The rise of large language models - Nature
<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1PRlZlbVdPaFNFX25STzFFREVhN0NEUW52V0tZNmc5X1JuT0g3bVJxSVR6UlowQkJWaUc5ZTNzSjk1N1dNTFRLdjRTWGFnN2ZLQU5HNFZPMlZjVWxNQko0?oc=5" target="_blank">The rise of large language models</a> <font color="#6f6f6f">Nature</font>
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modellanguage modelExclusive | Caltech Researchers Claim Radical Compression of High-Fidelity AI Models - WSJ
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Unlocking the Future: Sourcing Essential Components like the LM317 & ATtiny85 Online for Your Projects
<h1> Unlocking the Future: Sourcing Essential Components like the LM317 & ATtiny85 Online for Your Projects </h1> <p><em>Supply chain strategy from electronics production engineering, 500–50k units/year</em></p> <h2> Introduction </h2> <p>"Order from Digi-Key" is a prototyping strategy, not a production strategy. The 2020–2023 IC shortage demonstrated that supply chain resilience must be designed in — not improvised when lead times hit 52 weeks.</p> <h2> The Sourcing Tier Structure </h2> <div class="table-wrapper-paragraph"><table> <thead> <tr> <th>Tier</th> <th>Examples</th> <th>MOQ</th> <th>Price Premium</th> <th>Lead Time</th> <th>Risk</th> </tr> </thead> <tbody> <tr> <td>Authorized dist.</td> <td>Digi-Key, Mouser, Newark</td> <td>1 pc</td> <td>+25–40%</td> <td>1–3 days (stock)</td>

Why SOC analysts get inconsistent results from ChatGPT (and how structured workflows fix it)
<p>If you've ever handed a security alert to ChatGPT and gotten a different answer each time — you've hit the real problem.</p> <p>It's not the model. It's the prompt.</p> <p>Most analysts paste an alert and ask "what do you think?" That's like asking a junior analyst to investigate without a runbook. You'll get something back, but the quality depends entirely on how the question was framed.</p> <h2> The real problem: no structure </h2> <p>Experienced SOC analysts don't wing investigations. They follow a process:</p> <ul> <li>Triage the alert</li> <li>Map to MITRE ATT&CK</li> <li>Check for lateral movement</li> <li>Build a containment recommendation</li> <li>Write a ticket summary</li> </ul> <p>The issue is that most AI-assisted workflows skip steps 2–5 and jump straight to "is this ba
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