
Richard Sutton warns against "blind scaling"
The Turing Award winner argues that raw compute alone is insufficient for intelligence and requires new learning methods.
ddNews Β· a daily AI briefing for Dirk (generative video/ddStudio, Lit

The Turing Award winner argues that raw compute alone is insufficient for intelligence and requires new learning methods.

The Turing Prize winner argues that raw compute alone is insufficient and fundamentally new learning methods are required.
The update enables turning images into GIFs, offers 50% faster generation, and improves visual consistency.

A new collaboration infrastructure designed specifically for human-AI agent pairs, moving beyond the traditional PR model.
A specialized model focused on cybersecurity performance and capabilities.
A new offline reasoning process that allows agents to reorganize memory, boosting complex research scores from 73% to 87%.

Even GPT-6 Astra only fully solves 26.4% of real-world coding tasks without human cleanup.

Even GPT-6 Astra solves only 26.4% of complex, real-world coding requests.
The company is investing in 1.7 gigawatts of gas-fired generators to power its data centers.

VMware Cloud Foundation 9.x is now available on dedicated Z3 bare metal.

Redesign now supports millions of serverless SQL databases by removing centralized bottlenecks.
A new benchmark for generative video models has been published to track state-of-the-art performance.
Ramp data shows U.S. business AI token growth dropped from 42% in July to 1.5% in August/September.
OpenAI's specialized cyber model discovered nearly 1,000 Linux exploits, signaling a shift in attack/defense boundaries.

Updated guidelines on risk categories, deadlines, and fines for regulatory enforcement.
Anthropic is adding digital footprints to AI text to comply with new EU rules.

S-1 filings suggest the company is hitting a threshold for dramatically accelerated AI progress.

The company is targeting a valuation between $1.25 and $1.75 trillion despite a broader tech selloff.
A new Personal Finance beta uses Plaid to analyze spending and bills.

The company is targeting a valuation between $1.25 and $1.75 trillion despite a broader tech selloff.

DeepSeek V4.1 Flash reaches 72.8% of attack objectives compared to GPT-6's 80.8%.
New capabilities allow for looping animations and vector graphics to better integrate with production workflows.

A benchmark shows the model successfully breached 80.8% of simulated targets, with DeepSeek V4.1 Flash following closely.

Nous Research fine-tuned Alibaba's Qwen3.8-27B, reducing propaganda rates from 22% to under 1% without losing general capability.
Rumors suggest a massive 10 trillion parameter model is on the horizon.

None of the nine tested agents could successfully complete open research questions from US national labs.

Nous Research fine-tuned Alibaba's model to align with western values, dropping propaganda rates from 22% to <1%.

The company implemented new handling to manage the surge in code changes driven by AI assistants.
A specialized vulnerability research model released to vetted security teams after discovering 588 unknown Linux flaws.
New support for looping GIF creation and reference image saving for production workflows.

A new model identifies high blood pressure using only pulse and motion sensors, bypassing the need for a cuff.

Tiger Data released an alpha extension using data partitioning and compression for scalable vector search.

The funding round may expand to $20B, though the company is increasingly courting private individual investors.
The new update allows for precise image editing via "red pen" instructions and vector graphics.
Anthropic launches a US beta connecting to bank accounts via Plaid to track spending and fees.
New funding round secured, with the total potentially reaching $20 billion.
A new LLM designed to automate AI training tasks, launched amid a $5B fundraising push.

An Apache 2.0 open-weight model from Ricursive Intelligence claiming top US open-source scores on TerminalBench 2.1.

The 65B parameter model is specifically optimized for autonomous programming tasks.

A new funding round has raised $11 billion, cementing OpenAI as one of the world's most valuable companies.

A new collaborative environment allowing users to build customized, app-like AI experiences.

Reports suggest the MSS enlisted a Megaspeed executive to gather intel on Jensen Huang.

Always-on agents that operate on their own virtual machines for complex, ongoing projects (requires $200/mo Max plan).

(Duplicate of [100])

Users can now build customized, app-like experiences (e.g., shopping hubs) within the Muse agent.
Provides enterprise IT and security teams with prebuilt, certified AI agents.

An extremely compact model capable of generating both speech and music.

Democratic victories and ballot measures against data centers suggest a more restrictive regulatory environment.

The platform now centers agentic software development and governance, making its MCP server generally available.

The update adds content mappers and provides first-class support for Vue and Svelte.

A GA service that proves exploitability in a sandbox and automatically opens pull requests for fixes.

The Vault fork now supports post-quantum cryptographic algorithms and external HSM/KMS keys.

The company is in talks to buy the AI agent security startup for $500M.

A new security model that isolates credentials from AI agent workloads via hypervisor-enforced capabilities.
The deal accompanies the launch of DBX Agent Cloud, a new AI productivity service.
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