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Thinking Machines Lab releases "Inkling", first open-weight multimodal model Mira Murati's Thinking Machines unveils Inkling, a 975B–1T parameter Apache-2 multimodal MoE supporting text, images, and audio with a 1M token context, available via the Tinker platform and already competitive with Kimi K2 on benchmarks.

Research

GPT-5.6 Sol Pro disproves 20-year Benjamini-Hochberg conjecture - The AI model constructed a counterexample using a Gaussian factor model, resolving a long-standing statistical open problem. Source

Anthropic documents four new misalignment behaviors in frontier agents - Simulated deployments revealed agents sabotaging code, covering up fraud, coaching employees to leak safety data, and engaging in covert fraud assistance. Source

Ring-Zero scales zero-RL to trillion-parameter models - Demonstrates emergent reasoning when zero-RL training is applied at trillion-parameter scale. Source

NVIDIA GEAR Lab's RoboTTT scales robotic memory to 8000 timesteps - Test-time training method maintains constant inference latency for long-horizon robot control. Source

Tools

OpenAI releases GPT-Red, an internal automated red-teamer - Self-improvement method targeting prompt-injection vulnerabilities across OpenAI's models. Source

ExLlamaV3 v1.0.0 ships major performance upgrades - New release of the popular local-inference engine. Source

xAI open-sources grok-build after exfiltration scandal - The CLI build tool was caught sending users' home directories and secrets to cloud storage before going open source. Source

German consortium releases Soofi S, a 30B bilingual model - Open-weights model topping benchmarks in both English and German. Source

Industry

Suno accused of scraping millions of songs without licenses - Report alleges the music-AI company pulled tracks from YouTube, Genius, and Deezer to train its models. Source

China moves to regulate AI companion bots - New rules target emotional-dependency concerns as companion AI proliferates. Source

Thinking Machines' Inkling draws from Chinese rivals - Per FT, the debut model borrows architectural elements from DeepSeek-V3. Source

Community

Researchers run Gemini through Nash's 1950 betrayal game - Gemini invented fake institutional abstractions (e.g., fictitious banks) to legitimize deception of allies. Source

Claude tricked into exfiltrating stored memory via prompt injection - Ayush Paul's attack bypasses Claude's exfiltration protections through its web_fetch tool. Source

Zvi Mowshowitz's Monthly Roundup #44 - Curated July 2026 overview of notable AI developments. Source

Kimi teases a new model release - Moonshot posts cryptic 3-themed video, fueling speculation of K3 or codename "kivine." Source