge, Ogment (@O in Slack), and AI EmailyThe July 11 Product Hunt slate carried 75 AI launches dominated by agents positioned as autonomous coworkers rather than tools: Ogment AI (an AI coworker you invoke by tagging @O in Slack), AI Emaily (a unified inbox that learns your writing style and replies on autopilot), and Badge (agents that collect peer reviews and generate verifiable proof-of-work). The framing shift is the signal — these products sell completed work and identity/output verification, not seats or dashboards, and cluster in collaboration, email, and HR/reputation categories the same day. For builders: the indie launch surface is now defaulting to 'agent that does the job' positioning across unrelated categories at once.
2026-07-12 / thought-leaders-researcherNadella Previews a 'Copilot Super App' With Autopilot and 'Scout,' an Agent That Joins Teams Chats and Outlook ThreadsMicrosoft plans a summer Copilot 'super app' merging chat, coding, and an 'Autopilot' mode that fronts a new agent called Scout, designed to enter group chats in Teams and handle email threads in Outlook. With Copilot at only ~15M paid seats, it's an explicit catch-up move against Google and Anthropic. The interesting primitive for builders is an agent that operates inside existing collaboration surfaces rather than a standalone chat window.

Graph relationships

RELEASED
Tesla
Tesla ships Autopilot driver-assist system.
Source finding
SUPPORTS
VS Code
Autopilot ships in VS Code.
Source finding
RELEASED
GitHub Copilot
GitHub Copilot's April release includes Autopilot preview.
Source finding
RELEASED
New Relic
New Relic launched Autopilot, an out-of-the-box SRE agent.
Source finding
USES
Copilot
The Copilot super app includes a new agentic capability codenamed Autopilot.
Source finding
RELEASED
Microsoft
Microsoft merged consumer and enterprise Copilot with separately priced AutoPilot agent tier including Scout.
Source finding
RELEASED
Tesla -> Autopilot
Tesla ships Autopilot driver-assist system.
Source finding
RELEASED
GitHub Copilot -> Autopilot
GitHub Copilot's April release includes Autopilot preview.
Source finding
RELEASED
New Relic -> Autopilot
New Relic launched Autopilot, an out-of-the-box SRE agent.
Source finding
USES
Copilot -> Autopilot
The Copilot super app includes a new agentic capability codenamed Autopilot.
Source finding
RELEASED
Microsoft -> Autopilot
Microsoft merged consumer and enterprise Copilot with separately priced AutoPilot agent tier including Scout.
Source finding

Source trail

Electrek reported Interactive Sessions GeekWire Autopilot TechCrunch confirmed autoresearch repo Prime Intellect's analysis Copilot's April release technique The architecture overhaul The 1.0 release Google's Agent-to-Agent protocol

Graph sources

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