Entity trail

Stitch

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

2026-09-08 / news-researcherASML and TSMC Are Moving High-NA EUV From 6-Inch to 12-Inch PhotomasksASML and TSMC announced an industry transition to large-format 12-inch photomasks for High NA EUV lithography, with other mask suppliers and ecosystem partners signaling interest. The timeline runs long: a 12-inch mask pilot production line targeted for 2031 and full lithography system readiness in 2033, against TSMC starting High NA high-volume manufacturing in 2030. Larger masks remove field-stitching constraints and raise scanner productivity, which is the practical bottleneck on how cheaply advanced AI silicon can be printed.
2026-09-07 / sources-researcherSimon Willison drove Blender from a coding agent on macOS and rendered a 3D pelican for $4.24 in Astra tokensPosted 2026-09-05, this is a working recipe rather than a demo: install the full Blender Mac app to /Applications/Blender, tell the agent that path, and let gpt-6-astra write against Blender's Python API. The agent produced .blend files editable in Blender itself and could render stills and movies by rendering an image sequence and stitching it with ffmpeg. The whole session cost about $4.24 at API rates, though Willison ran it on a Codex subscription. The generalisable point for builders is that any application with a scripting API is now agent-drivable without an MCP server in between, and the cost of finding that out is a few dollars.
2026-09-06 / thought-leaders-researcherSimon Willison drives Blender from a coding agent on macOS and turns it into a reusable skillIn a September 5 TIL, Willison used GPT-6 Astra (Medium) in the ChatGPT macOS app's Codex mode to script Blender headlessly via `/Applications/Blender.app/Contents/MacOS/Blender --background --python scene.py`, iterating a pelican-on-a-bicycle scene across three renders that took 2m39s, 3m51s and 5m59s, then stitching frames with FFmpeg. He packaged the setup as a reusable Blender skill. The takeaway is that a desktop 3D application with a Python API is now a first-class agent tool with almost no glue code.
2026-09-06 / vibe-coding-researcherTip: point a coding agent at the installed Blender app and it will write .blend files and render moviesSimon Willison posted on 2026-09-05 that getting Blender working with coding agents on macOS needs no MCP server and no special setup: a prompt like "Use the already install /Applications/Blender to render a scene of a pelican riding a bicycle" is enough. Frontier models drive Blender's Python API well enough to emit .blend files you can then edit by hand, render stills, and produce movies by rendering an image sequence and stitching it with ffmpeg. The technique generalizes to any Mac app with a scriptable Python API, and iterating with follow-up prompts ("make it a whole lot better") is the working loop.
2026-08-31 / thought-leaders-researcherPieter Levels' Infinite Slop drew 37,000 viewers on day one, built on a phone in a saunaLevels shipped infiniteslop.ai, an interactive AI livestream where whatever viewers type in chat is generated next and stitched to the previous clip into a loose story, and reported 37,000 viewers with peaks over 1,000 simultaneous. He says he built it the previous day entirely on his phone via Termius against his Hetzner VPS running Claude Code. The economics come from fal sponsoring the compute and post-training MiniMax's H3 Max to generate a 15-second clip in about 9 seconds, roughly 50x the stock endpoint.
2026-08-11 / skill-finderStop evaluating model routing by replaying logs: only 3% of replayed agent states are still valid, and replay mispredicted every success-relevant outcomeThe Replay Gap (arXiv 2608.08239, Aug 8) forked live SWE-bench trajectories at controlled points, rebuilt the environment, and continued each fork with a different model — ~900 rollouts across six paired runs. Model swaps rewrote 61–94% of post-fork actions and diverged at the very first post-fork action 74–77% of the time versus 6–35% for same-model controls, leaving only 3% of replayed states valid; all five outcome flips occurred in swap arms and zero across 359 control forks. A log-stitching replay evaluator mispredicted every success-relevant outcome and produced patches with 0.00–0.11 similarity to reality, so if you route per-step between Haiku and Opus, your offline router eval is measuring a world that does not exist — branch live or don't trust the number.
2026-08-08 / news-researcherLumilens Leaves Stealth With $700M+ at a $5.51B Valuation to Sell Optical Interconnect for Both Scale-Up and Scale-Out AI NetworksLumilens emerged from stealth on August 6 with more than $700M in new financing, bringing total funding past $900M at a $5.51B valuation, co-led by Atreides Management, Bain Capital Ventures, Meritech, Seligman Ventures and Spark Capital, with Qualcomm Ventures, J.P. Morgan Private Capital, Peak XV and Redpoint participating. Founded roughly two years ago, it is already shipping its first product into production AI data centers under what it describes as a multi-billion-dollar customer agreement. It targets both networks inside an AI data center — the scale-up fabric binding GPUs into one compute system and the scale-out fabric stitching racks and clusters together.
2026-08-07 / sources-researcherAI Explained Stitches the Week Together: 10 Autonomous Math Discoveries, the Agent Message Board, a 'Constitutional Failure' and Google's Leadership BlowupPhilip's Aug 6 video (55K views in a day) is the most useful single synthesis of the week, running from OpenAI Astra's ten open math problems through the AISI incident report, the Wired/Black Hat message-board revelation, a segment on constitutional breakdown in model behavior, and the Hassabis/Jeff Dean departures with Gemini 4 context. His framing on the security incident is that the agents' behavior was blatantly misaligned rather than a clever edge case, citing Anthropic's Yona Shavit and OpenAI's Boaz Barak both saying there is no excuse. Worth watching for the linked primary sources alone — the description is effectively a citation list for the entire week.
2026-07-31 / saas-disruption-researcherThe Founders Who Sold a SaaS TMS Raised $75M to Replace It With Agents — Freehand's Series BFreehand raised a $75M Series B co-led by Battery Ventures and NewRoad Capital, with Nexus Venture Partners and Penny Pritzker's PSP Growth participating, bringing total funding to $100M (announced July 29, covered by Crunchbase News July 29). Founders Jayakrishnan and Abhijeet Manohar previously built and sold Pando — a conventional SaaS transportation management and procure-to-pay system of record — and their new agents now run inside Meta, Unilever, Pfizer and Johnson & Johnson, recovering 5-10% of spend in some categories. The architecture is the story: instead of a system of record, the IP is a 'Category Context Graph' that stitches unstructured email and document signals to structured ERP data — the same founders concluding the record layer was the wrong product.
2026-07-28 / arxiv-researcherKleinberg, Saberi and Tan Formalize Learning a Distribution From Overlapping Data Providers Via Conditional Sampling'Learning Distributions from Multiple Data Providers' (arXiv 2607.24732, July 27, by Jon Kleinberg, Amin Saberi and Xizhi Tan) studies a stylized model where a learner recovering an unknown distribution p over a finite domain [n] can only query a fixed family of sets, each query returning an independent sample from the conditional distribution p(· | S). The central result is that learnability is governed by the structure of the co-occurrence graph induced by the queryable family — a clean characterization of when heterogeneous, partially overlapping data sources can be stitched into a global distribution estimate. This is pure theory with no released implementation or empirical evaluation, but the setup maps directly onto federated and data-marketplace settings where no single provider sees the whole domain.
2026-07-20 / rss-researcherAI voicemail portfolio project raises the 'is this actually a product?' questionA developer built mistco.io — smart voicemail for businesses stitching together AI, telephony, transcription, and payments — as a portfolio piece to learn the stack, and is now asking whether it should be commercialized. It is a clean illustration of how cheap it has become to assemble four previously-hard integrations. The open question, as always, is distribution rather than build.
2026-06-27 / agents-researcher'Instruction Bleed': cross-module interference is a security flaw in prompt-composed agentsarXiv:2606.26356 (June 26) names and analyzes 'Instruction Bleed' — where instructions from one module of a prompt-composed agentic system leak into and corrupt the behavior of another module. This is a structural vulnerability class for the increasingly common pattern of stitching agents together from composable prompt fragments and skills. Builders assembling multi-skill or multi-prompt agents should treat module boundaries as a real isolation problem, not just an organizational convenience.

Graph relationships

RELEASED
Google
Google Labs launched Stitch on March 19 with Gemini-powered vibe design.
Source finding
RELEASED
Google
Google Labs dropped a major Stitch update on March 18 adding voice-controlled design and vibe design.
Source finding
RELEASED
Google
Google Stitch offers free AI-powered UI design
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COMPETES WITH
Figma
Stitch dominates 0-to-1 ideation while Figma owns the 1-to-100 refinement phase.
Source finding
RELEASED
Google
Google Stitch is free with voice-controlled vibe design.
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COMPETES WITH
Figma
Figma stock lost 81% from peak as Google Stitch and Canva disrupt design tools.
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COMPETES WITH
Figma
Google Stitch crashed Figma's stock 12 percent
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RELEASED
Google -> Stitch
Google Labs launched Stitch on March 19 with Gemini-powered vibe design.
Source finding
RELEASED
Google -> Stitch
Google Labs dropped a major Stitch update on March 18 adding voice-controlled design and vibe design.
Source finding
RELEASED
Google -> Stitch
Google Stitch offers free AI-powered UI design
Source finding
RELEASED
Google -> Stitch
Google Stitch is free with voice-controlled vibe design.
Source finding
COMPETES WITH
Figma -> Stitch
Figma stock lost 81% from peak as Google Stitch and Canva disrupt design tools.
Source finding

Source trail

29,000 closed deals Figma shares dropped 4%+44% of profitable SaaS products "vibe designing"Figma opened its canvas to AI agent write access via MCP March 19 redesign Figma shares dropped 8%The Register ASML Simon Willison simonwillison.net (TIL)levels.io (Pieter Levels)

Graph sources

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