Companies can build RAG in days. Making it reliable enough to run the business is much harder

Permissions become especially important when a RAG system is connected to internal company information. Imagine an employee ...

AI agents are exposing a security gap between the data they read and the systems they can change

As autonomy increases, an agent doesn't just draft a response; it sends it. The agent doesn't just flag an anomaly; it acts ...

Stanford and Nvidia's open CLM-8B caches reusable agent actions and runs up to 9x faster than Jev in tests

Stanford and Nvidia's open CLM-8B scores an agent's cached actions instead of generating tokens, cutting latency on tool ...

Adithyan RK

Adithyan RK is co-founder and CEO of Hyring, an AI-native hiring platform, and a member of the Forbes HR & Tech Council.

Should your enterprise build a custom AI harness? Inkitt did for AI video — 5 key takeaways

Inkitt Movie Creator is powered entirely by Cinematica, an internal harness created by Inkitt's in-house AI video production ...

AI agents have routed around access blocks. Only 9% of companies in VentureBeat's August survey isolate high-risk agents

On a research task, an OpenAI agent got past a block into a Medicare portal. Only 9% of VB Pulse respondents isolate ...

Anthropic releases Claude Opus 5.5, beating Fable 5.1 on key agentic benchmarks at 60% cheaper API price

Anthropic reports that Opus 5.5 performs better than recent Claude models across nearly every measure in its roughly ...

'Better than DeepSeek': Xiaomi's MiMo-V2.6-Pro debuts as the top open weights model in the world alongside cheaper V2.6-Flash

Xiaomi demonstrates MiMo taking text, images or video and coordinating multiple agents to create playable 3D worlds, ...

Black Forest Labs debuts FLUX 3 Action, an open-weights AI robotics model that tops the leaderboard at half the size of its competition

The company says it trained task-specific FLUX 3 Action policies to fly drones in real life and even successfully beat the ...

OpenAI releases GPT-6 Sol and Luna models, slashing API costs 50% or more

At Luna’s prices, routine extraction and summarization can be pushed toward a much cheaper tier. Sol targets recurring coding ...

Text handoffs slow AI models down. C2C lets them communicate through KV caches instead

C2C lets AI models communicate through KV caches instead of text, improving benchmark accuracy and reducing latency for teams ...

Grok 4.7 pairs coding gains with the same affordable pricing — but high token consumption threatens real-world ROI

A model charging less per token can still be more expensive on a finished workload if it needs substantially more reasoning tokens to get there. And the difference becomes material quickly at ...