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Mira Murati’s Inkling AI model gives developers a free base to build on

Mira Murati’s Inkling AI model arrived this week, and it shifts who gets to shape a frontier system. Thinking Machines Lab posted

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Claude Opus 4.8 AI model
  • Artificial Intelligence

Claude Opus 4.8 AI model arrives as Anthropic pushes its flagship system toward harder engineering work. The company built the release for long software projects, agent tasks, and detailed analysis. Anthropic released the upgrade on a Thursday and kept the same price as before. You pay five dollars per million input tokens and twenty-five per million output tokens.

The new system reduces silent errors, a common weakness across large language models today. Anthropic says the model flags four times fewer hidden code flaws than its predecessor. You can read this gain through one clear benchmark from the company’s internal testing. The Claude Opus 4.8 AI model scored 69.2 percent on the SWE-Bench Pro metric. This score measures agentic coding, where the model plans and finishes tasks on its own. The result tops earlier versions and shows steady progress on real engineering benchmark tests. Anthropic claims the model beats rival systems from OpenAI and Google on key tests. These wins cover agentic coding, financial analysis, and computer use across several public benchmarks. Developers gain more than raw scores from the latest release by the AI company. Anthropic added several new tools across its platform, including Claude.ai and the Cowork surface. One headline feature now sits inside Claude Code and changes how large jobs run.

Dynamic workflows reshape how Claude Code handles scale

Dynamic workflows let the model break a huge codebase into many parallel processing tracks. The feature then deploys hundreds of small agents to work at the same time. Each agent tests and validates its output before the system returns a final result. Anthropic says the model now catches its own mistakes and warns you about them. Early testers report fewer false claims and more honest progress updates from the model. You get faster work on tasks that once stalled large teams for many hours.

Claude Opus 4.8 AI model gives you new effort control

Anthropic also built an effort control mechanism into the Claude Opus 4.8 AI model. This control lets you decide how deep the reasoning goes for each separate query. You can add power for heavy research loops or scale down for quick tasks. Lower effort settings also help you preserve API rate limits and cut running costs. An adaptive thinking mode trims token use during lighter conversation turns with the model. Developers can also update the system prompt mid-conversation without losing helpful prompt cache hits. This setup helps you run long sessions with steadier speed and lower token waste.

Why the launch matters for your daily work

The Claude Opus 4.8 AI model now ships with a default one-million-token context window. You can hold far more code or text in a single working session now. The launch lands as Anthropic and OpenAI both prepare public market debuts this year. Anthropic frames this upgrade as a modest yet solid step beyond the older Opus 4.7. Company statements say early testers found the system sharper and more reliable on agentic tasks. From my standpoint, this release rewards patient users far more than those chasing flashy promises. You gain steadier output, clearer error flags, and tools tuned for real production work. The Claude Opus 4.8 AI model now stands ready for your hardest coding sessions.

  • 3 min read
ElevenLabs has announced its new investors
  • Investments

ElevenLabs has announced its new investors after closing a $500 million Series D funding round. The voice AI startup welcomes BlackRock, Wellington, D.E. Shaw, and Schroders as institutional backers. Enterprise giants like NVIDIA and Santander joined the round through their corporate strategic venture arms. Hollywood stars Jamie Foxx, Eva Longoria, and Squid Game creator Hwang Dong-hyuk also added their names. For readers tracking AI investments, this round signals strong confidence in conversational AI platform growth.

Institutional backing reaches a new high

BlackRock and Wellington bring deep capital expertise to a fast-growing voice AI startup ecosystem. The company ended 2025 with $350 million in annual recurring revenue from enterprise clients. By April 2026, ElevenLabs had surpassed $500 million in annual recurring revenue across its product lines. Rob Mazzoni from Wellington Management said voice AI will become foundational for global business communication. His firm sees ElevenLabs leading the category as enterprises adopt human-like AI agents at scale.

Many enterprise clients now back the company financially through their corporate strategic investment arms. NVIDIA, Salesforce, KPN, and Deutsche Telekom rely on the platform for customer interactions daily. ElevenLabs has announced its new investors right after expanding deals with these enterprise customers. Deutsche Telekom uses the platform to power support agents and produce marketing videos for customers. The German telecom giant invested through T.Capital, its strategic investment arm, during the latest round. Karine Peters from T. Capital said voice carries the highest stakes in any customer interaction channel.

Why has ElevenLabs announced its new investors at this moment

You see strong momentum because enterprises now deploy enterprise AI agents across multiple business functions. Customer support, sales, hiring, and marketing operations all benefit from AI voice technology platforms. From my standpoint, this third Series D close shows institutional belief in conversational AI economics. The voice AI startup grew from $350 million ARR to over $500 million in four months. Such rapid growth attracts capital because enterprise contracts produce stable recurring income for the platform.

ElevenLabs has announced its new investors alongside a fresh push into retail and creative communities. Eva Longoria, an actor and producer, joined the round as part of a creative talent group. More than 30 actors, musicians, athletes, and entertainment executives invested for the first time. Longoria said her investment reflects support for a company building tools with creatives in mind. Matthew McConaughey, an existing investor, keeps backing the AI voice technology platform with new capital.

ANOTHER MUST-READ ON ICN.LIVE: China Blocks Meta Manus Acquisition in Major US-China Tech War Move

What comes next for the voice AI startup

Robinhood Ventures opens retail access for everyday users to own a stake in the company. ElevenLabs has announced its new investors at a time when enterprise AI agents shape business communication. Your business benefits when AI sounds natural across phone calls, video content, and chat windows. The platform now serves 530 employees across more than 50 countries around the world. Mati Staniszewski, the co-founder, said systems sounding robotic will not gain widespread customer trust. Funding will support new tools combining image, video, and audio generation for marketing teams. Plans include voice agents handling email, chat, and live calls across many client industries. Your decision to back conversational AI platforms now will pay off as adoption grows. The company builds toward natural human-like communication for every business audience worldwide each day.

  • 3 min read
Microsoft - OpenAI Amended Agreement Now
  • Partnership

Microsoft – OpenAI amended agreement signals a sharp turn in one of tech’s most-watched corporate partnerships. Microsoft confirmed the new terms on Monday, days before its quarterly earnings report. Under the prior deal, Microsoft held exclusive rights to OpenAI’s models until the company reached artificial general intelligence. The new contract removes that trigger and replaces it with a fixed 2032 license expiration date.

Sam Altman and Satya Nadella reportedly negotiated the changes themselves over recent weeks. Their goal was to bring clarity to a relationship that grew tangled as OpenAI courted Microsoft’s rivals. Microsoft OpenAI exclusivity ends with this restructuring, opening the door for AWS, Google Cloud, and Oracle. From my standpoint, this shift reflects OpenAI’s growing leverage and its push for multi-cloud freedom.

What the new deal changes for cloud rivals

Microsoft – OpenAI partnership restructured terms now allow OpenAI to serve products on competing cloud platforms. Azure remains the primary cloud partner, and OpenAI products still ship there first under most conditions. Yet OpenAI can offer its full catalog through any provider it chooses going forward. Amazon CEO Andy Jassy welcomed the news, confirming OpenAI models will reach AWS Bedrock within weeks.

You should note that Microsoft shares fell roughly 3% after the announcement on Monday. Amazon and Alphabet stock posted small gains as investors priced in a fresh competitive opportunity. The shift comes after OpenAI signed a $38 billion AWS deal last November. OpenAI later expanded that commitment by another $100 billion across eight years.

Microsoft – OpenAI amended agreement rewrites the money flow

The financial structure also changed in important ways for both sides of the table. Microsoft will no longer pay OpenAI a revenue share on AI model sales through Azure. OpenAI continues paying Microsoft a 20% revenue share, capped and ending in 2030. Microsoft loses OpenAI’s exclusive access in trade for cleaner terms and reduced legal risk.

Microsoft keeps its 27% stake in OpenAI, valued at roughly $135 billion last October. The OpenAI – Microsoft revenue-sharing deal now runs on a fixed schedule rather than open-ended triggers. Both companies framed the update around flexibility, certainty, and broader AI adoption across markets. As I see it, the deal trades short-term advantage for long-term predictability and cleaner governance.

Why investors are watching closely

The Microsoft OpenAI amended agreement also removes the controversial AGI clause from the contract. The original provision gave OpenAI’s board power to declare AGI and shift the partnership terms. Investors viewed this as a structural risk hanging over Microsoft’s $13 billion cumulative investment. Removing it brings predictability to a contract once tied to a vague technical milestone.

Enterprise buyers benefit most from this change because they gain real choice across clouds and models. Microsoft now competes for OpenAI workloads rather than owning them by default. The Microsoft – OpenAI amended agreement reshapes the cloud market for the next six years.

  • 3 min read
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