The Briefing

What happened, why it matters, and what to do about it. Analysis, not rewritten press releases.

Showing 37 to 48 of 182 briefings

Friday 16 October

Illustrative isolated computing chamber with separate control console, representing an AI agent sandbox.

AI Security16 Oct 2026

Perplexity open-sources SPACE agent sandbox; its own tests show why VM and network isolation need separate checks

What SPACE actually provides, how its control and command paths differ, the reported red-team results, local deployment requirements and security questions for adopters.

Illustrative code review screen with a security finding and proposed fix; no real GitHub alert is shown.

AI Security16 Oct 2026

GitHub ships AI Scan and agentic autofix: one flags pull-request risks, the other proposes reviewed repairs

An evidence-led comparison of GitHub AI Scan and agentic autofix: coverage, branch limits, merge blocking, prerequisites, billing and a practical rollout plan.

Thursday 15 October

AI-generated editorial illustration of violet workflow modules and a central gear module in a transparent enclosure, labelled Langflow MCP security.

AI Security15 Oct 2026

Langflow: one sensor reports attacks, while two MCP advisories name different fixes

Langflow MCP security: distinguish two CVEs, one-sensor attempt counts, development auto-login and the separate 1.9.0 and 1.10.3 fixes.

A dark wall with a grey switchboard patch panel on the right. Eighteen black cords, each plugged into its own jack above a blank label slot, gather into one bundle that runs down into a single brass junction box with a blank plate. The left half is empty dark blue, with the headline: the fix was public before Check Point published its findings, and the number 179 days.

AI Security15 Oct 2026

Check Point's LiteLLM flaws were fixed 179 days before its post; 1.83.9 is inside seven later advisories

What Check Point, LiteLLM, CVE.org, PyPI, CISA and independent researchers say about two LiteLLM gateway flaws: the dates, the versions, who needs what access, what exploitation is reported, UK controls and a ranked checklist. Defender level only.

A pale grey-white polling booth with two tall side screens stands in a dark room on the right of the frame. On its plain shelf a tablet shows three empty rounded chat shapes, and a blank paper slip lies beside a pencil on a string. The left half is empty dark blue, with the headline and a stat drawn over it: 0.002%.

AI Security15 Oct 2026

Anthropic's 0.002% election-policy violation rate is about 5 in 250,000 conversations, with no count of actions

What Anthropic's 14 October 2026 post establishes about election use of Claude and what it leaves out: the arithmetic behind 0.002%, the 99% beside 85% on the same cards, where UK rules stop for chatbots, and checklists for election teams, communications leads and companies.

A dark shop counter with a checkout touchscreen on the right showing a blank page of empty rounded shapes: an empty amber button inside an outlined banner, two empty grey bars and an empty cyan button below. A pale robotic hand in a grey glove reaches in from the upper right with one finger over the amber button. The left half is empty dark blue, with the headline and a stat drawn over it: 91%.

AI Security15 Oct 2026

HiddenLayer's Jev checkout test prints one query, 91% on the ad button, and states no trial count

What HiddenLayer's two pages print for Jev, what they leave out, the arithmetic on the one count they give, an independent preprint on the same version, TypeSafe's claims against its own documentation, what UK guidance says, and a ranked checklist. Defender level only.

A dark desk at night. An open graphite laptop shows a plain split window: a narrow left pane with five blank grey bars and a wide pale right pane with one blank bar across the top. In front of it lie a ring of old brass keys, one lifted from the others, and a blank white key-card. The left of the frame is empty dark blue, with the headline and a stat drawn over it: 44 days.

AI Security15 Oct 2026

Noma's SneakPeek report on Claude Code Desktop: 44 days to a final fix, and no Anthropic advisory found

Noma's SneakPeek dates computed from its blog and press release, which disagree on the first fix; what Anthropic's changelog and advisories say, which versions are fixed, whether auto-update applies, UK controls and an ordered checklist.

Wednesday 14 October

A dark desk at night with an open graphite laptop on the right. Its screen shows a generic empty browser window made of blank rounded shapes. In front of it a heavy brass chain joins three padlocks, each with its shackle open. The left half is empty dark navy with the headline and a stat drawn over it: 6 days.

AI Security14 Oct 2026

XBOW says a six-day Chrome chain cost about $40,000 and won $250,000, but not which access tier of GPT-5.6 Sol

What XBOW's pages, Google's release notes, rules page and public tracker, and OpenAI's model pages establish about a six-day Chrome chain, what they leave out, the arithmetic, UK patch clocks and the Computer Misuse Act as read, and a ranked checklist.

A brass balance scale on a dark slate table in blue light. In the left pan, a glass dish holds a neat stack of plain, unmarked square silicon processor packages. In the right pan sits a smaller stack of blank pale grey-blue research folders. The beam is level. The left half is empty dark blue, with the headline and a stat drawn over it: $50M a year.

AI Security14 Oct 2026

Nvidia's $250m UK AI safety pledge is $50m a year of compute, with commercial terms still to be agreed

What Nvidia's release and the Guardian's report establish about the $250 million pledge, the arithmetic against AISI's budget and Nvidia's own results, what is not stated, what UK guidance says about accepting vendor money, and an ordered checklist.

Tuesday 13 October

A dark workbench in cool blue light. A grey steel shelf holds fifteen identical plain black set-top boxes in three rows, tangled with black cables that gather into a power strip. A blank, switched-off monitor stands in front on the right. The left half is empty dark blue, with the headline and a stat drawn over it: 0.39 tokens per second.

AI Security13 Oct 2026

Anthropic's self-replication test: 0.39 tokens per second on real TV boxes, 4 of 5 runs on emulated ones

What Anthropic's page shows and does not show on small-model self-replication: the speed on real TV boxes, 4 of 5 runs on emulated devices, SecurityWeek checked against it, The Register's critique beside Anthropic's case, UK controls and a ranked checklist. Defender level only.

Monday 12 October

A dim conference room. A long dark graphite table recedes from the lower right, with a closed pale grey document folder in the foreground sealed by a pale blue paper band and a blank round disc, its label wells empty. At the far end one empty chair sits pushed back. The left half is empty dark blue, carrying the headline and a stat drawn over it: 36 days.

AI Security12 Oct 2026

Three OpenAI safety researchers dismissed: both sides cite trust, neither publishes the policy, material or date

What OpenAI and the three researchers each state, the dates drawn to scale, what neither states, what METR's own record shows, who holds the key to outside monitors, what UK pages say, and an ordered checklist for a customer and a board.

Sunday 11 October

A dark laboratory bench in dim blue light. An unmarked pale grey and white desktop robotic arm reaches forward with its gripper open, beside a plain grey control cabinet whose door carries two blank recessed plates. A brushed steel stopwatch with a plain dial and one blue hand lies in front. The left half is empty dark blue, with the headline and a stat drawn over it: 8 of 8.

AI Security11 Oct 2026

Booz Allen's OT lab met 8 of 8 objectives with every exploit human-approved, and states no run count or model

What Booz Allen's page and white paper establish about an AI test in its OT lab, what they leave out, the arithmetic behind 8 of 8, how the UK AI Security Institute's industrial range and the NCSC compare, what UK guidance covers, and a ranked checklist. Defender level only.

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