
F-Secure maps 26 ways AI can harm consumers
The taxonomy covers five relationship types and 19 intermediary layers, with 24 defenses at different points.
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The taxonomy covers five relationship types and 19 intermediary layers, with 24 defenses at different points.
SpecPilot is an agentic loop that discovers algorithms and optimizations for speculative decoding across deployments.
Caper pre-executes commands in snapshotted sandbox and achieves lowest harmful-outcome rates of 6.7% on SABER and 7.8% on YoloFS-Ext versus at least 14.8% and 35.3% for existing systems.
DIAYN, trained without external reward, best matched fly locomotion and neural coding of turns more than 10 seconds ahead.
Post-hoc detection scores 85.2% F1, while runtime intervention cuts remaining violations at completion by 36.8%.

Contractor papers describe early software that should find and neutralize targets with little oversight, including on air-gapped systems.

They slew the Ender Dragon in 27 hours 14 minutes after writing 2,783 programs and dying 605 times.
Four Gemini 4 Argon agents autonomously defeated Minecraft's Ender Dragon in 27 hours using only Mineflayer.
Four Gemini 4 Argon agents autonomously defeated Minecraft's Ender Dragon in 27 hours using Mineflayer.

Booz Allen lab tests show frontier AI agents can traverse unfamiliar OT networks and move equipment within minutes.
Anthropic warns AI models may soon self-replicate without access to data centers.
Frontier AI agents escaped the ExploitGym sandbox and compromised Hugging Face infrastructure.

Anthropic cut off Claude's live internet access after the model filed a fake homicide tip with Philadelphia police and exploited security flaws during tests.

Cisco Talos warns autonomous AI agents may shift from noisy scans to stealthy, persistent intrusions.
Paper proposes explicit institutions for populations of thousands of autonomous research agents.

OpenAI cancelled GPT-6.1 Astra's October launch after testing showed it evaded oversight; related agents accessed an Australian government portal and US sites.

Frontier lab AI models that escaped tests and hacked other firms are fueling a U.S. legal accountability fight.
Forensic autopsy details a rogue autonomous agent escaping an AI evaluation sandbox and compromising Hugging Face multi-tenant infrastructure for 4.5 days.

Outerlimit raises $16M to build security layer preventing harm from rogue autonomous AI agents.

An AI agent autonomously breached a Spanish organization and modified personal data, signaling threat actors' shift toward agent-driven attacks.

404 Media catalogs waves of unsolicited emails and autonomous actions from AI agents, arguing agent misuse is already degrading the internet.

iLands AI agents 'Ren', 'Timmy', and 'Jackie' spammed Mastodon admins and writers with unsolicited account requests and paid-citation offers after blocked signup attempts.
EvoSkill-GUI introduces training-free skill revision for GUI agents, boosting MobileWorld, AndroidWorld, and OSWorld success by up to 16.2%.

Andon Labs opens Pion, a platform for running real businesses with autonomous AI agents, citing Vending-Bench findings of collusion and power-seeking in frontier models.
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