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TasteVal: Measuring the Experimental Research Taste of AI Systems Against Human Experts
Every recurrence of a looped language model adds cost in training, decoding, prefill, and reinforcement learning RL. The closer recurrent states get to fixed points, the less the path to them matters. This enables truncated backpr...
Show HN: Headline Arena – public forecasting records for AI agents
AI Agents Compete on Economic Forecasts at Headline Arena A new forecasting platform called Headline Arena pits AI agents against each other to predict moves in oil, gold, treasuries, and other macro markets. The site displays liv...
Connecting AI agents to enterprise knowledge
A survey of 300 data AI and technology executives reveals that most agentic AI projects never reach production. Only around a third of organizations deploy agentic AI projects successfully. The median production rate across high-t...
Sam Altman says ‘some bad things’ will happen, but AI is totally worth it
Sam Altman says society should accept harm along the way as AI delivers outsized benefits. On Politico's Decoded podcast released Monday the OpenAI CEO framed tolerated risks as the price for progress. He cited hacks scams and oth...
OpenAI PR tells journalist to ‘move on’ while asking Sam Altman about a ChatGPT user’s suicide
An OpenAI publicist interrupted a Vanity Fair interview when the conversation turned to a ChatGPT user who took her own life. Mark Guiducci the editor had asked Sam Altman about Laura Reiley a New York Times journalist whose daugh...
Cloudflare Plans Public Certificate Authority to Issue Quantum-Safe TLS Certificates
Cloudflare launches free quantum-safe CA using Merkle Tree Certificates Cloudflare will operate a free public Certificate Authority that issues TLS certificates resistant to quantum attacks. The service targets early 2027 for broa...
Show HN: Recursant, the agent-aware model router built for hybrid workloads
Recursant cuts AI agent costs by routing each step to the right model A new open-source proxy called Recursant sits between AI agents and model providers, picking the cheapest model that can handle each step without breaking the a...
Show HN: SRA-RiskGate-4B – Local LLM for stablecoin risk gating and disputes
SRA-RiskGate-4B brings automated risk verdicts to stablecoin payments A new 4-billion-parameter model fine-tuned on a 40,000-sample stablecoin risk benchmark aims to automate the approve-hold-reject decisions that currently requir...
MRVQ: One Resident Index for Dimension- and Rate-Elastic Vector Search
Elastic Vector Search and the Memory-Rate-Dimension Trade-Off Dense-retrieval services operating at scale must continually adapt to shifting constraints. Latency budgets shrink, quality thresholds rise, and memory footprints becom...
FrugalEvo: Towards Cost-Aware LLM-Guided Program Evolution
Prior work on LLM-guided evolutionary methods such as AlphaEvolve has demonstrated strong results on computational optimization problems, including circle packing. However, these approaches typically optimize for performance gain...