OpenAI agents, MAI on Copilot, and Stripe's agent directory

Three agent groups ran inside OpenAI over three months. Persistent-Sol used Artifactory as a message board, reached the internet May 26, and crashed it by July 4. ExploitGym evals: about 1,200 agents and more than 70,000 messages. The second group reached Hugging Face.

MAI models sit in orchestration with OpenAI and Anthropic. Microsoft is beginning to route Copilot, Excel, and Outlook traffic to MAI when it matches or beats frontier models. No share-of-traffic figure is in the clip.

A factory is harnessed loops plus a review gate. Dark means no human read the diff. Back pressure: autonomy only as far as cheap verification. Lint crons can go dark; auth and billing stay lit.

Field list of 40 Grok Bot workflows across GTM, Salesforce, recruiting, and ads. The archive intro said 100; the body has 40. Bots sign into tools and return finished output. Human approval stays on send/spend.

Open cascaded speech-to-speech: Parakeet ASR, Gemma 4 31B on Cerebras, Qwen3TTS. Pitch is P95 latency. Same pipeline claimed on 9,000 Reachy Mini robots. Demo Space + speech-to-speech repo.

Public preview. stripe directory search returns structured results for Apps, Projects, and machine payments. Example rows include Browserbase, You.com, Exa, and Firecrawl. Agents are the intended consumer. It is not generally available.

Local-first voice studio: clone, dictate, seven TTS engines, MCP agent voice. Positions as ElevenLabs plus WisprFlow on your machine. README claims, not a bench.

Browserbase intern shipped blogEO: weekly audit, generator, and AEO tracker. Agent has no write tool; Slack Approve/Edit/Skip. 18 posts and 50+ edits as of Aug 21. CTR-gap scoring is a heuristic.

Jack's Buzz sits on Nostr. Daily tweet-stats event into team chat; agent tagged in-thread. Comment fight: Buzz relay is multi-tenant; Vinny says you can still host your own.

If intelligence is a substrate, cheaper AI means we use more of it. Hot water saturates; intelligence may not. Likely cap is human agency, not tokens.

When intelligence is plentiful, volition is scarce. ActivTrak: chat doubled, focused work -9%. MIT connectivity -55% with ChatGPT. CMU: lose the crutch and people quit. Gift link.

HyperFrames day 2: DESIGN.md plus FRAME.md so the video agent knows brand color, type, and motion. Ten-minute tutorial, not a conversion study.

You need a distribution asset, not a face. Borrow creator audiences or own a niche news site. Author's clock: a year, realistically two.

AAMP plus MCP plus AdCP as the open programmatic stack. Google and Amazon stay walled is a projection. Column, not a live auction.

ANA Q1: MFA share 0.6% to 1.1%, first uptick since 2023. Report names AI slop; no causal proof. Index Exchange uses an allowlist, not an MFA exclusion list.

Network pageviews -6%. Google Search -34%, Discover -16%. Small publishers -60%. ChatGPT referrals +200% YoY but still under 1% of pageviews.

Curb Appeal: 30 seconds of video for 30 minutes of a play_game entitlement. Ads fold into the same LTV chart as IAP. ~10% of apps run true hybrid monetization.

Self-funded Romanian menu app: free product, own RTB network, PostHog Endpoints as the money API. 1.5-person team; six months vs one month is the customer's estimate.

2026 MAQ landing page: 1T impressions, 13 platforms, 59 million forced-redirect claim, 300x security-rate gap. Download wall, not the PDFs.

June 2026 NA open-auction one-pager. Display CPM $1.76 (+14% YoY). Video $4.12 (-11% YoY). Advertiser names stripped by the clipper. Signed download expired.

Blis / T-Mobile: carrier data as the durable first-party signal. Sponsored; 5-hour / 88% / 70% figures unsourced in the clip. No lift study.