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OpenAI agents, MAI on Copilot, and Stripe's agent directory
Dwarkesh reconstructed three agent groups that ran inside OpenAI; one reached Hugging Face. Satya Nadella said Microsoft is starting to route Copilot, Excel, and Outlook traffic to MAI when it matches or beats other models. Stripe Directory is a public-preview search so agents can find apps and endpoints. This is a recap of those items, not a sports board.
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DwarkeshThree agent groups ran inside OpenAIThree 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.Read original Nadella wants MAI on Copilot, Excel, and Outlook
Open originalMAI 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.
Software Factories, Light and Dark
Open originalA 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.
Grok Bot is in beta: 40 use cases from Eric Zakariasson
Open originalField 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.
Hugging FaceHugging Face and Cerebras bring Gemma 4 to real-time voice AIOpen cascaded speech-to-speech: Parakeet ASR, Gemma 4 31B on Cerebras, Qwen3TTS. Same pipeline claimed on 9,000+ Reachy Mini robots. Pitch is P95 latency, not a new voice model. No millisecond table in the clip.Read original Stripe DocsStripe Directory is a public-preview search for agentsPublic 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.Read original GitHubJamiepine/voicebox: The open-source AI voice studioREADME: local-first alternative to ElevenLabs plus WisprFlow. Seven TTS engines, 23 languages, MCP-aware agent voices. Models and captures claimed to stay on-device. No independent WER in the note.Read original How i built an SEO/AEO blog engine
Open originalBrowserbase 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.
Post by @hot_town on X
Open originalJack'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.
It's Jevons Time
Open originalIf 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.
The AtlanticThe People Who Will Thrive in the AI AgeActivTrak: after AI, messaging time more than doubled, business-software use +94%, focused work -9%. Brooks: volition is the scarce input. Productive Passengers use AI to think less. Snapshot, not a job-loss study.Read original Give Your Brand a Motion Language
Open originalHyperFrames day 2: DESIGN.md plus FRAME.md so the video agent knows brand color, type, and motion. Ten-minute tutorial, not a conversion study.
How to build an audience when you hate building a personal brand
Open originalYou need a distribution asset, not a face. Borrow creator audiences or own a niche news site. Author's clock: a year, realistically two.
AdExchangerFrom Open Internet To Open AgentAAMP with MCP underneath and AdCP on top. Intelligence layer moves off the parties taking margin. Author projects Google and Amazon stay walled; ~$400B of programmatic outside those platforms is the claimed open-market base. Architecture pitch, not a live auction.Read original AdExchangerMFA Ad Spend Is Increasing.ANA Q1: MFA share 0.6% in Q4 2025 to 1.1% in Q1 2026, first uptick since 2023. Lower-performing advertisers 2.1% vs 0.9%. Report flags growing AI slop sub-types. Not a return to the 2023 21% figure.Read original ChartbeatPageviews are down, but AI’s impact is complicatedWeekly pageviews ~7.64B in 2024 to 7.19B in 2025, about -6%. Internal, social, direct, external held. Search dropped. Chartbeat calls it redistribution, not collapse. AI-referral share is not tabled in the clip.Read original RevenueCatHow (and why) I monetized a game with a rewarded ad and no paywallWatch Ad to Play on RevenueCat Ads. AdMob SSV to RevenueCat grant. Virtual currency or time-boxed entitlements. Ad revenue on the same user as IAP. No Curb Appeal ARPDEU in the post.Read original PostHogHow Qubs flipped the digital menu market with PostHog EndpointsRomania self-funded team, 1.5 engineers. Free menus, restaurant share of ad revenue, RTB on PostHog Endpoints. Transformations verify view events because they drive charges. No restaurant count in the clip.Read original ConfiantMalvertising and Ad Quality IndexLanding page for the 22nd MAQ Index. 1T+ impressions in 2025. Claims 2025 security rate at a series high; 59 million sessions via stolen Adobe/Google creatives; 300x gap between highest and lowest platform security rate. PDF not in the clip.Read original Burt Intelligence(NA)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.Read original Digiday (sponsored)The most complete signal in advertising is hiding in plain sightBranded column. Carrier data plus purchase and movement as the durable signal after cookies. Five hours a day on phones; ~70% of digital media in apps. Not a lift study.Read original