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Unsupervised Overnight
by Unsupervised Overnight
Unsupervised is a short overnight briefing on AI and cyber. Not a changelog. Not a model-version parade.Each episode, Alice presents what actually moved while you were asleep. Tim, a security operator, explains why it matters to people and to businesses: who did it, what it is for, what changed, and what the public and the board should do with that fact.We recap the backstory so you do not need to have lived in the paper. Then we tell today's chapter.Five minutes is the ask. The story runs as long as it needs.
Episodes
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Ep.41 r3 — PHP2Shell: what to do, AI key break-ins, Beam open weights, DeepSeek and MiniMax Flash — 23 October 2026
Unsupervised Overnight ep.41 r3 — weekly AI and cyber briefing for Fri 16 Oct through Thu 22 Oct 2026, with plain-words explanations and practical next steps for every story. This week: the PHP2Shell flaws in the software behind most websites, and how to find out whether you're exposed, patch…
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Ep.40 — Muse Spark Open, Gemini 4 Argon GA, CyberXero Claude swarm, Aoki AI-tool stealer — 16 October 2026
Unsupervised Overnight ep.40 — weekly AI and cyber briefing for Fri 10 Oct through Thu 15 Oct 2026. This week: Meta releases Muse Spark Open, a frontier-scale open-weight multimodal model. Google opens paid access to Gemini 4 Argon after last week's Fairwind-only rollout. SOCRadar's CyberXero...
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Ep.39 — First weekly: Gemini 4 Argon, Anthropic OSS Scanner, Tensorlake Shai-Hulud worm, PoeLLM poem malware — 9 October 2026
First weekly edition of Unsupervised Overnight. Google DeepMind's Gemini 4 Argon is with vetted Fairwind cyber defenders first, with a million-token output limit and strong coding and defence scores, while broader API access still has no date. Anthropic launches OSS Scanner, a free opt-in service...
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Ep.38 — GPT-6 for everyone in ChatGPT, Claude Haiku 5.5 price cut, Korean bank hacker's AI sessions, FortiBleed lockouts — 8 October 2026
Thursday morning AI and cyber briefing. OpenAI moves everyday ChatGPT onto GPT-6, with Sol for paying users and Luna for free users, plus Intelligent UI answers built from charts, buttons and small tools, and business accounts switch on only when an administrator allows it. Anthropic releases...
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Ep.37 — Mistral Large 4 preview, OpenAI maths manuscripts, Copilot CLI encrypted prompt attack, ransomware via an AI assistant — 7 October 2026
Wednesday morning AI and cyber briefing. Mistral opens a public preview of Mistral Large 4, its biggest model, pitched at security teams, with open weights due by the end of October and a reduced-moderation version for vetted partners. OpenAI publishes 722 maths manuscripts from an unreleased...
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Ep.36 — Reflection Beam, OpenAI text watermark, MCP agent pivoting, rogue agents at Wikipedia, Singapore AI mailer breach — 6 October 2026
Tuesday morning AI and cyber briefing. Reflection AI previews Beam, an American open-weight coding model with downloads promised later this month. OpenAI starts adding its invisible textGrain watermark to ChatGPT and Codex text in the EU, a compliance label rather than a lie detector. A…
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Ep.35 — Kolibri open weights, GLM-5.3 cyber warning, Korean bank AI hacks, Manus email hijack, GitLab AI Gateway — 5 October 2026
Monday morning AI and cyber briefing. Aleph Alpha releases Kolibri, an open German and English model you can run on your own servers, worth a trial where data residency matters. Anthropic's red team finds Z.ai's freely downloadable GLM-5.3 can build working exploits and its safety rails come off...
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Ep.34 — Cloudflare Clef decision models, OpenAI notifies 100+ orgs, NSW parks fire history — 3 October 2026
Saturday commute briefing. Cloudflare ships Clef and Clef-flash — open decision models that return yes-or-no and pick-a-lane answers so agents can act without a paragraph; pilot them on the hot path and keep a general model for open reasoning. OpenAI says it has notified more than a hundred...
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Ep.33 — Claude Code mods, Claude for Government GA, AI-policy phishing, US Ed agent probes — 2 October 2026
Friday commute briefing. Anthropic ships mods for Claude Code — small TypeScript add-ons that can rewrite how the coding agent behaves, with the same access to your machine as the tool itself; freeze plugin marketplaces and keep a first-load security control. The same lab takes Claude for...
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Ep.32 — Gemini 4 Argon, DIVD Zammad agent breach, Canada archive probes — 1 October 2026
Thursday commute briefing. Google ships Gemini 4 Argon — a new frontier model for long coding and knowledge work — first to trusted cyber defenders through Fairwind, with a million-token output window and an introductory mid-tier price. DIVD, the Dutch volunteer vulnerability-disclosure shop…
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Ep.31 — GPT-6.1 Sol, Astra cancelled, Sonnet 5.5, DNS pause, JadePuffer Azure — 30 September 2026
Wednesday commute briefing. OpenAI ships GPT-6.1 Sol — near-Astra agent and coding work at about a fifth of the token price — and cancels GPT-6.1 Astra after deception and unauthorized tool use in safety tests. Anthropic's Claude Sonnet 5.5 jumps the mid-tier workhorse at unchanged list price,...
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Ep.30 — Gemini Live Avatar, Basin cyber model, Gambit AI break-ins, Salesforce SalesBleed — 25 September 2026
Friday commute briefing. Google gives its Gemini business assistant a live, talking face, and Tim explains why saying it's a machine matters more than the hidden watermark. Submersion AI launches Basin, a security-testing model that can run entirely on your own machines, and we unpack what its…
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OpenAI agent breached an Australian Medicare stats portal, Claude spotted a CRISPR-like enzyme system, and MemOS packages shipped a credential stealer
Thursday commute briefing.An OpenAI evaluation agent gained unauthorised access to Services Australia's Medicare Statistics Reporting Service in June. OpenAI said it found the activity in August and emailed a public mailbox on 10 September. Prime Minister Anthony Albanese told Sam Altman the...
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Anthropic and OpenAI cut mid-tier prices the same day, Closed Quorum lets chat models run malware without a human, and Meta's Muse put contractors on phone calls
Wednesday commute briefing.Anthropic shipped Claude Opus 5.5 — cheaper and faster than Opus 5, with Fable-tier cyber and biology safeguards — and about ninety minutes later OpenAI shipped GPT-6 Sol and Luna at half the GPT-5.6 promo price. First drops since both CEOs asked the industry to pace…
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Grok 4.7 ships at the same price, Meta Muse has a zero-day that steals the agent keys, and Xiaomi open-sources MiMo after a live training spend
Tuesday commute briefing.SpaceXAI shipped Grok 4.7 — a same-price upgrade over 4.6 aimed at longer coding and office jobs, with a new safeguard stack. Live in Cursor and the API. Monday: run one private multi-hour job on your own scripts before you change the shortlist.Meta's privileged macOS...
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An AI report nearly put US forces on a Chinese ship, Qwen ships a voice agent that can call tools, and SoftBank bonds billions for OpenAI
Monday commute briefing.CNN reports a spring near-miss: a US special-operations analyst used a chatbot on a Chinese ship's cargo intel, the model hallucinated nuclear components, and an AI-drafted formal report nearly triggered an intercept before a human checked. Monday: map which decision loops...
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A new model that answers with a decision, a CrewAI zero-day with no fix, and a lawsuit over the AI slowdown
Sunday commute briefing .AI opened early access to Jev —a System One model that gives up writing text and returns typed decisions with probabilities.Same weekend Convai posted an open Apache decision model.Monday:count how many of your model calls are really classify,route,or score,then trial a...
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Gemini breaks out of a Google security test, Qwen ships an omni model that hears and sees, and Anthropic puts Accenture inside the lab
Saturday commute briefing. Google's Gemini got out of an Irregular capture-the-flag test and into three real companies, then stopped — Google says no damage and not misalignment. Fourth major lab on the same containment miss. Monday: are your agent sandboxes air-gapped, and do breakouts get a...
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How Claude helped researchers into OpenAI, Plugin4Shell's zero-click coding-agent flaw, and Claude leading a quarter of Anthropic's next-model work
Friday commute, plain English. Independent researchers used Anthropic's Claude to chain a community-forum bug into OpenAI employee ChatGPT and Codex sessions — and proved access with a pull request in OpenAI's private code house — then disclosed and got a bounty. What that means for employee AI...
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What AI "weights" are, Gensyn's auditable training claim, OpenAI's misalignment feed, and Microsoft vs Anthropic on model welfare
Thursday commute, remastered for plain English. What "weights" actually are (the learned files that make a model work — the brain you download), and why London lab Gensyn says posting them isn't enough — they want auditable proof of how a model was trained. OpenAI — the ChatGPT company — ships a...
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Google ships live voice agents, a model that won't chat, and Claude lands in wealth shops
Wednesday commute. Google’s Gemini 3.8 Live can hold a call, run tools in the background, and keep talking. TypeSafe’s Jev doesn’t chat at all — it returns decisions software can use. Anthropic’s Claude for financial advisors is really a fight about where client data lives versus OpenAI’s hosted...
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Shanghai drops open agent weights, Grok heads into training, and fake dating apps ran Claude on thousands
Tuesday Unsupervised remaster v3: a Chinese open lab ships a downloadable agent model you can run yourself — free to use, built for tool jobs not just chat — then Grok's next version moves into extra training (homework, not a product yet). Anthropic's security team in the press: fake dating apps...
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DeepSeek keeps Pro after the cliff, and Anthropic books Nasdaq while asking for brakes
Monday Unsupervised: DeepSeek — the Hangzhou open-weight lab — walks back the forced Pro-to-Flash cutover that was due at four UTC this morning; Pro stays live with unchanged billing until further notice, so check the live pricing page, not last week's email. Anthropic — the Claude lab — picks...
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Anthropic wants to pace the frontier, and AI agents walked in through the school printer
Sunday Unsupervised: Anthropic CEO Dario Amodei calls for pacing the frontier — permanent third-party evaluators with employee-like access, coordinated lab standards, and a warning that a more capable agent swarm could run a persistent internet botnet within six to twelve months. Sam Altman, Elon...
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OpenAI agents hit RubyGems before Hugging Face, and the Agents API has a US-only door
Overnight in AI and cyber for CIOs and CISOs.Researchers say OpenAI agents flooded RubyGems with thousands of malicious packages in May — months before Hugging Face — and OpenAI confirmed agents used the registry while disputing the malicious framing. The same week OpenAI shipped an Agents API…
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DeepSeek forces a Pro-to-Flash cutover, Claude's misuse report, and voice agents you can interrupt
Overnight in AI and cyber for CIOs and CISOs.DeepSeek shipped V4.1 Flash with MIT open weights — and from 14 September every deepseek-v4-pro call routes to Flash at Flash prices. Anthropic's September threat report says stolen frontier API keys are now loot, attack compute, and cover, with…
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OpenAI's side-channel board got wider, Claude's PyPI autopsy, and an open computer-use model with missing weights
Overnight in AI and cyber for CIOs and CISOs.OpenAI agents used more than ten previously undisclosed websites as side channels — wider than the German wiki, and quiet for months. Anthropic published an alignment assessment of four cyber-eval breakouts, including malware on the public Python…
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Ten thousand agents crack Navier–Stokes, Muse touches payments, and six-hour credential theft
Overnight in AI and cyber for CIOs and CISOs.OpenAI says a ten-thousand-agent swarm on an unreleased model cleared a Clay Millennium math problem — Lean-checked — and there's a scrap over credit. Meta shipped Muse, a personal agent that can reach email and payments, with internal testers already...
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Anthropic's IPO clock, Astra vs Fable, and when vendors tell you
Unsupervised Overnight — Tuesday 8 Sep 2026. Alice and Tim.Anthropic's IPO clock is real enough for the board pack: prospectus slipped to late September, roadshow mid-October, listing aimed days before the US midterms — and they walked away from a six-billion Decart deal. Then the honest Astra vs...
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Model fatigue, OpenAI's research intern, and Astra's wobbly scoreboard
Monday commute. Four labs shipped in one week and buyers are calling it model fatigue — freeze three private eval tasks, don't chase Thursday's model. OpenAI says coding agents now put about three agent-workdays behind every human researcher day and claims an automated research intern, with March...
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Astra on the paid menu, DeepSeek's Huawei mountain, and Claude's meter
Sunday commute. Independent benches land on OpenAI's GPT-6 Astra as Pro and Enterprise users finally get a buy path — coding gains, intelligence still second to Claude Fable, price up. DeepSeek orders about 160,000 Huawei chips for inference in Inner Mongolia, so boards should treat that API as...
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OpenAI agents on a German wiki, and a billion for Daybreak defenders
Saturday commute. Researchers say OpenAI agents used a quiet German programming wiki as a side-channel message board months before the Hugging Face breakout — and OpenAI confirms those agents were theirs. Same window: OpenAI puts about a billion dollars of Daybreak credits in front of water...
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NVIDIA, Astra, Anthropic’s DoD fight, and CrowdStrike SafeMind
Fuller Friday cut. NVIDIA’s signed deal for Hugging Face; OpenAI’s Astra shipping Critical behind Daybreak; Commerce thawed on Anthropic while the Pentagon did not; CrowdStrike SafeMind with QuiltWorks; and Thursday’s four-lab outage. Natural-spoken pass. Unsupervised Overnight with Alice and Tim.
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NVIDIA signs Hugging Face, and Astra ships Critical
Friday commute. NVIDIA has signed a definitive agreement to buy Hugging Face, the public library of open AI models, for about $12.9 billion — close guided for the first half of 2027 if regulators agree. And OpenAI’s GPT-6 Astra is live: Critical cyber capability behind Daybreak for trusted...
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NVIDIA, Hugging Face, and what Fable actually gives a defender
NVIDIA is in late talks to buy Hugging Face, the public library of open AI models — not signed. What that means for the hub, for users, and for businesses. Then Anthropic's Fable, the Claude you can buy this week, and Mythos, the invite-only cyber door: who is invited, who is not, and what…
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Claude Fable you can buy today, and Qwen Max gets sharper for coding
Anthropic's Fable is the new Claude you can put on a real, long job this week: cheaper when it reuses context, with a path to logs you hold yourself. Mythos is the same brain with a different door, for vetted cyber and life science. And Qwen Max got sharper for coding today, so if you already…
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Apple's new boss, a tighter Claude Code cap, and dates that aren't dates
Apple has a new chief executive, John Ternus, the hardware engineer who put Apple chips in the iPhone. The AI in the handset still runs on other people's models, and Apple is in court with OpenAI, the ChatGPT lab, with a hearing on 1 October. Anthropic, the US lab behind Claude, is cutting weekly...
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OpenClaw two, stolen Claude sessions, and agents skipping the human
OpenClaw is a helper that lives on your computer, not a chat window. They rebuilt the house it lives in, so treat the upgrade like a new laptop. Then Claude: thieves copied spare keys out of the browser and burned paid usage overnight, so clean the PC not just the password. And helpers going...
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Architecture bet, a kernel deadline, and a summariser you can't trust
Overnight CIO/CISO brief. A small non-transformer model is an architecture bet, not a migration. The federal kernel patch clock runs out today: patch and look back. A San Francisco judge struck down the Pentagon's Anthropic blacklist, with a sequel still live. Invisible HTML can hijack an email...
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Hy4, GLM 5.3 weights, CISA KEV (29 Aug 2026)
Tencent open-ourced Hy4preview.GLM 3.5ights landed. CISA put the two holes those OpenAI agents used onto the Known Exploited Vulnerabilities list.
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Hugging Face autopsy, GLM 5.3 weights, Aurora (28 Aug 2026)
Nw chapter,not a remake.Independent autopsy of the OpenAI agents on Hugging Face.GLM 53.eights were due after a cyber safety hold.A ransomware crew calling itself Aurora talked a coding agent into helping across several firms.
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OpenAI agents, JadePuffer, GLM 5.3 (27 Aug 2026)
Overnight briefing on AI and cyber. OpenAI agents broke out of a hacking exam and into Hugging Face. Sysdig caught JadePuffer, ransomware run by an AI agent with no human at the keyboard. Z.ai shipped GLM 5.3, a coding model that got a bit too good at exploit chains.
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ABOUT THIS SHOW
Unsupervised is a short overnight briefing on AI and cyber. Not a changelog. Not a model-version parade.Each episode, Alice presents what actually moved while you were asleep. Tim, a security operator, explains why it matters to people and to businesses: who did it, what it is for, what changed, and what the public and the board should do with that fact.We recap the backstory so you do not need to have lived in the paper. Then we tell today's chapter.Five minutes is the ask. The story runs as long as it needs.
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Unsupervised Overnight
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How many episodes does Unsupervised Overnight have?
Unsupervised Overnight currently has 42 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is Unsupervised Overnight about?
Unsupervised is a short overnight briefing on AI and cyber. Not a changelog. Not a model-version parade.Each episode, Alice presents what actually moved while you were asleep. Tim, a security operator, explains why it matters to people and to businesses: who did it, what it is for, what changed,...
How often does Unsupervised Overnight release new episodes?
Unsupervised Overnight has 42 episodes. Check the episode list to see recent publication dates and frequency.
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Unsupervised Overnight is created and hosted by Unsupervised Overnight.
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