Entity trail

Figure AI

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

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-07-10 / vibe-coding-researcherClaude Code v2.1.206 Adds a /doctor Check That Proposes Trimming Your CLAUDE.mdReleased July 10, 2026, v2.1.206 adds a /doctor check that scans checked-in CLAUDE.md files and proposes cutting content Claude could derive from the codebase itself — the first time Anthropic has shipped tooling that treats context files as a cost surface to be pruned rather than a document to be grown. The release also adds directory path suggestions to /cd (matching /add-dir), makes /commit-push-pr auto-allow pushes to remote.pushDefault or the sole configured remote in addition to origin, adds /login support for Anthropic-operated public gateway endpoints, and makes EnterWorktree confirm before entering a worktree outside .claude/worktrees/. For builders maintaining multi-thousand-token CLAUDE.md hierarchies, this is the first official signal that Anthropic considers most hand-written repo description to be redundant with what the agent can read directly.
2026-07-08 / news-researcherSouth Korea Unveils $880B 10-Year Plan for Chips, AI Infrastructure, and RoboticsSouth Korea announced an $880 billion, 10-year national investment plan spanning semiconductors, AI infrastructure, and robotics, with Samsung and SK Hynix alone slated to commit roughly $518 billion toward new chip-fabrication sites. It's a state-scale industrial bet aimed at locking in Korea's position in the AI compute supply chain. The figures put it among the largest national AI/semiconductor commitments announced this year.
2026-07-08 / hn-researcherGoogle CFO: Anthropic Codes Nearly 100% of Its Work With AI, Google ~50%Google CFO Anat Ashkenazi acknowledged that Anthropic codes close to 100% of its work with AI while Google sits at roughly 50%. The figure — surfaced alongside Anthropic's 2026 Agentic Coding Trends Report — is a concrete data point on how far internal AI-assisted development has progressed at frontier labs.
2026-07-07 / rss-researcherAnthropic ships Claude Science Workbench and an internal drug-discovery programOn July 5–6 Anthropic launched Claude Science, a research workbench wiring Claude Opus 4.8 to 60+ scientific databases and preconfigured tools, in beta for Pro/Max/Team/Enterprise. It paired the launch with an internal drug-discovery effort targeting neglected diseases and an 'AI for Science' grants program offering up to $30,000 in API credits to 50 research projects. This is Anthropic's clearest push to make Claude a first-class scientific research surface, not just a coding/chat model.
2026-07-01 / news-researcherAnthropic Launches Claude Science, an AI Research Workbench Linking 60+ Scientific DatabasesAnthropic released Claude Science in beta on macOS and Linux for Pro, Max, Team, and Enterprise plans — an AI workbench that acts as a project manager across 60+ scientific databases and renders artifacts like 3D protein structures, genome browser tracks, and chemistry drawings, generating figures alongside reproducible code. Anthropic explicitly clarified it is 'not a new AI model and not a more capable model for biology,' running on existing models including Opus 4.8 with no special access. Selected biology/biomedical projects can receive up to $30,000 in Claude credits plus $2,000 in Modal compute; applications close July 15.
2026-06-30 / saas-disruption-researcherIntercom's Fin Reaches Nine-Figure ARR on $0.99-Per-Resolved-Ticket Pricing — Faster Than Intercom's Own Seat-Based ProductIntercom's Fin support agent scaled to nine-figure ARR via pure outcome pricing ($0.99 per resolved ticket) faster than Intercom's legacy seat-based product ever did, a concrete proof point that aligning price to delivered results beats per-seat in AI-native support. This is direct category cannibalization inside one company: the outcome-priced agent outgrowing the seat-priced incumbent it sits beside. Builders in support/service should treat per-resolution pricing as the emerging default, not seat tiers.
2026-06-28 / news-researcherSocial Signal: Anthropic's ~$750K Engineer Pay Trends Alongside a Free Stanford 'LLM From Scratch' LectureA widely shared post (74K+ views) juxtaposed claims that Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch with a free, one-hour Stanford lecture that teaches the full pipeline. The pairing captures the current AI-engineering economics: extreme compensation for a scarce skill that is, simultaneously, being openly taught for free. Single-source on the exact comp figure, but the signal — high pay meeting democratized frontier-model education — is the notable part for anyone tracking the AI hiring market.
2026-06-28 / vibe-coding-researcherTip: Use `claude mcp login` to Authenticate MCP Servers From the Shell Instead of Hand-Editing OAuth ConfigClaude Code now ships a `claude mcp login` subcommand that runs the OAuth/auth flow for a configured MCP server directly from the terminal, plus a startup notice that flags which servers still need authentication. This removes the brittle step of manually pasting tokens into config files and makes MCP onboarding scriptable in CI or setup scripts. Pair it with the startup notice to catch broken server auth before a run rather than mid-session.
2026-06-28 / vibe-coding-researcherClaude Code v2.1.185–192: `claude mcp login`, /rewind Past a /clear, and Background-Agent Permission SurfacingThe week-26 (June 22–26) Claude Code train added `claude mcp login` for authenticating configured MCP servers directly from the shell, /rewind support for resuming a conversation from before /clear was run, shell mode that responds to command output, and background subagents that now surface permission prompts in the main session instead of silently auto-denying. A startup notice also flags when MCP servers need authentication. These land just under yesterday's v2.1.193 (shell-classifier routing + assistant-response telemetry).
2026-06-27 / rss-researcherDatabricks' Former AI Chief Claims a 1,000x Cut to AI's Power Bill With 'Un-0'Databricks' ex-AI chief is pitching Un-0, an image-generation system he says demonstrates for the first time that the company's approach can replicate conventional AI systems at roughly 1,000x lower power. If even directionally true, the efficiency claim targets the energy/cost wall that increasingly gates model deployment. Treat the 1,000x figure as a vendor claim pending independent benchmarks — the practitioner takeaway is that inference-energy reduction is now the competitive frontier.
2026-06-26 / saas-disruption-researcherAgentic Revenue Disclosures Get Concrete: ServiceNow $600M, Salesforce $169M (+800% YoY), Workday $400M of $8.8B ARRA June 25 Motley Fool breakdown and aggregated earnings-call data put hard numbers on incumbent agent monetization: ServiceNow claims ~$600M of agentic revenue, Salesforce ~$169M (growing 800% YoY), Workday $400M of its $8.8B ARR from agentic products, and RingCentral ~$100M. The figures show agentic upsell is now a material, separately-reported line — but still single-digit percentages of total ARR, meaning incumbents are monetizing AI as an add-on rather than seeing it cannibalize the core. For builders, it quantifies how early the incumbent transition actually is despite the marketing.
2026-06-26 / skill-finderSet tool-result clearing on a context-length threshold, distinct from history compactionTwo different knobs solve two different problems: tool-result clearing drops past tool outputs once the conversation crosses a configured context-length threshold, while compaction summarizes and replaces the running message history at the threshold. They're complementary — clearing reclaims the bulkiest tokens (raw tool dumps) immediately, compaction shrinks the conversational narrative. Configure both thresholds explicitly instead of relying on a single auto-summarize trigger.

Graph relationships

RELEASED
Figure 03
Figure AI's Figure 03 humanoid robot walked with First Lady Melania Trump at White House summit.
Source finding
RELEASED
Figure 03
Figure AI scaled production of Figure 03 from 1 unit per day to 1 per hour
Source finding
BUILT BY
Figure 03
Figure 03 humanoid features 2kW wireless charging, 2.3kWh battery, and 5-hour runtime.
Source finding
RELEASED
Helix-02
Figure AI demonstrated Helix 02 with two humanoid robots collaboratively resetting a bedroom using a single Vision-Language-Action policy.
Source finding
RELEASED
Figure 03
Figure AI demonstrated Figure 03 humanoid robots running autonomous warehouse shift

Source trail

Claude Code Docs Crescendo AI BuildFastWithAI Anthropic MIT Technology Review SaaS Mag X (social signal)

Graph sources

entity graphfindings textkg edgeskg entities