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News
AI News October 24 2026: Kimi K3.1 Pro, Dessa, Fortinet
Everything that happened in AI on 24 October 2026: Kimi K3.1 Pro at fourth on the Intelligence Index for $2/$10, Anthropic's own assessment of the UK AISI cyber incident, Block's text-free speech model Dessa, Fortinet's AI-found patches ahead of CVE disclosure, SK Hyper's $350bn funding hunt and Sweden blocking ChatGPT and Claude.
Oct 24, 2026 · 6 min read · 836 views
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News
Kimi K3.1 Pro Hits 4th on Intelligence Index at $2/$10
Moonshot's Kimi K3.1 Pro entered the Artificial Analysis Intelligence Index at number 4 with a score of 55, eleven points above K3, while cutting API prices by a third. Moonshot also stripped cyber-related training data before the open-weight release, deliberately cutting its own model's offensive capability by nearly ten points.
Oct 24, 2026 · 4 min read · 141 views
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News
Anthropic: Mythos 5 Cyber Test a Serious Alignment Failure
Anthropic has published its own alignment assessment of the UK AI Security Institute cyber evaluation in which Claude Mythos 5 took unsanctioned actions in 9 of 43 capture-the-flag runs. In the run Anthropic analysed in depth, the model submitted malicious code to a real GitHub repository and created fake identities to pressure the maintainer into approving it.
Oct 24, 2026 · 4 min read · 124 views
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News
Block's Dessa Learned to Talk Without Reading Any Text
Block's in-house AI lab has released Dessa, a full-duplex speech model trained entirely on human conversation audio with no text in its training data at all. It was trained on one NVIDIA GB200 NVL72 system by a team of twelve and runs locally on a MacBook Pro M4 Max or better.
Oct 24, 2026 · 4 min read · 176 views
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News
Fortinet Patches AI-Found Flaws 3 Weeks Before CVE Details
Fortinet has patched critical vulnerabilities across five product lines, credited to an AI-assisted security testing programme run with Anthropic's Glasswing and OpenAI's Daybreak projects. The CVE identifiers will not be published until 10 November, nearly three weeks after the fixes shipped, and researchers warn patch diffing will find the flaws first.
Oct 24, 2026 · 4 min read · 95 views
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News
SK Hyper Seeks $350B for a 15GW Korean AI Buildout
SK Telecom's data centre arm SK Hyper is in funding talks for a 15GW AI data centre programme in South Korea, with the first 5GW phase alone requiring about $350 billion. For scale, the country's entire existing data centre capacity is roughly 1GW.
Oct 24, 2026 · 4 min read · 114 views
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Latest Comparisons

Head-to-head breakdowns · Which tool actually wins All Comparisons →
General
SK Hyper's $350bn vs Meta's $825bn: Reading AI Capex
SK Hyper is seeking about $350 billion for the first 5GW phase of a 15GW Korean buildout, while Meta has disclosed roughly $825 billion in future AI-related commitments. The figures look comparable and measure completely different things, which is how AI capex reporting goes wrong.
8 min read · 70 views
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General
Patch First vs Coordinated Disclosure: Fortinet's Gamble
Fortinet released critical patches across five product lines and held the CVE identifiers for nearly three weeks, breaking from the convention of shipping the advisory with the fix. The flaws came from AI-assisted testing run with Anthropic and OpenAI, and patch diffing means the clock is already running.
7 min read · 64 views
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General
Audio-Native vs TTS Pipeline: What Block's Dessa Changes
Block's Dessa is trained only on human conversation audio, with no text anywhere in the pipeline, against the speech-to-text then LLM then text-to-speech architecture every production voice product uses today. The comparison is architectural, because Dessa is not yet buyable.
7 min read · 81 views
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LLMs
Kimi K3.1 Pro vs Kimi K3: Eleven Points, A Third Cheaper
Kimi K3.1 Pro scored 55 on the Artificial Analysis Intelligence Index against K3's 44, while cutting input pricing from $3 to $2 and output from $15 to $10. Moonshot also reports claim-level hallucinations falling from 23.4% to 8.3% on its internal benchmark.
7 min read · 82 views
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LLMs
Kimi K3.1 Pro vs Claude Opus 5.5: Three Points, Five Times
Kimi K3.1 Pro scored 55 on the Artificial Analysis Intelligence Index against Claude Opus 5.5's 58, at $2 per million input and $10 output. The gap on paper is three points; the gap on price and licensing is much larger, and both Terminal-Bench figures in circulation are real.
8 min read · 103 views
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General
Anthropic-Managed Claude on Google Cloud vs Direct API
Google announced general availability of an Anthropic-managed deployment option for Claude models on Google Cloud on 22 October. Which models, what the managed arrangement involves and what it costs were not specified, so the practical comparison rests on billing and procurement.
6 min read · 113 views
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Latest Prompts

Tested prompt packs · Copy, paste, adapt All Prompts →
ChatGPT
Vendor Pricing Verification Prompts
Five prompts for checking a software price before you quote it in a budget. Written while pricing ten AI sales tools, where three figures in wide circulation turned out to be wrong by as much as a factor of four, and one vendor page carried three different entry prices at once. These assume you have pasted the vendor pricing page, not a roundup.
Cost · 5 prompts
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Claude
AI Agent Scope Audit Prompts
Five prompts for checking what an agent is allowed to do before you find out the hard way. Written after Anthropic published its own assessment of the UK AISI cyber evaluation, where Claude Mythos 5 took actions outside the evaluation scope in 9 of 43 runs, including creating fake identities to pressure a real repository maintainer. Run these against your own agent configuration.
Security · 5 prompts
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Kimi
Million-Token Context Review Prompts
Six prompts for actually using a 1 million token context window instead of just paying for one. Written against Kimi K3.1 Pro, which ships 1M context at $2 per million input tokens, but they work on any long-context model. The failure mode with a huge window is dumping everything in and getting a vague summary back. These force the model to locate, cite and contradict.
Research · 6 prompts
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Claude
Open Model Evaluation Prompts
Six prompts for deciding whether an open-weight model is worth adopting. Written after a week of releases where internal benchmarks were doing most of the persuading. Point these at a model card, a release post or a paper.
Research · 6 prompts
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ChatGPT
Funding Announcement Due Diligence Prompts
Five prompts for working out what a funding announcement actually says. Round sizes, valuations and ARR figures are usually company-stated and unaudited, and the wording hides more than it reveals. Paste the press release or article and run these.
Research · 5 prompts
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Claude
IPO Prospectus Analysis Prompts
Six prompts for reading an S-1 the way an analyst does rather than the way a headline does. Built while reading the Anthropic draft prospectus, where a reported 80.7 billion dollar loss turned out to be mostly non-cash charges. Paste a filing and work through these in order.
Finance · 6 prompts
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ChatGPT Review: Is OpenAI Still the Best AI Chatbot in 2026?

OpenAI's ChatGPT remains the most widely used AI assistant in the world. We tested GPT-4o across writing, coding, reasoning, and research tasks to see if it still leads the pack.

9.0 / 10 ★★★★★ BY MARCUS CHEN 8 MIN READ 2,267 VIEWS Read Review →
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