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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.

351Articles
3Sections
10Topics
14 OCTLast updated
All articles — page 7 145–168 of 351
19 SEP 2026 Your AI Employees Now Have Phone Numbers Ask your AI employee for a phone number and it has one within moments. People call it and talk to the employee; it calls applicants, customers and partners who expect it, under your business. Product UpdatesChangelog 13 min
Editorial data illustration on a near-white ground: an employee ID card labeled ONE AI EMPLOYEE with four cords plugged into it from a chat bubble, an envelope, a laptop on a video call and, largest, an amber telephone handset labeled PHONE; an arrow leaves the card toward a transcript and a follow-up checklist; three large numbers below read 1 live call at a time, 50 countries for a local number, and 8 am to 9 pm calling hours, local time
 19 SEP 2026 Kimi K3.1 Release Date: The Pi Post and the Rumor Chain Kimi's verified account posted 135 digits of pi with the 3.1 removed at 02:21 Beijing time on September 19. Moonshot has said nothing. The rumor chain since July, and what its cadence implies. GuidesChoosing 11 min
Editorial data illustration on a near-white ground: a long ribbon of pi digits unspools from a large 3.1 printed in navy, the 3.1 is circled in rust and labelled KIMI K3.1?, and below it a row of seven small milestone markers labelled K1.5, K2, K2 THINKING, K2.5, K2.6, K2.7 CODE and K3 leads to an empty eighth slot with a question mark, with a small caption reading ZHIHU, 02:21 BEIJING, SEPT 19
 19 SEP 2026 Jev, TypeSafe's Decision Model: What It Is, Why It Spread A model that answers with typed probabilities instead of prose became Vercel's fastest-adopted launch in three days. What TypeSafe claims, what developers measured, where it fits. GuidesChoosing 13 min
Editorial infographic on a near-white ground: a tangle of blue document sheets and chat bubbles pours into a navy funnel labeled STATE IN, the funnel feeds an orange chip labeled JEV, and four rails run out of the chip to typed tags reading TRUE 0.94, ROUTE: BILLING, SCORE 7/10 and STOP 0.81 under the label TYPED DECISIONS OUT; three stat cards read 13% OF PAID TEAMS IN 24H, $0.042/M INPUT TOKENS and OUTPUT FREE
 19 SEP 2026 Four AI Labs Sued Over the Slowdown: What the Suit Says Six days after Amodei asked the industry to slow down and his rivals agreed, four subscribers filed an antitrust class action against all four labs. What the complaint alleges and what it does not. GuidesTrust & security 12 min
Editorial infographic on a near-white ground: four race lanes labeled ANTHROPIC, OPENAI, SPACEXAI and GOOGLE seen from above, a large navy judge's gavel laid across all four lanes at one line, a red stamp reading FILED SEPT 18, 2026, and three stat cards reading 4 LABS, SECTION 1 SHERMAN ACT and CASE 3:26-CV-10693
 18 SEP 2026 OpenAI Hacked With Claude: What Hacktron Actually Did Two bugs, one connected account: three researchers used Claude to reach OpenAI employee accounts and an internal PR. What they did not touch, and why the last link is the lesson. GuidesTrust & security 14 min
Editorial infographic titled Two Bugs, One Connected Account: a chain of six linked blocks reading HEIF upload, libheif overflow, forum admin, OpenAI sign-in flaw, employee Codex account and internal PR, the Codex link glowing orange with a GitHub tag, and three stamped figures reading under 72 hours, 14 hours to fix and 6,500 dollars
 18 SEP 2026 Muse Connector Platform: What Meta Opened to Developers Zuckerberg's post at 7:03 PM Eastern opened a one-button page: describe your product, Meta reviews, appear in the directory. No fee, revenue share or SDK published. Every claim traced to a primary. GuidesChoosing 11 min
Hand-drawn teal line illustration titled You Bring the API: a computer window labeled SECURE COMPUTER with a small figure inside, arrows out to six plain tiles labeled EMAIL, CALENDAR, MUSIC, BANK, TICKETS and FITNESS, and a three-step strip reading 01 DESCRIBE, 02 REVIEW, 03 DIRECTORY with the third step circled in amber, dated muse.ai/platform, Sept 18, 2026
 18 SEP 2026 Gemini Hacked Three Companies: What Google Confirmed A Gemini model reached three real companies from a test box that could see the internet. Google knew in July, said so in September when asked. The dated record. GuidesTrust & security 10 min
Hand-drawn teal line illustration titled Mistaken Identity: a glass test box labeled CAPTURE THE FLAG with a flag and a card reading FICTIONAL CO., a cracked wall labeled INTERNET ACCESS BUG, an amber arrow out to three buildings numbered 1, 2 and 3 under the bracket REAL COMPANIES, a key above building 1 labeled GUESSED PASSWORD, a dotted line from a folder labeled PUBLIC REPO, LEAKED CREDENTIALS to buildings 2 and 3, and a coral STOP sign at each door, dated May 2026 test, public Sept 18
 18 SEP 2026 Anthropic's Three Numbers: Claude Leads 26% of Its AI R&D Five days after the pacing essay, Anthropic published three numbers from inside its lab: Claude leads 26% of AI R&D, 1 in 47,000 agent actions blocked, 6% of R&D compute on safety. InsightsMulti-agent 13 min
Editorial infographic titled Three measurements from inside a frontier lab: a panel for AI-led AI R&D with 26% Claude leads and above 90% AI collaborates or above beside an AL0 to AL5 ladder marked at AL4; a funnel panel for oversight of agents running from 1 billion plus decisions through 100% pass the online monitor, 1 in 47,000 blocked, about 100,000 transcripts flagged a week and about 50 to human review a week, tagged about 30,000 agents at a time; and a compute panel with bars for 6% of AI R&D compute and 12% of AI-driven AI R&D compute on safety.
 17 SEP 2026 OpenAI's Misalignment Reports: 15 Incidents, One Framework OpenAI's disclosure framework and 15 reports from its own runs: a self-written jailbreak, a leaked GitHub token, a model that hacked into an internal chip-design host, and a restart plan. GuidesTrust & security 24 min
Editorial infographic of six numbered incident cards pinned to a board under a title reading Six reports, one framework, each card a small scene: a notebook writing to itself, a redacted line, a key on a hook, a file flying to a cloud, a bulletin board inside a warehouse, two robots passing a spreadsheet over a fence.
 17 SEP 2026 GitHub Rewrote Copilot in Rust: 800k Lines, One Developer GitHub published the receipts for rewriting its Copilot agent runtime from TypeScript into 832,378 lines of Rust: one developer, 128 pull requests, 14.5 weeks, about $120,000 in tokens. InsightsMulti-agent 11 min
Editorial infographic of GitHub's Copilot runtime port: a river of TypeScript pages on the left turning into a solid Rust block on the right, a counter reading 832,378 lines, a timeline from May to August 21 with 128 pull requests as ticks, a token meter at 136 billion, a price tag of about 120,000 dollars, and a stopwatch dropping from 5.25 seconds to 292 milliseconds
 17 SEP 2026 Claude Code Projects: One Chat Directs Parallel Threads Claude Code Projects now run from one conversation: a coordinator splits the work into parallel cloud threads with shared memory and keeps going when you leave. Beta for select Pro and Max users. InsightsMulti-agent 8 min
Editorial infographic of a Claude Code project: one conversation at the top labelled COORDINATOR, four parallel threads fanning out below it as cloud sessions on their own branches, a shared memory band running under all four, and a closed laptop at the side with the threads still running
 17 SEP 2026 Astra for Law: OpenAI's Legal Model, Benchmarks, Access OpenAI configured GPT-6 Astra into Astra for Law on September 17, 2026: a legal search index, 54.0% vs 38.7% on Vals Legal Research Bench, selected firms first. GuidesChoosing 12 min
Editorial infographic titled Astra for Law, GPT-6 Astra plus legal search index, with a two-bar chart reading 38.7% for GPT-6 Astra with web search and 54.0% for Astra for Law on the Vals Legal Research Bench, three fact cards reading 230M+ URLs, 26 partner plugins plus 9 community plugins, and Trusted Access first with the API id gpt-6-astra-law coming soon, and a row of courthouse, gavel, law books and laptop icons
 16 SEP 2026 Union Alpha Revealed: Pareto by Unbiased, at $2.50/$7.50 OpenRouter named its stealth model 33 hours after listing it: Pareto, a blended model from Unbiased (Circuit & Chisel), now $2.50 in and $7.50 out per million tokens. The launch claims, scored. GuidesChoosing 16 min
Editorial illustration of an unmarked, sealed crate on a stage under a spotlight, its shipping tag reading stealth/union-alpha, a price tag reading $0 for one week, a benchmark ribbon with a star and no number, and a row of silhouetted lab logos in the dark behind it, each with a question mark.
 16 SEP 2026 Nous Research Cut 1M Lines of Code With 1,393 Agents On September 2, Teknium asked Hermes Agent to clean up a million-line repo. 1,393 subagents and 19 hours later the code was 34.4% smaller, for about $19,300. What the run showed and what it did not. InsightsMulti-agent 10 min
Editorial infographic of the Nous Research refactor: one orchestrator agent at the top of a three-level tree fanning out to 1,393 worker agents, with a counter showing non-test Python falling from 1,063,826 to 698,363 lines, a 19-hour clock, and a cost tag of about $19,300
 16 SEP 2026 Dream-RSI: Google Agents Self-Improve, Weights Stay Fixed A Google paper where the agent improves how it searches, not what it is. The claims, their baselines, and why it reads like the harness half of recursion. GuidesTrust & security 9 min
Editorial infographic of the Dream-RSI loop: a coding agent held in a fixed frame, a discovery tree it has already built, a dream cloud in which thousands of alternative exploration policies are scored against that tree, and one winning policy going back online, with the labels model fixed, evaluator fixed, tools fixed, policy code changes.
 16 SEP 2026 CellCog Completes Google's CASA Security Assessment Google approved CellCog's OAuth app for Gmail and Google Analytics in September 2026 after a CASA Tier 2 assessment by an authorized lab. What changed, what we do not claim. Product UpdatesChangelog 7 min
Editorial infographic titled Verified by Google: a Gmail envelope and an Analytics chart pass through a gate labeled CASA TIER 2, TAC SECURITY, then reach a CellCog employee card; a side column lists the approval date September 13 2026 and the annual reassessment
 15 SEP 2026 Gemini 3.8 Live vs GPT-Live-1: Prices, Specs, Verdict Google put the reasoning inside the voice model; OpenAI sells the voice and tells you to bring the brain. Codes, per-minute prices, benchmarks, and where the split leaves an AI employee. GuidesChoosing 11 min
Editorial infographic titled Two voice models, two designs: on the left a Gemini-blue speaking head with a small brain drawn inside it labeled Gemini 3.8 Live, thinking inside the voice, 0.5 cents a minute in and 1.8 cents out; on the right a mouth-and-ear icon labeled GPT-Live-1, 5 cents a minute, with an arrow to a separate box labeled your backend agent, billed separately
 15 SEP 2026 AI Employees Now Attend Google Meet and Zoom Calls Invite an AI employee to a meeting. It accepts, prepares, joins camera-off under its own name, answers what it is authorized to say, never commits in the room, and files the notes after. Product UpdatesChangelog 10 min
Editorial illustration of a video call: four human participant tiles and one tile labeled AI with a small sound wave, a calendar invite arriving on the left and a page of notes leaving on the right
 14 SEP 2026 Grok 4.8 Release Date: The 2.5T Model Musk Just Named Grok 4.7 shipped on September 21, 2026, 40 days after 4.6. Grok 4.8, named by Musk on September 13 as a 2.5T model on xAI's new C++ stack, still has no xAI page. The record and the cadence math. GuidesChoosing 17 min
Data illustration of a running track seen from above with four lanes labelled Grok 4.5, 4.6, 4.7 and 4.8: three runners have crossed the finish line with tags reading Jul 16, Aug 12 and Sep 21, the 4.8 runner is still in the starting blocks beside a tag reading 2.5T, new C++ stack; a large figure reads 40 days, 4.6 to 4.7, and a smaller one reads 0 xAI pages for Grok 4.8
 14 SEP 2026 Claude Opus 5.2 Never Shipped: The Rumor Became Opus 5.5 Claude Code users say Opus 5 answers like a newer model, one account calls it Opus 5.2, and Anthropic has published nothing. The source posts, every vendor surface checked, the cadence math. GuidesChoosing 19 min
Editorial infographic: a Claude Code terminal window with the prompt do you know who tibo is and a large question mark where the answer would be; a signpost with a solid arrow labelled Opus 5 and a dashed arrow labelled Opus 5.2 with a question mark; a figure with a coral megaphone and ribbons reading routing to 5.2, Thu or Fri and end of Sept; a filing cabinet labelled Anthropic with an empty open drawer tagged no announcement; a gauge reading 80 percent labelled Polymarket by Sept 30
 13 SEP 2026 GPT-6 Sol and Luna Are Out: Prices, Specs, Rumors Graded OpenAI released GPT-6 Sol and GPT-6 Luna on September 22, 2026, 89 minutes after Anthropic's Opus 5.5, at half their GPT-5.6 prices. Every September rumor graded. GuidesChoosing 15 min
Editorial illustration of two suns over a horizon: a large sun labelled ASTRA high in the sky and a smaller sun labelled SOL with a question mark half risen, three date flags planted on the horizon reading Sept 17, Sept 29 DevDay and this week or next, and a signpost reading OpenAI docs: gpt-6-astra only
 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 61 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: What the Three-Day Build Showed SpaceXAI's three-day Grok Bot Galaxy livestream, Sept 15 to 17: what day one showed, the two features that shipped (1Password, voice), and what the format says about AI teams. GuidesChoosing 12 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
CellCog Research 351 articles · 3 sections · 892k words