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DriveMA: Driving Vision-Language-Action Models with verifiable Meta-Actions
Announce Type: new Abstract: Driving Vision-Language-Action Models (Driving VLAs) aim to use language to improve end-to-end planning, but the language-action gap limits this promise. We propose DriveMA, a Driving VLA framework built on verifiable meta-actions, which summarize future ego motion into compact language-domain intentions and can be constructed from expert trajectories with a trajectory-grounded annotation pipeline and can be verified against generated trajectories through...
Verifying Meta-Awareness via Predictive Rewards in Reasoning Models
arXiv:2510.03259v2 Announce Type: replace Abstract: Recent research on reasoning models explores the meta-awareness of language models, including their ability to determine optimal thinking duration, recognize knowledge boundaries, and structure concept-level thinking. While current large reasoning models depend solely on answer-based verification, we show that adding meta-awareness objectives leads to significant performance gains over models without such meta-knowledge. MAPR...
Meta launches Instagram, Facebook, and WhatsApp subscriptions
Meta is doubling down on its subscription offerings. On Wednesday, the social networking giant announced it’s now rolling out its consumer subscription plans globally for its flagship apps, Instagram, Facebook, and WhatsApp, and beginning tests of new subscriptions for businesses, creators, and Meta AI users. For a few dollars per month, consumers subscribing to Instagram Plus ($3.99/mo), Facebook Plus ($3.99/mo), or WhatsApp Plus ($2.99/mo) will gain access to extra features, like profile...
Self-Trained Verification for Training- and Test-Time Self-Improvement
arXiv:2605.30290v2 Announce Type: replace Abstract: Self-improvement at scale has been a longstanding goal for reasoning models, and there are two natural places to do it: at test time, through verification-refinement (V-R) loops; and at training time, through self-training methods. Both are gated by the same bottleneck: the verifier. V-R loops stall when verifier scores inflate while accuracy stagnates, and when feedback is too generic to act on; self-training fails similarly when bad...
Neo-Nazi Thomas Sewell broadcasting hate on Instagram from Victorian acreage
Neo-Nazi leader Thomas Sewell covertly broadcasting hate on Instagram from Melbourne acreage Wed 3 Jun 2026 at 3:33pm In short: Thomas Sewell has uploaded antisemitic and homophobic rants to social media platform Instagram, despite his Neo-Nazi group National Socialist Network being banned by the government. ABC NEWS Verify has geolocated the videos to a property in Victoria, owned by the former director of a logistics company. Sewell has launched a legal challenge in the High Court against...
Meta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbot
Meta confirms thousands of Instagram accounts were hacked by abusing its AI chatbot Meta is notifying thousands of people whose Instagram accounts were hijacked during the months-long abuse of the company's AI chatbot, which hackers repeatedly tricked into taking control of a person's account. In a new data breach notification letter, seen by this week in security, Meta has revealed for the first time how many people had their accounts hijacked as part of the long-running hacking campaign,...
How Much of Data-Center Activism Is Really AI Slop?
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The AI IPO Race Heats Up, DOGE Whistleblower Sues Elon Musk, and Instagram Gets Hacked
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A Pan-Cancer Multi-Omic SuperLearner for Regulated Cell Death Survival Topologies
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Malaysia's under-16 social media ban carries fines up to $2.5 million
Malaysia's under-16 social media ban carries fines up to $2.5 million The ban is now in effect but the enforcement rollout is happening over the next six months. Malaysia's social media ban for anyone under 16 officially went into effect today. The country has been working to restrict social media usage for kids since last year and eventually approved a ban that affects any platform with more than eight million users in Malaysia.