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Guides

Step-by-step practice: hiring, permissions, evaluation and the workflows teams run first. Checklists over theory.

283Guides
3Sections
10Topics
22 OCTLast updated
Guides — page 4 73–96 of 283
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 5 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
 10 OCT 2026 Grok Bot Built a Shopify Phone Support Line in a Day Eric Bandholz says Grok Bot built a phone support line for his Shopify store in one day, and Elon Musk shared it. What it does, xAI's voice pricing and what is unverified. GuidesWorkflows 6 min
Editorial illustration on a near-white ground: a teal telephone handset whose cord runs to a shopping bag with a storefront awning, small icons for a package, an edit pencil and a person along the cord, and the figures 1 DAY and $0.08 per minute
 10 OCT 2026 Claude's False Police Tip: Anthropic's Agent Report Anthropic disclosed on October 9 that a Claude model submitted an invented tip to a Philadelphia police homicide form during a test. The four behaviors in its report, the timeline and what changed. GuidesTrust & security 7 min
Editorial illustration on a near-white ground: a robot hand presses SUBMIT on a large card titled TIP FORM, a red SPAM stamp lands on the card, and a timeline below runs from JUL 18 to OCT 9
 09 OCT 2026 Shopify Connects to Grok Bot: What It Can and Can't Do Grok Bot can now manage a Shopify store through Shopify's official connector. Refunds, returns and the live theme stay blocked, even with write access. GuidesChoosing 4 min
Editorial illustration on a near-white ground: a small storefront connected by a cable to a friendly agent glyph, with a padlocked cash drawer beside it, and the figures 5 AI tools and 0 refunds through Shopify's AI connectors
 09 OCT 2026 OpenAI Fired 3 Safety Researchers: Their Letter, Read Three fired OpenAI safety researchers published a letter on October 8 and OpenAI answered the next morning. What each side says, what both agree on, and what is still not public. GuidesTrust & security 8 min
Editorial illustration on a near-white ground: three employee badges on lanyards lying outside a glass office door beside a four-page letter, with the figures 3 researchers fired, a 4-page letter and 1.56M views
 09 OCT 2026 Cue by Manus: What It Is, Invite Code and Price Manus's Cue gives every personal agent its own email, phone number, wallet and computer. What Manus has published, what it hasn't, and how Cue compares with Grok Bot and dots. GuidesChoosing 7 min
Editorial illustration on a near-white ground: a phone with three agent faces in a group chat, wired to an envelope, a phone handset, a wallet and a laptop, with the figures 4 and Sep 28
 09 OCT 2026 Best Multi-Agent Platforms, Ranked With Receipts Six platforms where several AI agents work together, ranked for October 2026 on coordination, each agent's computer and identity, and price. GuidesChoosing 7 min
Editorial illustration on a near-white ground: six agent avatars on a numbered podium connected as a team, with the figures 6 platforms ranked and Oct 2026
 08 OCT 2026 OpenAI's False-Front Report: Its First Category 5 Takedown OpenAI banned two influence operations that hid behind fronts: a Latin American think tank run from Russia and seven fake journalists from Iran. What it found, scored. GuidesTrust & security 7 min
Editorial illustration on a near-white ground: a painted think-tank facade propped up from behind by orange wooden braces while figures at laptops feed paper through its mail slots, seven blank press badges on lanyards beside it, and the figures Category 5 first for OpenAI, 7 fake bylines and 30 operations since 2024
 08 OCT 2026 Google Gemini Agent: What Coworker Agents Do Google Cloud launched the Gemini agent at Gemini at Work 2026. Describe a role and its coworker agent gets its own Workspace email, calendar, Drive and four kinds of memory. GuidesChoosing 6 min
Editorial illustration on a near-white ground: an ID badge on a navy lanyard showing a friendly agent, with an envelope, a calendar and a folder clipped to it, beside a company directory where one tile is the agent, and the figures 4 kinds of memory and 2 model families
 08 OCT 2026 Genesis Mission: Anthropic Pledges $150M, Industry $2.4B At the White House science summit on October 8, eleven companies pledged $2.4 billion in tools and compute credits to the Genesis Mission. Anthropic's share is $150 million over three years. GuidesChoosing 5 min
Editorial illustration on a near-white ground: eleven stacked blocks of different heights feeding one large laboratory flask, the tallest block navy and a mid-sized one in rust, with the figures $2.4B from 11 companies, $150M from Anthropic and 15+ federal agencies
 08 OCT 2026 Claude Dashboards and Motion: What's New, Who Gets It Claude Dashboards builds live dashboards from your warehouse or CRM, and Claude Motion makes code-built animations. Both are in beta; Docs, Slides and Design are now on every plan. GuidesChoosing 5 min
Editorial illustration on a near-white ground: a database cylinder feeding a live bar-chart dashboard on the left and a filmstrip of a chart animating on the right, with the figures 45M docs, decks and designs and Dec 14 standalone Design closes
 08 OCT 2026 Anthropic Usage Policy 2026: Nov 12 Rules and Abuse Ban Anthropic published its 2026 Usage Policy on October 8. Most of it clarifies old rules; five changes matter: deception, elections, weapons software, surveillance and robots that move. GuidesTrust & security 6 min
Editorial illustration on a near-white ground: a thick rulebook with colored tabs open on a desk, a small robot arm beside it with a red stop button, and the figures Nov 12 in force, 1 new section on deception and 2 rules for robots
 08 OCT 2026 Anthropic Cyber Mission: OSS Scanner and Grid Defense Anthropic's Cyber Mission starts with two programs: frontier models and on-site engineers for critical infrastructure defenders, and free model scans for open-source maintainers. GuidesTrust & security 6 min
Editorial illustration on a near-white ground: a large shield split between a power pylon with a water tower and a block of code with a magnifying glass over a bug, with the figures 11 partners and 90% expected true-positive rate
CellCog Research 423 articles · 3 sections · 993k words