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  1. 4/

    I've been thinking about #uncertainty from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for #estimating uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, #technology would become MORE valuable in the future.

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

  2. 4/

    I've been thinking about #uncertainty from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for #estimating uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, #technology would become MORE valuable in the future.

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

  3. 4/

    I've been thinking about #uncertainty from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for #estimating uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, #technology would become MORE valuable in the future.

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

  4. 4/

    I've been thinking about from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, would become MORE valuable in the future.

    @bsidesseattle #2026

  5. 4/

    I've been thinking about #uncertainty from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for #estimating uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, #technology would become MORE valuable in the future.

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

  6. 3/

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

    Last year #BSidesSeattle, #llm / #genai / #agentic AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  7. 3/

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

    Last year #BSidesSeattle, #llm / #genai / #agentic AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  8. 3/

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

    Last year #BSidesSeattle, #llm / #genai / #agentic AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  9. 3/

    @bsidesseattle #2026

    Last year , / / AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  10. 3/

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

    Last year #BSidesSeattle, #llm / #genai / #agentic AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  11. #BSidesSeattle #BSidesSEA 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ #BsidesPDX Oct on #British #Library #ransomware, so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by #AI and #LLMs - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

    #infosec #cyber #security

  12. #BSidesSeattle #BSidesSEA 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ #BsidesPDX Oct on #British #Library #ransomware, so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by #AI and #LLMs - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

    #infosec #cyber #security

  13. #BSidesSeattle #BSidesSEA 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ #BsidesPDX Oct on #British #Library #ransomware, so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by #AI and #LLMs - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

    #infosec #cyber #security

  14. 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ Oct on , so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by and - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

  15. #BSidesSeattle #BSidesSEA 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ #BsidesPDX Oct on #British #Library #ransomware, so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by #AI and #LLMs - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

    #infosec #cyber #security

  16. Excellent #BSidesSeattle #BSidesSEA 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a #decision, not #research. Treat it as such
    These may not be #hot #new #information to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  17. Excellent #BSidesSeattle #BSidesSEA 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a #decision, not #research. Treat it as such
    These may not be #hot #new #information to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  18. Excellent #BSidesSeattle #BSidesSEA 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a #decision, not #research. Treat it as such
    These may not be #hot #new #information to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  19. Excellent 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a , not . Treat it as such
    These may not be to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  20. Excellent #BSidesSeattle #BSidesSEA 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a #decision, not #research. Treat it as such
    These may not be #hot #new #information to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  21. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  22. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  23. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  24. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  25. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  26. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  27. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  28. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  29. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  30. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  31. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  32. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  33. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  34. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  35. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  36. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  37. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  38. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  39. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  40. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  41. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  42. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  43. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  44. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  45. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  46. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  47. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  48. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  49. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  50. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  51. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA

  52. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA

  53. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA

  54. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA

  55. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA