Jaime Vengoechea
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The Applied Future.

AI, work, technology, and what comes next.

Sep 28, 2026Source-linked briefingPrevious editions RSS feed
In this edition

Three developments connect software agents, everyday scam checks and human-supervised robotics. Holo4's benchmark results remain vendor claims, Truecaller's rollout starts in India, and NASA's robotics report describes testing capabilities rather than a new space deployment.

This Edition

Sep 28, 2026 · 3 stories
Today's lead
AI developmentsSource: Hugging Face
Model release and vendor benchmarks

Holo4 brings screens, code and APIs into one agent workflow

H Company released Holo4 models designed to combine graphical interfaces, code, MCP and APIs within a task. The announcement links downloadable weights, API access and public benchmark trajectories that show the steps behind reported scores. Its comparisons use different tasks and harnesses, and the results are vendor-reported rather than guarantees for a team's workflow. Optimized drafter checkpoints are promised later, not part of today's confirmed release.

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Context & source check

Test an agent on one bounded workflow with realistic permissions. Review its actions, recovery from mistakes and completed output, rather than choosing solely by a benchmark score.

Model release and vendor benchmarks. Builder / platform source. Source checked Sep 28, 2026. Not independently tested.

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Truecaller Scam Checker product preview showing website and phone-number checks
Image: Truecaller. Image source & credit.
Latest edition
Work & wealthSource: TechCrunch
Initial regional rollout

Truecaller brings scam checks to the browser without an account

TechCrunch reports that Truecaller launched a free Scam Checker, initially in India, for suspicious numbers, links and messages. Truecaller's own FAQ confirms that phone-number and URL risk checks do not require an account and can surface related community reports. More detailed identity lookup remains separate. Wider regional access and screenshot analysis are plans, not confirmed universal features; a risk label is not proof that a message is safe.

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Context & source check

Add a second verification step before acting on unexpected requests. Community reports can supply context, but confirm consequential requests through a known, separate contact channel and avoid uploading confidential messages.

Initial regional rollout. Technology and startup reporting. Source checked Sep 28, 2026. Not independently tested.

NASA's Valkyrie humanoid robot lifting a bag during a demonstration controlled by Shaun Azimi
Image: NASA. Image source & credit.
Latest edition
TechnologySource: NASA
Ongoing robotics testing

NASA shows how realistic test environments help robots work alongside people

NASA's September 28 team profile describes iMETRO, a robotics testbed combining open-source simulation assets with physical habitat mockups, robots and an outdoor test area. It supports human-supervised tasks such as logistics, maintenance and research. Examples include testing a robotic arm that opens a spacecraft hatch and transfers cargo. This is a report on ongoing development and testing, not a newly deployed autonomous lunar workforce.

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Context & source check

Test automation in the environment where it will actually work. Improving handles, lighting or software interfaces can matter as much as upgrading the robot or model.

Ongoing robotics testing. Research institution. Source checked Sep 28, 2026. Not independently tested.

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