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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.

300Articles
3Sections
10Topics
07 OCTLast updated
All articles — page 6 121–144 of 300
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, Stealth Routing, the Facts Seventeen days after Fable 5.1 shipped, one account relayed a pretraining run and two report Fable 5.1 routing to a newer model in Claude Code. Anthropic has published nothing. The dated chain. GuidesChoosing 15 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, 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 Every number, where it comes from, and what is unpublished.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
 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 Navier-Stokes: OpenAI's 10,000-Agent Proof and the Dispute 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 17 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: Benchmarks, Price, Independent Tests xAI shipped Grok 4.7 on September 21 at Grok 4.6's price. The spec, xAI's own table, the week-one independent tests, and Musk's claims graded. GuidesChoosing 27 min
Flat data illustration on off-white paper: a teal rocket-shaped engine labeled 4.7 lifting off a launch rail past four small toppled calendar pages, with three large numbers, 40 days after 4.6, $2 and $6 per million tokens, and 500k context
 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 15 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 vs What Z.ai 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 14 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: In Training, Says Alibaba at Apsara. No Date Yet Alibaba said at Apsara on September 22, 2026 that Qwen 4 is in training and named Qwen 4.5 and Qwen 5 at 5 to 10 trillion parameters. No date, no size. The dated record, one phantom debunked. GuidesChoosing 17 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 Argon: Release, Price and Access Google announced Gemini 4 Argon on September 30, 2026: trusted cyber defenders first, $2/$10 introductory pricing, a 1M-token output limit. What shipped, and the dated rumor record. GuidesChoosing 25 min
Editorial data illustration on a near-white ground titled Gemini 4 Argon: a navy door standing ajar with amber light in the gap and a teal badge reading trusted testers first, and two large figures, 1M output token limit up from 64K and $2 / $10 per million tokens introductory
 04 SEP 2026 GPT Image 2.5: Flare vs Sunburst, Cost, Which to Use Launched September 8, 2026: ChatGPT Images 2.5 on every plan, Flare and Sunburst in the API at GPT Image 2 token rates, 50 percent lower latency. The dated record, the scorecard, and our read. GuidesChoosing 11 min
Editorial illustration of a teal jet engine for Flare and a jeweler's loupe over a camera lens for Sunburst, above a scoreboard comparing position, speed, price and independent score, with CellCog's agent choosing per request and Flare as its default highlighted in amber
 03 SEP 2026 Muse Spark 1.3 Is Out: Meta Claims Frontier Parity, and Its Own Table Mostly Backs It Meta released Muse Spark 1.3 on September 2, 2026: level with Claude Opus 5 on agentic work by Meta's own table, ahead on long context, at $1.25/$4.25. The max mode in the table is not public yet. GuidesChoosing 14 min
Hand-drawn diagram of a three-step version ladder labeled 1.1, 1.2, and Muse Spark 1.3 with a dial reading MAX, two doorways labeled $1.25 / $4.25 and $0.10 / $0.20 contributor, and a terminal window labeled Muse Code pointing to a cloud labeled Model API
 03 SEP 2026 MiniMax H3 Max Renders Video Faster Than It Plays. That Is How AI Employees Get a Face. fal's MiniMax H3 Max post-train renders 5 seconds of video in under 3 seconds and tops two leaderboards at $0.08 a second. Once generation outruns playback, an employee can have a face that answers. GuidesChoosing 11 min
Hand-drawn diagram of a five-frame film strip labeled 5 sec clip under a stopwatch reading 3 sec, with an arrow labeled faster than playback pointing to a badge with a face outline labeled AI employee and a speech bubble labeled live
 03 SEP 2026 Best Super Agents, Ranked With Receipts Eight general-purpose AI agents that turn one instruction into finished work, ranked for October 2026 with prices read off each vendor's live pricing page, CellCog included and receipted. GuidesChoosing 14 min
Hand-drawn diagram of one instruction arrow entering a box labeled super agent and eight finished deliverables fanning out of it: a report, slides, code, a chart, a video frame, an image, a spreadsheet and a website
 02 SEP 2026 Qwen3.8-Max-0902: Same Price, Much Better at Coding and Office Work, Still Behind Opus 5 Alibaba upgraded Qwen3.8-Max in place on September 1, 2026. Same price, same 1M context, sharply better coding and office-work scores. What changed, what it costs, and where Claude Opus 5 still leads. GuidesChoosing 8 min
Hand-drawn diagram of a model block labeled Qwen3.8-Max with an arrow to a second block labeled 0902, a price tag reading $2 / $6 unchanged, and an amber upward arrow on a bar labeled coding
 02 SEP 2026 Gemini 3.8 Flash vs 3.7: Benchmarks, Price, Cyber Variant Google released Gemini 3.8 Flash on September 2, 2026: same $0.75/$3.75 intro price as 3.7 Flash, an 8-point DeepSWE jump to within 0.3 of Claude Opus 5, and a cyber variant for defenders. GuidesChoosing 16 min
Hand-drawn diagram of a small fast engine labeled 3.8 Flash with an effort dial reading low, medium, high, a price tag reading $0.75 and $3.75 beside a calendar page reading Dec 31, and a small shield labeled Cyber
CellCog Research 300 articles · 3 sections · 817k words