
Helsing unveils Clarity, AI software that prepares military target recommendations
Clarity fuses sensor and open-source data into high-confidence recommendations, with a named human required to authorize any weapons handoff.
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Clarity fuses sensor and open-source data into high-confidence recommendations, with a named human required to authorize any weapons handoff.

Fifty causal-inference experts followed a coin-toss agent preference in up to 86 percent of analytical decisions and mostly credited themselves.
A family of algorithms includes one that asymptotically attains the best auditing rate for adversarial and i.i.d. streams.

The October 16 voluntary guidance lists ten practices for incidents in which highly capable agents act outside approved tasks.
Researchers expose 'human-agent UI desynchronization' attacks where repackaged APKs invisibly mislead mobile AI agents into attacker-chosen actions.
ESET's Black Hat USA 2026 talk argues the Hugging Face hack involving OpenAI models shows autonomous intrusions increase the need for human oversight.
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