1. The US Congressional Budget Office confirmed unauthorized ac…

The US Congressional Budget Office confirmed unauthorized access to its networks in a suspected foreign cyberattack potentially exposing emails with congressional offices.

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Category: Newsletter


2. A significant data leak from Chinese cybersecurity firm Know…

A significant data leak from Chinese cybersecurity firm Knownsec exposed cyber weapon specifications, proprietary hacking tool source code, government collaboration details, and a list of 80 compromised overseas surveillance targets.

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Category: Newsletter


3. A detailed demonstration shows how an ARM-based IoT device’s…

A detailed demonstration shows how an ARM-based IoT device’s Address Space Layout Randomization (ASLR) can be bypassed using Return-Oriented Programming (ROP), enabling unauthenticated remote code execution via memory manipulation.

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Category: Newsletter


4. The article advocates for redesigning systems in which AI en…

The article advocates for redesigning systems in which AI enhances meaningful signals instead of obscuring them, improving overall user experience and information delivery.

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Category: Newsletter


5. Qilin ransomware group exfiltrated 300GB of data from Corner…

Qilin ransomware group exfiltrated 300GB of data from Cornerstone Staffing Solutions, including 120,000 resumes, Social Security numbers, salary data, and financial records, with threats of sophisticated phishing campaigns.

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Category: Newsletter


6. EchoGram exploits gaps in training data guardrails by inject…

EchoGram exploits gaps in training data guardrails by injecting nonsensical “flip tokens” that cause false positives and bypasses in GPT-5.1, Claude, and Gemini, posing a dual threat of alert fatigue and actual malicious prompt bypasses.

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Category: Newsletter


7. Runme enables execution of runbook instructions with interme…

Runme enables execution of runbook instructions with intermediate results checks to improve operational accuracy and reproducibility.

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Category: Newsletter


8. xAI is negotiating to raise $15 billion in new equity at a $…

xAI is negotiating to raise $15 billion in new equity at a $230 billion valuation to compete with OpenAI and expand its Grok chatbot. Despite recent leadership departures, the startup aims to grow following its acquisition of social media site X.

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Category: Newsletter


9. Google underutilizes its strong context position with Gemini…

Google underutilizes its strong context position with Gemini AI, which keeps workspace connectors as optional and hidden. This cautious approach misses opportunities to create unique experiences leveraging Google’s vast data.

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Category: Newsletter


10. GPT-5

GPT-5.1 Pro excels at slow, heavyweight reasoning tasks and follows instructions accurately, performing well in deep thought and research, though its interface is limited to ChatGPT rather than IDEs. Gemini 3 remains better for everyday tasks.

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Category: Newsletter


11. OpenAI presents a framework where evaluation systems (“evals…

OpenAI presents a framework where evaluation systems (“evals”) connect AI’s probabilistic nature with business outcomes via expert success criteria, stress-testing with real-world cases, and continuous monitoring to develop competitive advantages.

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Category: Newsletter


12. Gemini 3 Pro responds best to structured prompts with behavi…

Gemini 3 Pro responds best to structured prompts with behavioral constraints placed at the start. It defaults to concise answers and handles long contexts and multimodal inputs effectively when guided by clear cross-modal instructions.

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Category: Newsletter


13. Hugging Face CEO Clem Delangue predicts the LLM bubble may b…

Hugging Face CEO Clem Delangue predicts the LLM bubble may burst next year but emphasizes that AI broadly will continue to grow, with diverse models solving various problems rather than one model dominating all applications.

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Category: Newsletter


14. AlphaXiv secured $7 million seed funding to streamline the p…

AlphaXiv secured $7 million seed funding to streamline the path from AI academic research to production by connecting researchers and engineers on a shared platform, aiming to be the global workspace for AI research.

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Category: Newsletter


15. Gemini 3 Pro outperforms GPT-5

Gemini 3 Pro outperforms GPT-5.1 and Sonnet 4.5 in most benchmarks, excelling at vision tasks. The release includes Google’s new IDE Antigravity and new features like Agent Manager and browser integration for agents, enhancing coding workflows.

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Category: Newsletter


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