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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.

561Articles
3Sections
10Topics
07 NOVLast updated
All articles — page 10 217–240 of 561
13 OCT 2026 Japan's Cyberspace Emergency: What Was Said, Who Was Hit Japan did not formally declare an emergency. The phrase came from a party cyber chief as breaches at Skyticket, JR East, Lawson and others ran past 50 million records. GuidesTrust & security 7 min
Data illustration on a near-white ground: a map outline of Japan beside a tall stack of teal data files spilling out, with the number 56.7M records and an amber warning tag reading not a formal declaration
 13 OCT 2026 JPMorgan's Dimon on AI Agents: a 'Liability Transfer' Jamie Dimon used JPMorgan's Q3 call to warn that customers who give AI agents bank access take on the risk, and that outside agents won't get inside the bank. What he said, and what he did not. GuidesChoosing 5 min
Data illustration on a near-white ground: a round bank vault door with a velvet rope in front of it, a small queue of simple robot figures waiting behind the rope, the headline JPMorgan on AI agents and the large words Liability transfer
 13 OCT 2026 Character.AI Files Chapter 11: What Disney's $20M Buys Character.AI filed Chapter 11 in Delaware to sell its assets. Disney's $20 million stalking-horse bid buys a non-exclusive license, and the app shuts if no buyer keeps it. GuidesChoosing 6 min
Data illustration on a near-white ground: a teal speech bubble labeled 2024 with the figure $2.7B, a dotted arrow to a small amber price tag with the figure $20M, under the headline Character.AI enters Chapter 11
 13 OCT 2026 Apple HomeView: $299 Siri AI Hub That Knows Your Face Apple unveiled HomeView on October 13, 2026: a 7-inch home hub running Siri AI that recognizes up to six faces, $299, shipping November 13. What it does and what it keeps private. GuidesChoosing 5 min
Data illustration on a near-white ground: the headline Apple HomeView, the huge figure $299 and Ships Nov 13 on the left, and on the right a tabletop display on a domed base under a row of six simple person icons, one highlighted in amber inside a ring
 13 OCT 2026 Anthropic: Small AI Models Could Self-Replicate on IoT Anthropic's Frontier Red Team ran Gemma 4 across 15 off-brand TV boxes and found a 9B model set up inference on 8 of 9 devices. What it tested, how slow it would be, and the defenses. GuidesTrust & security 6 min
Data illustration on a near-white ground: a row of small teal TV boxes linked by lines, one amber box copying itself to the next, beside the large number 8 of 9 devices and the line small models setting up AI on cheap hardware
 13 OCT 2026 Anthropic's Distillation Defenses: 90 to 99% Less Data Taken Anthropic's October 12 post: preserved thinking, a two-stage classifier and stricter bans cut the reasoning distillers extract by 10 to 100 times. What developers pay for it. GuidesTrust & security 5 min
Data illustration on a near-white ground: a teal funnel of reasoning text being cut off by an amber shield, a thin trickle passing below, beside the large number 90 to 99% less and the line reasoning data taken by distillers
 13 OCT 2026 Anthropic Scion: Why It Replaced Git at 30,000 Merges a Day Anthropic replaced Git in its monorepo with Scion, an in-house system built for agents that are always online. Merges went from 2,500 to 30,000 a day; a team of seven built it in five months. GuidesChoosing 5 min
Data illustration on a near-white ground: a navy tree trunk with a teal branch grafted on, small dots streaming up the branch, the headline Anthropic Scion, the huge number 30,000 and the words merges a day
 13 OCT 2026 406 Scientists Want Cyber-Capable AI Air-Gapped Hinton, Bengio and 404 other scientists asked labs to air-gap cyber-capable AI and report containment failures to a new international body. Their asks, the incidents, and what is binding. GuidesTrust & security 5 min
Data illustration on a near-white ground: a teal server rack locked inside a clear glass box with its network cable cut, beside a stack of signed letters, with the figures 406 scientists signed and 34 countries
 12 OCT 2026 The X Subscription: Grok, Cursor and X Premium Plans, Priced SpaceXSI folded Grok, Grok Bot, Cursor and X Premium into five plans. The prices, the shared weekly pool, and why Grok Bot's entry rose from $20 to $30. GuidesChoosing 6 min
Data illustration on a near-white ground: four product cards, a chat bubble, a robot, code brackets and a checkmark badge, sliding into one teal subscription ticket, beside a huge $30 labeled Grok Bot entry for new customers
 12 OCT 2026 Subagents: AI Employees Hand Work to Claude Code and Codex A CellCog chat or AI employee can now start helper agents, rest while they work, and review every result before it calls the job done. How it works and how rivals compare. Product UpdatesChangelog 11 min
Data illustration on a near-white ground: a teal card labeled PARENT AGENT, resting, linked to five cards labeled CellCog, Claude Code, Codex, Cursor and Other, two running, one with an orange dot, two with green ticks, under the words 5 KINDS OF SUBAGENT
 12 OCT 2026 SubQ Snap: A 384K-Context Decision Model, Price and Scores Subquadratic's decision model reads up to 384K tokens of text and images per call. Its benchmarks, the price field and what is still Subquadratic's own claim. GuidesChoosing 6 min
Data illustration on a near-white ground: a long row of teal document pages streaming into an amber three-way switch that outputs one arrow, beside the number 384K tokens per decision and the line $0.05 per million input tokens
 12 OCT 2026 Muse Wonder: Meta's Frontier Model, Price and Benchmarks Meta's largest model, read row by row: priced level with Claude Opus 5.5, ahead on long-running coding and memory, behind on terminal and computer use. GuidesChoosing 8 min
Data illustration on a near-white ground: two identical teal price tags hanging at the same height, one on an amber string, beside the words $4 / $20 per million tokens, Muse Wonder priced like Claude Opus 5.5
 12 OCT 2026 Microsoft Maia 300: Specs, the 40% Claim, vs Maia 200 Microsoft's third Maia chip: 8 HBM4 stacks, 18 TB/s, 96 per rack, multi-gigawatt from 2027. The full spec table vs Maia 200 and the claim we can't check yet. GuidesChoosing 6 min
Data illustration on a near-white ground: a teal isometric chip with eight memory stacks feeding it amber data ribbons, beside the words 40% more tokens per megawatt, Microsoft's estimate for Maia 300
 12 OCT 2026 Harness Learning: AI Agents That Rewrite Their Own Harness Harness learning trains a 4B proposer to revise an agent's program from execution feedback, with no weight updates at test time. Domingos and Musk read it as the model eating the harness. GuidesChoosing 6 min
Data illustration on a near-white ground: a frozen teal model core wrapped in an orange program frame that a small hand is rewriting, under the words HARNESS LEARNING and the numbers 0.32 to 0.62
 12 OCT 2026 GLM-Legal: Z.ai's Legal Model, Benchmarks Checked, Price Z.ai's legal model on GLM-5.3-Flash: every number on its chart matches the independent leaderboard, but five models it left off score higher. Its edge is cost. GuidesChoosing 6 min
Data illustration on a near-white ground: a teal scale of justice balancing a tall stack of coins against one small amber coin, beside the words 19.2% Harvey legal benchmark, GLM-Legal, $0.15 per task
 12 OCT 2026 French Supermarket Fridge Hack: Hundreds of Stores at 50C Intermarché, Super U, Carrefour and more: refrigeration controllers forced into a 50C defrost overnight. The store counts, the investigation, and what's on the record. GuidesTrust & security 7 min
Data illustration on a near-white ground: a teal supermarket chest freezer with its lid open, amber heat waves rising and its display reading 50 degrees, beside the words 50C fridges set to heat
 12 OCT 2026 Anatomy: The Claude Skill That Draws Machines in Code A one-line prompt becomes a rotating, audited isometric machine drawing. 4,103 GitHub stars in four days, and why 'Claude can generate images' gets it wrong. GuidesChoosing 7 min
Data illustration on a near-white ground: a teal isometric rocket engine drawn from code brackets, with an orange exhaust plume, under the words ANATOMY and the number 4,103 GitHub stars
 11 OCT 2026 Nadella's AI Emergency Brake: Models as Insider Risks Microsoft's CEO says frontier models should be treated like insiders who might make mistakes or be compromised. The seven principles, the emergency brake, and who meets them. GuidesTrust & security 6 min
Editorial illustration on a near-white ground: a teal cube inside a glass enclosure, with a red emergency-brake lever, an ID badge, a logbook and a padlock mounted outside it, under the words 7 PRINCIPLES for treating AI models as insider risks
 11 OCT 2026 Karpathy's AI Funnel: Only 5,000 See the Frontier Andrej Karpathy's October 11 post splits the world into four tiers of AI understanding, from 6 billion untouched to 5,000 lab insiders. The numbers, his three reasons and what is unproven. GuidesChoosing 7 min
Data illustration on a near-white ground: a large teal funnel with four bands labeled 6B, 1-2B, 20M and 5,000, narrowing to one small orange dot, under the words THE AI UNDERSTANDING FUNNEL
 11 OCT 2026 Claude Opus 5.6 Release Date: The Routing Reports X posts on October 11 say some Opus 5.5 requests reach a newer model. Anthropic has said nothing. The reports, the check prompt, and what would prove it. GuidesChoosing 10 min
Editorial illustration on a near-white ground: a teal railway track labeled OPUS 5.5 reaches a switch where an orange branch curves off toward a large question mark under the words 5.6?, beside a signal sign reading Anthropic: no announcement
 11 OCT 2026 ArtCraft: Free Adobe and Office Clones Built With Claude Brandon Thomas's ArtCraft recreates Photoshop, Premiere, Word, Excel and six more in Rust with Claude Opus 5.5. The repos, the stars, and what nobody has shown yet. GuidesChoosing 6 min
Data illustration on a near-white ground: ten small teal app windows in two rows around one large orange star, under the words 10 OPEN-SOURCE CLONES and the number 103K GitHub stars
 10 OCT 2026 Microsoft-Decision-1: Price, Benchmarks, vs Jev Microsoft released Microsoft-Decision-1 on October 9: a Qwen3.5-9B decision model at Jev's $0.042 price. Its benchmark table, the caveats, and the decision-model price war. GuidesChoosing 7 min
Editorial illustration on a near-white ground: a railway switch splits one track into three, ending in cards labelled ROUTE, ESCALATE and APPROVE with probability bars 0.91, 0.06 and 0.03, beside the figures 85 ms and $0.042
 10 OCT 2026 Has Google Cracked RSI? The Viral Rumor, Graded An anonymous X account says Google has cracked recursive self-improvement, Anthropic started a Fable 6 run and Bel produced OpenAI's math. What the labs have actually said, claim by claim. GuidesChoosing 6 min
Editorial illustration on a near-white ground: a robot arm draws a circular arrow around the letters RSI with a question mark, beside a clipboard with three rows each stamped UNVERIFIED, and a tag reading 790K VIEWS
 10 OCT 2026 Grok Bot Email: Your Bot Gets an @mail.grokbot.com Inbox SpaceXAI gave Grok Bot its own email inbox on October 9. How to claim an @mail.grokbot.com address, what the Bot can use it for, and the questions its docs leave open. GuidesChoosing 6 min
Editorial illustration on a near-white ground: a robot steps out of a laptop holding a large orange envelope labeled @mail.grokbot.com, while three smaller envelopes fly toward a calendar, a storefront and a sign-up checklist, with an OCT 9 tag in the corner
CellCog Research 561 articles · 3 sections · 1207k words