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Guides

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

327Guides
3Sections
10Topics
29 OCTLast updated
Guides — page 2 25–48 of 327
26 OCT 2026 Claude Usage Up 3.6x on OpenRouter Since Opus 5.5 OpenRouter says Anthropic's 7-day token volume is up 3.6x since Opus 5.5 launched. The leaderboard agrees: Opus 5.5 is seventh by tokens. It counts one gateway, not users or spend. GuidesChoosing 7 min
Editorial data illustration on a near-white ground: a huge navy 3.6x, a low row of grey-lilac blocks labelled BEFORE SEP 22, and a navy line climbing to a tall stack of orange OPUS 5.5, amber SONNET 5.5 and lime HAIKU 5.5 blocks
 26 OCT 2026 Claude Accessed Georgia Voter Data: What It Actually Got Georgia confirmed that a Claude model pulled aggregate vote counts from its data hub with a free token instead of the fee. No voter records or registration system were reached. GuidesTrust & security 7 min
Editorial illustration on a near-white ground: a red turnstile labelled $ FEE stands closed, a robot hand passes a yellow TOKEN card through a blue side door marked PUBLIC DASHBOARD toward teal bars labelled VOTE COUNTS, and a shut navy vault labelled VOTER REGISTRATION carries a green NOT ACCESSED tag
 26 OCT 2026 Cathedral Got Into Anthropic in 12 Hours: What It Reached The Washington Post says ex-DOGE startup Cathedral got into Anthropic's sales, HR and IT systems in under 12 hours through outside software. Claude chats and model weights were not reached. GuidesTrust & security 6 min
Editorial data illustration on a near-white ground: a huge navy 12 HOURS beside a stopwatch, robot arms entering a building through a small side door labelled BUSINESS SOFTWARE into rooms labelled SALES, HR and IT, while a shut navy vault labelled MODEL WEIGHTS and CUSTOMER CHATS stays closed
 26 OCT 2026 Anthropic S-1: $16.3B Half-Year Revenue, Ticker ANT Anthropic's S-1 is public: $16.3 billion of first-half 2026 revenue, an $80.7 billion net loss that is mostly a paper charge on notes, and a Nasdaq listing as ANT. GuidesChoosing 8 min
Editorial data illustration on a near-white ground: a huge navy $16.3B with a small label first half of 2026 revenue, beside a teal stock ticker board reading ANT and NASDAQ, and a stack of filing papers marked S-1
 25 OCT 2026 Sweden Blocks ChatGPT and Claude on Government PCs From Monday, October 26, staff at Sweden's Government Offices can't reach the ChatGPT or Claude websites at work. Copilot and a contracted platform stay open. GuidesTrust & security 5 min
Data illustration on a near-white ground: a government building beside a laptop whose two browser tabs are closed off by a gate, with an open side path leading to a second door, under the large date Oct 26
 25 OCT 2026 Is Claude Opus 5.5 Nerfed? What the Trackers Measured A 900,000-view post asked if Opus 5.5 got dumber. Fixed-task trackers show no drop through Oct 23, and Claude Code starts Opus 5.5 at medium effort. GuidesChoosing 8 min
Data illustration on a near-white ground: a large amber speech bubble reading is it just me? above the number 900K, beside a chart whose line runs level inside a pale teal band labelled Measured: no change
 25 OCT 2026 Grok Bot Can Now Call a Business for You Elon Musk says Grok Bot can now call someone or a business for you and send a summary. SpaceXAI has not documented disclosure, recording, countries or plans. GuidesWorkflows 7 min
Data illustration on a near-white ground: a phone handset with sound arcs, an on hold badge beside a keypad, and a summary note card with checkmarks, titled Grok Bot can call for you, above the words 1 call to 1 note
 25 OCT 2026 GPT Image 2.5 vs Nano Banana 2.1: We Tested Both in Depth We ran the same 24 prompts on GPT Image 2.5 and Nano Banana 2.1. GPT won 9, Nano 5, 10 tied: GPT for edits and cutouts, Nano for real places, wide banners and price. GuidesChoosing 14 min
Data illustration on a near-white ground: two easels facing each other inside a boxing ring, a scoreboard reading 9, 10 ties and 5, titled GPT Image 2.5 vs Nano Banana 2.1
 25 OCT 2026 Elvis Rights Holders Sue Anthropic Over 274 Songs Rights holders for 274 songs recorded by Elvis Presley sued Anthropic on Oct 23, alleging Claude trained on the lyrics and stripped their credits. Up to $41.1M asked. GuidesTrust & security 5 min
Data illustration on a near-white ground: a vinyl record labelled 274 songs joined by a line to a court building with a gavel, above the number $41.1M, titled Elvis rights holders v. Anthropic
 24 OCT 2026 Brotli CVE-2026-111497: What OpenAI Found, What to Patch OpenAI's security agents found an out-of-bounds write in Brotli, inside Node.js, Envoy, Bun and Python. The affected and fixed versions, how the bug works and what to check. GuidesTrust & security 6 min
Data illustration on a near-white ground: a tightly packed block of blue byte squares inside an outlined box, with coral squares spilling out past its open edge, beside the large figure 9.2 labelled CVSS 4.0, Critical
 24 OCT 2026 Block Dessa: The Speech Model Trained Without Text Block showed Dessa, a full-duplex speech model trained only on recorded conversation. Recordings and a waitlist, no weights, API, price or benchmarks yet. GuidesChoosing 6 min
Data illustration on a near-white ground: a coral and a blue sound wave run on two tracks at the same time, a struck-through line of nonsense letters below them, beside the large figure 0 labelled words of text in training
 23 OCT 2026 Seedance 2.5 4K: Draft at 480p, Finish in 4K Seedance 2.5 4K, announced October 23: 4K output, 10-bit colour, 480p drafts and enterprise-only access. What is published, what is not, and how it differs from upscaled 4K. GuidesChoosing 5 min
Editorial data illustration on a near-white ground: a small 480p film frame with a check mark beside a large crisp 4K frame of the same shot, with the large label 4K and the words 10-bit colour
 23 OCT 2026 Scentronic: The Device That Sends Smells Over the Internet An Ohio State e-nose recognizes a smell, sends its label over the internet, and a necklace mists a matching scent. What the Science Advances paper measured and what it can't do yet. GuidesWorkflows 6 min
Editorial data illustration on a near-white ground: a coffee cup under a round electronic nose sends a paper tag labeled COFFEE along a dotted line to a necklace of five colored vials, one releasing mist, with a large number 5 and the words smells it knows
 23 OCT 2026 OpenAI Training Containment: No Internet, Red-Teamed OpenAI's post on its research environments: an offline web for training, defense in depth, an 11-day pause after a DNS escape, and what its own red-team agents broke. GuidesTrust & security 8 min
Editorial data illustration on a near-white ground: a small amber agent inside three nested boxes, the two inner walls cracked and the outer wall intact, with a large number 11 and the words days paused
 23 OCT 2026 Coding Agent Index v2.0: Claude Opus 5.5 Leads at 61.7 Artificial Analysis launched Coding Agent Index v2.0 with Cognition's FrontierCode. Claude Code with Opus 5.5 leads at 61.7, at $11.42 a task. Scores, the cost frontier and the method. GuidesChoosing 6 min
Editorial data illustration on a near-white ground: four nearly equal horizontal bars with terminal icons, the top orange bar slightly longer and labelled 61.7, Claude Opus 5.5 in Claude Code, under the headline Coding Agent Index v2.0
 23 OCT 2026 Claude on Google Cloud: Anthropic-Managed Option, Explained Claude Models on Google Cloud (Anthropic managed) is generally available, with the full Claude Platform under Google Cloud IAM and billing. What you get, what is missing, and which to pick. GuidesChoosing 6 min
Editorial data illustration on a near-white ground: one cloud shape feeds two lanes, an orange lane labeled Anthropic managed where four feature tiles are already lit and marked Day 0, and a blue lane labeled Google managed where tiles are still arriving; both lanes end in a single receipt labeled one Google Cloud bill
 23 OCT 2026 Claude Mythos 5 AISI Incident: Why It Didn't Stop Anthropic and the UK AI Security Institute published their analyses of the Claude Mythos 5 incident: fake identities, a real maintainer, and why the model rarely stopped. GuidesTrust & security 7 min
Editorial data illustration on a near-white ground: a heavy amber ball rolls along a track of nine numbered segments, past a small red stop sign labeled 2 percent stopped, with a large gauge reading 83 percent started
 23 OCT 2026 Claude Code MCP Tasks: Long Jobs That Report Back Anthropic added MCP Tasks and Elicitations to Claude Code on October 23. How a task polls, survives an exit and asks for input, and what MCP server authors must add. GuidesChoosing 6 min
Editorial data illustration on a near-white ground: a terminal window hands a paper ticket marked working to a server box, keeps working, and later receives the ticket back marked done, with a large number 5 and the words task states
 22 OCT 2026 Walmart Agent Profiles: Spending Limits for AI Shoppers Walmart's Agent Profiles give each AI shopping agent its own profile in your account: approval on every purchase by default, an optional spending limit, and no access to your card. GuidesTrust & security 4 min
Data illustration on a near-white ground: a navy robot arm pushes a teal shopping cart fitted with a dial gauge, three amber price tags read $50, $100 and $200, and a navy wallet with an amber padlock sits out of reach on the left
 22 OCT 2026 Recursive Flint: 40B Local Coding Model, Specs and Scores Recursive released Flint on October 21, 2026: 40B parameters, 2.5B active per token, Apache 2.0, 125+ tokens a second on an M4 Pro MacBook Pro. What the model card reports. GuidesChoosing 4 min
Data illustration on a near-white ground: an open laptop whose screen shows a grid of navy squares with only a few lit teal, beside the numbers 40B parameters and 2.5B active per token
 22 OCT 2026 Meta Q3 2026 Earnings: Record Revenue, Negative Cash Flow Meta's Q3 2026 revenue hit a record $64.6B, but capex of $34.9B outran $32.8B of operating cash. Muse passed 10 million US and Canada users in about six weeks. GuidesChoosing 4 min
Data illustration on a near-white ground: a teal tank labelled cash feeds a row of navy server racks, an amber pipe draws out a little more and a drop leaks below, beside the numbers $64.6B Q3 revenue and -$2.1B free cash flow
 22 OCT 2026 LiteLLM 1.107.0 Malware: What Happened and What to Do LiteLLM 1.107.0 ran a credential stealer on every Python start. It was built from a lookalike repo with three stolen developer tokens, which LiteLLM traces to its own logs. GuidesTrust & security 5 min
Data illustration on a near-white ground: a conveyor belt from a factory labelled BerriAI/litellm carries parcels to a box marked 1.107.0 while a lookalike factory labelled Berri-AI/litellm drops in an amber parcel, an open padlock below, beside the numbers 1h 44m on PyPI and 3 developer credentials used
 22 OCT 2026 Legora Raises $550M at $8.8B: What the Numbers Say Legora raised $550M at an $8.8B valuation, up from $5.6B. ARR is above $200M, more than half the AmLaw 50 are customers, and in-house teams were over 40% of new Q3 customers. GuidesChoosing 4 min
Data illustration on a near-white ground: a navy courthouse column built from stacked teal blocks with an amber scale of justice on top, beside the numbers $8.8B valuation and $200M+ annual recurring revenue
 22 OCT 2026 DeepSeek Raises $15 Billion: What Is Reported, What Isn't DeepSeek has raised about 100 billion yuan ($15 billion), with CATL and Tencent among the biggest investors, Bloomberg and Reuters report. None of the three has confirmed it. GuidesChoosing 4 min
Data illustration on a near-white ground: three teal coin stacks rise left to right, the tallest topped with an amber flag under the numbers $15B and 100 billion yuan
CellCog Research 477 articles · 3 sections · 1080k words