Shane

Feb 2, 2026Feb 2

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Deepseek unveiled OCR 2, a vision encoder that reduced visual tokens by about 80% and outperformed Google's Gemini 3 Pro on document parsing by processing image information based on meaning rather than position.

2.

OpenClaw (formerly Clawdbot) and Moltbook exposed critical security failures, with OpenClaw's system prompts extractable in a single attempt and Moltbook's publicly accessible database containing API keys that could enable user impersonation.

3.

Researchers showed that a printed sign with specific text could hijack a self-driving car or cause a drone to land on an unsafe roof, demonstrating that simple visual text could induce hazardous autonomous-vehicle behavior.

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Nvidia CEO Jensen Huang said the upcoming OpenAI deal was probably "the largest investment we've ever made" and signaled internal doubts about OpenAI's business approach, calling into question whether the September mega-deal would proceed as planned.

References

1.

https://the-decoder.com/deepseek-ocr-2-cuts-visual-tokens-by-80-and-outperforms-gemini-3-pro-on-document-parsing/

Deepseek OCR 2 cuts visual tokens by 80% and outperforms Gemini 3 Pro on document parsing

Deepseek has unveiled a vision encoder that processes image information based on meaning rather than position. The approach uses far fewer tokens and improves document recognition.

the-decoder.com

1.

https://the-decoder.com/openclaw-formerly-clawdbot-and-moltbook-let-attackers-walk-through-the-front-door/

OpenClaw (formerly Clawdbot) and Moltbook let attackers walk through the front door

How secure are AI agents? Not very, it turns out. OpenClaw's system prompts can be extracted with a single attempt. Moltbook's database was publicly accessible—including API keys that could let anyone impersonate users like Andrej Karpathy.

the-decoder.com

1.

https://the-decoder.com/a-printed-sign-can-hijack-a-self-driving-car-and-steer-it-toward-pedestrians-study-shows/

A printed sign can hijack a self-driving car and steer it toward pedestrians, study shows

A sign with the right text is enough to make a drone land on an unsafe roof or steer an autonomous vehicle into pedestrians.

the-decoder.com

1.

https://the-decoder.com/nvidia-ceo-jensen-huang-calls-upcoming-openai-deal-probably-the-largest-investment-weve-ever-made/

Nvidia CEO Jensen Huang calls upcoming OpenAI deal probably "the largest investment we've ever made"

The mega-deal between OpenAI and Nvidia announced in September may not happen as planned. Nvidia CEO Jensen Huang has reportedly expressed internal doubts about OpenAI's business approach.

the-decoder.com

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