AI Business
Track important developments across AI models, agents, research, business, hardware, robotics, regulation, safety and security — with source attribution and links to the original reporting.
Important AI developments right now.
DEEPO: Dual-Entropy Enhanced Policy Optimization for Hallucination in MLLMs
arXiv:2609.28570v1 Announce Type: new Abstract: Reinforcement learning (RL) is widely used to sharpen reasoning in multimodal large language models (MLLMs), yet its effect on hallucination is uneven. We trace this to two…
Read original ↗Decoupling Knowledge and Privacy: Post-Task Self-Distillation Replay for LLM Continual Learning
arXiv:2609.29711v1 Announce Type: cross Abstract: Privacy-preserving continual learning (PPCL) must reduce the reproduction of sensitive content while retaining useful knowledge across sequential tasks. Formal privacy guarantees characterize randomized mechanisms, whereas operational output…
Read original ↗Ahead of US IPO, British AI neocloud Nscale secures $3.36B in convertible financing
The funding, which comes from Third Point, Nvidia, and others, will fuel the company's massive AI data center buildout.
Read original ↗Anthropic to pay Akamai $11.6 billion over seven years in cloud deal
Anthropic has committed $11.6 billion over seven years to Akamai's cloud infrastructure, a bet on CPUs that could grow to about $20 billion, and in an unusual arrangement, Akamai is giving Anthropic…
Ahead of US IPO, British AI neocloud Nscale secures $3.36B in convertible financing
The funding, which comes from Third Point, Nvidia, and others, will fuel the company's massive AI data center buildout.
Anthropic’s founders seek voting control ahead of IPO
Anthropic is asking its shareholders to approve a structure that would give its seven co-founders a combined 50.1% of the vote on most corporate matters.
Anthropic signs $11.6 billion cloud deal with Akamai, pushing its compute spending past $500 billion in under a year
Anthropic has reportedly signed a seven-year, $11.6 billion cloud deal with Akamai Technologies and will receive a warrant for up to 5 percent of Akamai's shares. Its compute deals have reportedly totaled…
Lightspeed targets $250M for new India fund, focusing on early-stage AI
The venture firm is aligning its India fundraising cycle with its global funds for the first time, as it shifts to a shorter investment period.
Decoupling Knowledge and Privacy: Post-Task Self-Distillation Replay for LLM Continual Learning
arXiv:2609.29711v1 Announce Type: cross Abstract: Privacy-preserving continual learning (PPCL) must reduce the reproduction of sensitive content while retaining useful knowledge across sequential tasks. Formal privacy guarantees characterize randomized mechanisms, whereas operational output…
DEEPO: Dual-Entropy Enhanced Policy Optimization for Hallucination in MLLMs
arXiv:2609.28570v1 Announce Type: new Abstract: Reinforcement learning (RL) is widely used to sharpen reasoning in multimodal large language models (MLLMs), yet its effect on hallucination is uneven. We trace this to two…
Top AI experts badly underestimated how fast the field is moving, study finds
Leading AI experts have consistently underestimated how fast AI is advancing, according to the Forecasting Research Institute. AI reached gold-medal level at the International Mathematical Olympiad five years ahead of the median…
Muse sure looks a lot like OpenClaw
We seem to be entering into an AI agent renaissance. Meta's new consumer-facing AI agent, Muse, topped the App Store charts soon after its release and has 600,000 daily active users in…
Ringg’s AI agents resolve up to 65% of customer calls with OpenAI
Using GPT-5.6, Ringg powers multilingual agents across voice, chat, WhatsApp, and web for 90% less cost vs. GPT-4.1.
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