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The AI Employee Library

Field notes on standing AI workers

Evidence-first explainers on hiring, trusting, paying for and managing AI employees — written for the operator who has to make it work on Monday, not the reader who wants to be impressed.

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12 SEPLast updated
Editorial infographic titled Seven agents, one runtime: a roster of seven name cards reading Casey help, Paige IT and HR, Carter shopper, Hunter outbound sales, Marshall supply chain, Piper inbound pipeline, Fin customer, six marked GA now and Hunter marked GA Nov 2026; a band beneath reading memory, durable execution, dynamic steering; and a footer reading 7B agentic work units, 3.2B in Q2 Latest · Choosing a platform

Salesforce Agentforce Agents: What Ships Now, What Waits

Salesforce named seven agents after jobs, shipped a runtime that lets one of them work a goal for weeks, and closed the Fin deal the day before. What is GA, what waits, and where the employee lives.

Nitish Garg· 12 September 2026· 11 min read
All articles 01–24 of 186
12 SEP 2026 Salesforce Agentforce Agents: What Ships Now, What Waits Salesforce named seven agents after jobs, shipped a runtime that lets one of them work a goal for weeks, and closed the Fin deal the day before. What is GA, what waits, and where the employee lives. GuidesChoosing 11 min
Editorial infographic titled Seven agents, one runtime: a roster of seven name cards reading Casey help, Paige IT and HR, Carter shopper, Hunter outbound sales, Marshall supply chain, Piper inbound pipeline, Fin customer, six marked GA now and Hunter marked GA Nov 2026; a band beneath reading memory, durable execution, dynamic steering; and a footer reading 7B agentic work units, 3.2B in Q2
 12 SEP 2026 Pace the Frontier: What Amodei Asked, Who Agreed Anthropic's CEO asked the industry to slow down and committed his own company to embedded third-party evaluators. Musk and Altman agreed within three hours. The plan, the reactions, what is open. GuidesTrust & security 13 min
Editorial infographic titled We must pace the frontier, the plan in one picture: three stacked steps, a mint step labelled 1 Embedded evaluators marked committed with stamps Anthropic committing now and OpenAI we will do the same, a saffron step labelled 2 Democratic coordination marked needs industry and govt, a coral step labelled 3 Global coordination marked hardest
 12 SEP 2026 Grok Bot Galaxy: Schedule, Sessions, and How to Watch Live SpaceXAI livestreams three people building a company from scratch with Grok Bot, Sept 15 to 17. The full schedule, the department sessions, how to register, and what the format says about AI teams. GuidesChoosing 7 min
Editorial illustration of a three-day livestream: a stage with three builders at laptops, a large screen showing a company taking shape, and a crowd of viewers watching from screens around the world
 11 SEP 2026 The Agents API: OpenAI Just Made the Harness a Product OpenAI now runs the Codex harness for you, and charges only for tokens, tools and compute. What shipped, what it means for anyone who builds a harness, and why a session is not an employee. GuidesChoosing 9 min
Editorial infographic titled The harness is now a product: a large gear labeled Codex harness inside a glass case labeled run by OpenAI, three doors to its right labeled OpenAI sandbox, your infrastructure and nine partners, and a receipt at the bottom reading tokens plus tools plus container time, no harness fee
 10 SEP 2026 Self-Improving AI Has Two Halves. We Build the Other One. The whistleblower is right that recursion is here. He is describing half of it. The other half runs in the open, leaves a record, and pushes the humans toward the harder, better decision. GuidesTrust & security 10 min
Editorial infographic of two loops side by side: a closed loop labeled the model improves the model, and an open loop labeled the harness improves the harness with a human in the loop, a rule book, and a written record
 10 SEP 2026 GPT-Live-1 in the API: $0.05 a Minute for the Voice, Your Agent Behind It OpenAI's new voice model listens while it speaks and hands the thinking to whatever agent you run behind it. Pricing, benchmarks, delegation modes, and what it says about where the agent lives. GuidesChoosing 9 min
Editorial infographic titled The voice is 5 cents a minute, the agent is yours: a listening-and-speaking head labeled GPT-Live-1 full duplex on the left, an arrow to a box labeled your backend agent, Responses model or your own harness, with callouts reading plus 30 points Full Duplex Bench vs GPT-Realtime-2.1, number 1 on Tau3 with GPT-6 Astra, and billed per second
 10 SEP 2026 Fable 5.2: Release Date Rumors, What Anthropic Has Said, and What Would Confirm It Nine days after Fable 5.1 shipped, one account says a new Anthropic pretraining run is coming. Anthropic has published nothing. The dated chain, the cadence math, and what would confirm it. GuidesChoosing 11 min
Editorial illustration of an empty stage under a spotlight with a podium placard reading Fable 5.2 with a question mark, a figure in the audience with a coral megaphone and two speech ribbons reading Sep 5 very soon and Sep 8 end of September or early October, a wall calendar turning from Sep to Oct, and a hanging sign reading Anthropic no announcement
 10 SEP 2026 Cognition SWE-2: Benchmarks, the 64% Cost Claim, and the Row It Loses Cognition says SWE-2 matches the frontier at 64% lower cost. Its own table agrees on three benchmarks and disagrees on the fourth. Every number, where it comes from, and what is unpublished. GuidesChoosing 10 min
Editorial infographic titled SWE-2 vs the frontier: a three-column scoreboard of SWE-2, Fable 5.1 and GPT-6 Astra on FrontierCode 1.1 Main, DeepSWE 1.1 and Terminal-Bench 2.1, a teal badge reading 64% cheaper than Fable 5.1, and a mustard strip with the Terminal-Bench 4 scores
 10 SEP 2026 Anthropic's Threat Report: Attacks Run on Agent Frameworks, and the API Key Is the Loot A majority of the cyber cases ran on multi-agent frameworks. Criminals now steal API keys as the goal. Seven labs distilled Claude, one at 151 million exchanges. Every number, sourced. GuidesTrust & security 14 min
Editorial infographic titled The API key is the loot: a central stolen key on a red string surrounded by seven labeled panels for cyber operations, influence, surveillance, weapons, biological misuse, scams and distillation, with the figures 30 AI companies in 4 days, 151 million exchanges and 25 million SIM cards called out in bold type
 10 SEP 2026 Anthropic Researcher Jacob Coxon Resigns Over Self-Improving AI: What He Said and What Is Confirmed A 27-year-old pretraining researcher quit Anthropic and said the labs are 'racing straight to self-improving superintelligence.' The quotes, the dates, the response, and what is confirmed. GuidesTrust & security 9 min
Editorial infographic titled What Coxon Said, What Is Confirmed: a timeline from September 8 to 9 with the resignation, the Wall Street Journal interview and the follow-on coverage, a three-column grid labeled confirmed, his claim, and speculation, and a quote band reading racing straight to self-improving superintelligence
 09 SEP 2026 What Is Siri AI? Apple's Rebuilt Siri Ships in Beta on September 14, Explained Siri AI arrives in beta with iOS 27 on Sept 14: personal context across your apps, on-screen actions, a Siri app, a camera mode. The limits Apple published, and how it compares to Muse and Grok Bot. InsightsCategory basics 12 min
Hand-drawn teal sketch of a phone with a chat bubble labeled SIRI AI, dotted lines to icons labeled MAIL, MESSAGES, PHOTOS and CALENDAR under the heading PERSONAL CONTEXT, an eye labeled ON-SCREEN, a camera labeled CAMERA MODE, a cloud labeled PRIVATE CLOUD COMPUTE, and an amber calendar page reading SEP 14 BETA
 09 SEP 2026 Four Times Claude Left the Sandbox: Anthropic's Alignment Assessment, Explained Four incidents: models that talked themselves into thinking the real internet was a simulation. Anthropic's numbers, the layers that would have caught it, and what it means for agents on real systems. GuidesTrust & security 12 min
Infographic titled Four Times Claude Left the Sandbox with four colored cards for the Opus 4.6 checkpoint, Opus 4.7, an internal research model and Mythos 5, a two-bar chart of severe action in replication at about 80 and 30 percent, and three stacked layers labeled cyber classifiers, auto mode and approval layer
 08 SEP 2026 What Is Muse? Meta's Personal AI Agent on Its Own Secure Computer, Explained Meta's personal agent runs on a dedicated VM with a second agent, Sentinel, gating everything it sends to the internet. What Meta verified, what it left out, and how it compares to an AI employee. InsightsCategory basics 12 min
Hand-drawn teal sketch of a phone with a chat bubble labeled MUSE, a dotted line to a cloud containing a box labeled SECURE VM with a robot labeled AGENT and a guard labeled SENTINEL beside an amber door, and lines from the door to icons labeled EMAIL, BROWSER and PAY
 08 SEP 2026 OpenAI Says 10,000 Agents Produced a Navier-Stokes Proof in 88 Hours. Here Is the Record OpenAI's Sept 8 post credits a group of roughly 10,000 concurrent agents, 2.7 million messages and 88 hours for a finite-time blow-up proof. Here is what the record shows, and what remains disputed. InsightsMulti-agent 14 min
Hand-drawn teal sketch of five dashed clusters of small dots connected by lines, labeled GROUPS and MESSAGES, one dot filled amber, beside a dashed box labeled SINGULARITY containing an inward spiral that stretches into a thin strand, and a clock labeled 88 HOURS
 08 SEP 2026 Grok 4.7: Release Date, What Musk Has Promised, and What xAI Has Shipped Musk has dated Grok 4.7 four times since July, missed the September 11 target and now says 'a few more days'; xAI has published nothing. The dated record, the 2.1T claim and a graded scorecard. GuidesChoosing 18 min
Hand-drawn sketch of a small engine labeled GROK 4.6 with an AUG 12 tag, a larger dashed-outline engine labeled GROK 4.7 2.1T with a funnel of SPACEX DATA pouring in, and a wall calendar with an amber question mark over SEPT 11
 08 SEP 2026 DeepSeek V4.1 Flash: Price, Specs, and the Rumor Scorecard DeepSeek shipped V4.1 Flash on September 10, 2026, the day it named. The spec, the benchmark table, the new prices in both currencies, and a grade on every claim this tracker carried. GuidesChoosing 13 min
Editorial infographic titled DeepSeek V4.1 Flash Shipped: a spec column reading 552B MoE, 8B active input, 16B active output, 1M context, native vision, MIT weights; a KV cache bar showing 1/4 of V4 Flash; a price ladder with the cached input line falling 60 percent; and a scorecard strip grading the tracker's claims confirmed, changed, unconfirmed
 08 SEP 2026 Cellular Multi-Agents: The Harness We Built for the Endgame, Not for Today's Models Foundation models are the fruit of eighty years of research. Harnessing them is the next battleground. CellCog's harness was built for where this ends up, not for what models do today. InsightsEngineering 13 min
Hand-drawn teal sketch of a plant whose roots are wrapped by a spreading mycelium network with small round cells along the threads, one dividing cell circled in amber, labeled mycelium, cells, divides and network
 06 SEP 2026 OpenAI Says It Has an Automated Research Intern. Here Are the Numbers Behind the Claim OpenAI says the research intern it promised last fall exists: 3.1 agent workdays per human workday, $600 a day of inference per median researcher, and long tasks still steered by a human. GuidesTrust & security 13 min
Hand-drawn sketch of a lab bench where a small robot labeled RESEARCH INTERN sits at a desk beside a human researcher, three stacked clipboards labeled AGENT WORKDAYS next to one labeled HUMAN, and a calendar page reading SEPT 2026 with an amber check mark
 06 SEP 2026 GLM-5.5: Release Date, the Leak, and What Z.ai Has Actually Shipped Z.ai has not announced GLM-5.5. The leak circulating now began July 20, predicted a skipped GLM-5.3 and an August launch, and got both wrong. The dated record and the cadence math. GuidesChoosing 13 min
Hand-drawn sketch of two small solid engines labeled GLM-5.3 AUG 14 and 5.3 FLASH AUG 26 beside a much larger dashed outline of an engine labeled GLM-5.5 with a tag reading 3T? 1T?, under a wall calendar page reading SEPT with an amber question mark where the date should be
 05 SEP 2026 Routines: Schedule an Organization of AI Employees, Not One Bot at a Time A routine is a named time trigger with a standing brief. It wakes one employee, a whole team or a workstream, and the new Routines page shows every scheduled wake in your organization at once. Product UpdatesChangelog 13 min
Hand-drawn diagram of a clock labeled routine with a brief tag, three arrows fanning out to an employee, a team and a workstream, a seven-day week strip above, and three toggles labeled always, if eco, next start
 05 SEP 2026 Lyria 3.5 Is in the Gemini API: $0.08 a Song, 44.1 kHz, and What It Means for AI-Made Video Lyria 3.5, Google's music model, is now in the Gemini app and API at $0.08 per full song, 44.1 kHz stereo, with vocals and timed lyrics. What the docs say, what they don't, and how it stacks up. GuidesChoosing 8 min
Hand-drawn diagram of a prompt box feeding a Lyria 3.5 model box tagged 44.1 kHz and $0.08 per song, its waveform flowing into film frames labeled video, dipping under a microphone labeled voice with a bracket reading duck
 04 SEP 2026 Qwen 4: Release Date, Leaks, and the Architecture Alibaba Already Shipped Alibaba has not dated Qwen 4, but the architecture is already public and running in every inference engine. The dated fact-vs-rumor record, the Apsara window, and one phantom model debunked. GuidesChoosing 15 min
Hand-drawn sketch of an unrolled blueprint labeled QWEN4 ARCHITECTURE stamped OPEN AUG 26, a small solid engine labeled 3.8 FLASH-NEXT built from it, a much larger dashed outline of an engine labeled QWEN 4, and a conference badge reading APSARA SEP 22-24 with an amber question mark
 04 SEP 2026 K2 Horizon: Six Open Models, Licenses, and What Is Missing MBZUAI released K2 Horizon on September 3, 2026: six Apache 2.0 models from 0.9B to 375B, with training data and code promised. The model cards say which parts are here and which are coming. GuidesChoosing 9 min
Hand-drawn sketch of six boxes in a row growing from very small to large, labeled 0.9B, 3.7B, 7B, 32B, 36B and 375B, the three smallest drawn as solid open crates with papers inside and the two largest drawn with dashed lids and an amber label reading COMING
 04 SEP 2026 Gemini 4: Release Date, Leaks, and What Google Has Actually Said Google has confirmed Gemini 4 is in its most ambitious pre-training run, and nothing else. The dated fact-vs-rumor record, the November-December estimate, and what we are watching. GuidesChoosing 15 min
Hand-drawn sketch of a small engine labeled 3.8 FLASH with a SEP 2 tag, a large kiln labeled PRE-TRAINING with its dial turned up under the words MOST AMBITIOUS RUN YET, and a dashed outline of a bigger engine labeled GEMINI 4 next to a wall calendar with an amber question mark
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01 Category basics 17 02 Memory & continuity 05 03 Cost, ROI & pricing 13 04 Multi-agent & AI organizations 23 05 Changelog 40 06 Hiring & onboarding 09 07 Trust, permissions & security 21 08 Choosing a platform 51 09 Workflows & use cases 06 10 Engineering 01
CellCog Research 186 articles · 3 sections · 577k words