The latest AI news, launches, models, companies and research — collected from official sources, research feeds and reporting, grouped into stories and ranked by the BharatHunt Trend Score.
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GatewayBench: Unified Capability and Security Evaluation Platform for MCP Gateways. It centres on Benchmarks, and also names Model Context Protocol. Reported by arXiv. Bharat Hunt files it under AI Agents and AI Research — the section covering autonomous and tool-using systems, agent frameworks, MCP and orchestration.
ScoutRoute: Efficient Mixture-of-Experts Routing Using Internal Language Model Signals. The story centres on Inference. Reported by arXiv. Bharat Hunt files it under AI Models and AI Research — the section covering a new or updated model, its capabilities, benchmarks or availability.
Generative Policy Improvement from Observational Data. It centres on Benchmarks, and also names Fine-tuning. Reported by arXiv. Bharat Hunt files it under AI Regulation and AI Research — the section covering law, policy, courts, standards and government positions on AI.
What Makes a Social Agent's Interactions Effective? Learning from Verifiable Outcomes in Paired Worlds. The story centres on Benchmarks. Reported by arXiv. Bharat Hunt files it under AI Regulation — the section covering law, policy, courts, standards and government positions on AI.
TreeSpark: Learning to Draft the Trees You Verify for Speculative Decoding. It centres on Inference, and also names Benchmarks. Reported by arXiv. Bharat Hunt files it under AI Regulation — the section covering law, policy, courts, standards and government positions on AI.
RM-OPD: On-Policy Distillation for Generative Reward Models. It centres on Fine-tuning, and also names Benchmarks. Reported by arXiv. Bharat Hunt files it under AI Regulation and AI Models — the section covering law, policy, courts, standards and government positions on AI.
MultiPartyTurnBench: Benchmarking Floor Control in Multi-Party Spoken Dialogue. It centres on Benchmarks, and also names Gemini. Reported by arXiv. Bharat Hunt files it under AI Research — the section covering papers, benchmarks, evaluations, interpretability and safety results. Open the original report for the full detail.
Helping small businesses put AI to work. The story centres on OpenAI. Reported by OpenAI. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability. Open the original report for the full detail.
Peak XV unveils Surge 12 with 18 startups across AI, robotics, space, consumer, healthcare, music and fintech. It centres on Benchmarks, and also names Google and Microsoft. Reported by Entrackr. Bharat Hunt files it under Robotics and AI Startups, and tracks it as India coverage.
Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs. The story centres on Fine-tuning. Reported by arXiv. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability.
PUBG Ally: A Conversational Embodied Agent as an AI Teammate. The story centres on Benchmarks. Reported by arXiv. Bharat Hunt files it under Robotics and AI Agents — the section covering embodied AI, humanoids, autonomous vehicles and drones.
From Agent Output to Authorized Transition. The story centres on Benchmarks. Reported by arXiv. Bharat Hunt files it under AI Research and AI Agents — the section covering papers, benchmarks, evaluations, interpretability and safety results. Open the original report for the full detail.
Bharat Hunt links to original reporting and does not republish it. Headlines and links belong to their publishers; summaries and the trend ranking are ours. All AI stories
Our own 0-100 ranking, not an industry metric and not anyone else’s “trending” number. It combines how recently a story was covered (32%), how many independent publications covered it (28%), how fast that coverage is arriving right now (20%), how reliable those sources are (12%) and how many people opened the story (8%).
A story we cannot date carries no score at all rather than a made-up one, so some cards show no badge. Summaries are written by Bharat Hunt from the headline and the coverage — the original article is always the source of truth, and every link goes to the publisher.