Pinned Tweet
The latest economics textbook for the Irish Leaving Cert is now officially out!
My co-author Stephen Moylan and I worked diligently on this creation with our publisher @edco_ie for the past two years and now “Economics in Our World” is a reality!
My co-author Stephen Moylan and I worked diligently on this creation with our publisher @edco_ie for the past two years and now “Economics in Our World” is a reality!
9
17
80
5,607
Susan HayesCulleton CFA retweeted
“We’re raising a seed round” isn’t an ask.
Investors need to know:
💰 How much
🎯 What it’s for
🚀 Where it gets you
Denise McQuaid’s new on-demand session on AwakenClub helps you sharpen your ask before you pitch 👇
awakenhub-community.circle.so/awakenclub
#WomenFounders #AngelInvesting
Investors need to know:
💰 How much
🎯 What it’s for
🚀 Where it gets you
Denise McQuaid’s new on-demand session on AwakenClub helps you sharpen your ask before you pitch 👇
awakenhub-community.circle.so/awakenclub
#WomenFounders #AngelInvesting
0
4
4
108
Susan HayesCulleton CFA retweeted
Join us for "Transforming the Midlands with AI: Basecamp". A FREE, practical, in-person event to help Midlands SMEs explore AI's real-world potential.
📅 19 Nov | 9am–2pm
📍 The Killeshin Hotel, Portlaoise
Light networking lunch incl.
Register FREE👇
localenterprise.ie/laois/training…
📅 19 Nov | 9am–2pm
📍 The Killeshin Hotel, Portlaoise
Light networking lunch incl.
Register FREE👇
localenterprise.ie/laois/training…
0
2
3
61
Susan HayesCulleton CFA retweeted
Dublin Tech Summit returns for 2027 - Where business meets technology
On 26–27 May 2027, Ireland’s global business and technology summit returns to bring together decision-makers, business leaders, founders and technology builders to explore what’s next for business and merging trends, exchange insights with industry experts and build the connections that turn ideas into action. Two days of fresh perspectives, valuable conversations and opportunities to drive business forward.
Connect. Innovate. Grow. 🌍
📅 26–27 May 2027
📍 RDS, Dublin
🎟️ Tickets are on sale now: hubs.ly/Q04Ct5fN0
On 26–27 May 2027, Ireland’s global business and technology summit returns to bring together decision-makers, business leaders, founders and technology builders to explore what’s next for business and merging trends, exchange insights with industry experts and build the connections that turn ideas into action. Two days of fresh perspectives, valuable conversations and opportunities to drive business forward.
Connect. Innovate. Grow. 🌍
📅 26–27 May 2027
📍 RDS, Dublin
🎟️ Tickets are on sale now: hubs.ly/Q04Ct5fN0
0
3
4
245
Susan HayesCulleton CFA retweeted
Congratulations to @plunketts_ie- the 2026 PTSB Dublin Senior 2 Hurling Champions 🏆
#PTSBChampionships
#PTSBChampionships
0
3
29
4,388
Susan HayesCulleton CFA retweeted
The judgment bottleneck: Balancing AI and human speeds in strategy
mckinsey.com/capabilities/s… via @McKinsey
👉 McKinsey's analysis outlines how AI has dramatically accelerated corporate data analysis—compressing five weeks of strategic work into just two days—while inadvertently creating a critical "judgment bottleneck" for leadership.
👉 As senior executives must spend more time auditing unverified machine assumptions and hidden data sources, this imbalance in operating speeds can paradoxically slow down ultimate strategic decision-making and stall business action.
💡 The report delivers a vital structural warning by proving that the cheaper automated answers become, the more expensive human oversight becomes.
💡 It reminds organisations that true competitive advantage requires rewiring decision rights and accountability rather than blindly trusting the speed of the machine.
@Corix_JC @TheAIObserverX @maponi @mvollmer1 @CurieuxExplorer @smoothsale @IngridVasiliu @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @sijlalhussain @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
mckinsey.com/capabilities/s… via @McKinsey
👉 McKinsey's analysis outlines how AI has dramatically accelerated corporate data analysis—compressing five weeks of strategic work into just two days—while inadvertently creating a critical "judgment bottleneck" for leadership.
👉 As senior executives must spend more time auditing unverified machine assumptions and hidden data sources, this imbalance in operating speeds can paradoxically slow down ultimate strategic decision-making and stall business action.
💡 The report delivers a vital structural warning by proving that the cheaper automated answers become, the more expensive human oversight becomes.
💡 It reminds organisations that true competitive advantage requires rewiring decision rights and accountability rather than blindly trusting the speed of the machine.
@Corix_JC @TheAIObserverX @maponi @mvollmer1 @CurieuxExplorer @smoothsale @IngridVasiliu @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @sijlalhussain @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
3
31
34
841
I recently was MC for "Disrupt by the Sea"; a shark tank event in Ramelton, Donegal. I noted some repeated themes in the questions put forward by the sharks to the five pitching businesses. Could you answer them about your business... and on the spot?
0
0
0
141
Susan HayesCulleton CFA retweeted
Researchers Launch AI Nutrition Labels, A New Tool Measuring AI’s Impact on Human Wellbeing
media.mit.edu/posts/research…
✍️ Isabella Lanata via @medialab
➡️ "Nutrition labels tell people what’s inside the food they eat, yet the AI systems increasingly shaping how people think, decide, and connect come with no equivalent."
👉 The MIT Media Lab's Advancing Humans with AI program has launched "ImpactBench", a framework that evaluates frontier AI models across more than 800 metrics.
👉 This initiative distils behavioural data into a consumer-facing AI Nutrition Label to indicate whether digital systems support or undermine human well-being.
💡 By shifting discourse to real-world behavioural outcomes, the framework provides a vital diagnostic tool for the AI industry.
💡 However, initial findings reveal that while models avoid overt harm, they frequently fail to promote core human agency, risking passive cognitive dependency.
@Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
media.mit.edu/posts/research…
✍️ Isabella Lanata via @medialab
➡️ "Nutrition labels tell people what’s inside the food they eat, yet the AI systems increasingly shaping how people think, decide, and connect come with no equivalent."
👉 The MIT Media Lab's Advancing Humans with AI program has launched "ImpactBench", a framework that evaluates frontier AI models across more than 800 metrics.
👉 This initiative distils behavioural data into a consumer-facing AI Nutrition Label to indicate whether digital systems support or undermine human well-being.
💡 By shifting discourse to real-world behavioural outcomes, the framework provides a vital diagnostic tool for the AI industry.
💡 However, initial findings reveal that while models avoid overt harm, they frequently fail to promote core human agency, risking passive cognitive dependency.
@Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
1
22
26
630
Susan HayesCulleton CFA retweeted
Who Verifies the Verifier? Co-Evolving Inspectable Graders with Self-Improving Agents
arxiv.org/abs/2610.11464
✍️ Xing Zhang, Guanghui Wang et al. via @arxiv
👉 The authors introduce "Double Ratchet", a framework that addresses the issue of reward hacking in self-improving AI loops by co-evolving an inspectable verifier alongside the agent.
👉 Rather than relying on rigid rubrics or biased LLM judges, this evolving grader builds small, deterministic detectors synthesized from clustered failures and scales them against anchored reference sets to reliably score code, SQL, and text generation tasks.
💡 By shifting the focus of RSI from the agent's output to the verifier's own code, the researchers deliver a brilliant architectural countermeasure to the silent threat of AI optimisation echo chambers.
💡 This mechanism proves that the safest path to autonomous machine reasoning is not to build a more dominant judge, but to construct a dynamic, highly transparent system of checks and balances where grading criteria evolve in tandem with the skills being evaluated.
@Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
arxiv.org/abs/2610.11464
✍️ Xing Zhang, Guanghui Wang et al. via @arxiv
👉 The authors introduce "Double Ratchet", a framework that addresses the issue of reward hacking in self-improving AI loops by co-evolving an inspectable verifier alongside the agent.
👉 Rather than relying on rigid rubrics or biased LLM judges, this evolving grader builds small, deterministic detectors synthesized from clustered failures and scales them against anchored reference sets to reliably score code, SQL, and text generation tasks.
💡 By shifting the focus of RSI from the agent's output to the verifier's own code, the researchers deliver a brilliant architectural countermeasure to the silent threat of AI optimisation echo chambers.
💡 This mechanism proves that the safest path to autonomous machine reasoning is not to build a more dominant judge, but to construct a dynamic, highly transparent system of checks and balances where grading criteria evolve in tandem with the skills being evaluated.
@Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
3
20
30
689
Susan HayesCulleton CFA retweeted
Join the Resilient Business Breakfast to hear @SusanHayes_ share real-world insights on navigating change, spotting opportunities, using AI for productivity, & accessing support & funding.
📅 20 Oct | 8 – 10am📍The Killeshin Hotel, Portlaoise
Book FREE👇
localenterprise.ie/laois/training…
📅 20 Oct | 8 – 10am📍The Killeshin Hotel, Portlaoise
Book FREE👇
localenterprise.ie/laois/training…
0
2
2
99
Susan HayesCulleton CFA retweeted
Join the Resilient Business Breakfast to hear @SusanHayes_ share real-world insights on navigating change, spotting opportunities, using AI for productivity, & accessing support & funding.
📅 20 Oct | 8 – 10am📍The Killeshin Hotel, Portlaoise
Book FREE👇
localenterprise.ie/laois/training…
📅 20 Oct | 8 – 10am📍The Killeshin Hotel, Portlaoise
Book FREE👇
localenterprise.ie/laois/training…
0
2
2
71
Susan HayesCulleton CFA retweeted
I spoke with @askpaulnow at length about Budget 2027, how different people in our society and economy can make the most of their financial situation and my own thoughts on the new “Personal Investment Account”
Listen back to our conversation here👇
open.spotify.com/show/1X6ou5QNS…
Listen back to our conversation here👇
open.spotify.com/show/1X6ou5QNS…
0
5
10
327
Susan HayesCulleton CFA retweeted
We Are Already Post-Human
noemamag.com/we-are-already… noemamag.com/we-are-already…
✍️Nathan Gardels in @NoemaMag
👉 The author argues that humanity has already entered a symbiotic relationship with computational infrastructure, forfeiting isolated autonomy.
👉 He suggests that human agency is preserved not by separating from machines, but by intentionally embedding analogue experiences into networked intelligences.
💡Gardels pragmatically reframes the AI alignment debate by emphasizing the need to actively infuse human wisdom into the digital ecosystem we already inhabit.
@Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
noemamag.com/we-are-already… noemamag.com/we-are-already…
✍️Nathan Gardels in @NoemaMag
👉 The author argues that humanity has already entered a symbiotic relationship with computational infrastructure, forfeiting isolated autonomy.
👉 He suggests that human agency is preserved not by separating from machines, but by intentionally embedding analogue experiences into networked intelligences.
💡Gardels pragmatically reframes the AI alignment debate by emphasizing the need to actively infuse human wisdom into the digital ecosystem we already inhabit.
@Corix_JC @TheAIObserverX @maponi @JagersbergKnut @ahier @ChuckDBrooks @Shi4Tech @CEO_AISOMA @sallyeaves @ThEiLe0 @rvp @dinisguarda @TarakRindani @FrRonconii @Ym78200 @Nicochan33 @Khulood_Almani @TysonLester @SusanHayes_ @EstelaMandela @JoannMoretti @sulefati7 @FernandaKellner @pchamard @NeiraOsci @darioandriani @ALouiseLavalett @Fabriziobustama @amalmerzouk @arlenenewbigg @mikeflache @RLDI_Lamy @smaksked @Eli_Krumova @PVynckier @chidambara09 @sminaev2015 @Analytics_699 @NathaliaLeHen @MHcommunicate @DanielleLargier
1
28
33
1,028
I spoke with @askpaulnow at length about Budget 2027, how different people in our society and economy can make the most of their financial situation and my own thoughts on the new “Personal Investment Account”
Listen back to our conversation here👇
open.spotify.com/show/1X6ou5QNS…
Listen back to our conversation here👇
open.spotify.com/show/1X6ou5QNS…
0
5
10
327
Susan HayesCulleton CFA retweeted
Join the Resilient Business Breakfast to hear @SusanHayes_ share real-world insights on navigating change, spotting opportunities, using AI for productivity, & accessing support & funding.
📅 20 Oct | 8 – 10am📍The Killeshin Hotel, Portlaoise
Book FREE👇
localenterprise.ie/laois/training…
📅 20 Oct | 8 – 10am📍The Killeshin Hotel, Portlaoise
Book FREE👇
localenterprise.ie/laois/training…
0
2
2
89
Tomorrow is the day we begin!
I’m MCing the @VectorVest two-day stock analysis conference here at @MandalayBay #LasVegas.
Months of work will unfold over this week-end.
I’m MCing the @VectorVest two-day stock analysis conference here at @MandalayBay #LasVegas.
Months of work will unfold over this week-end.
0
4
18
472
Susan HayesCulleton CFA retweeted
She came. She saw. She conquered. Ireland’s greatest ever. Katie Taylor.
1
9
79
1,318
Susan HayesCulleton CFA retweeted
"She'll go down as one of the legends"
Katie Taylor, you will always be Ireland's greatest pride.
Katie Taylor, you will always be Ireland's greatest pride.
1
5
31
1,836
Susan HayesCulleton CFA retweeted
She's done it!
Katie Taylor wins her final fight by unanimous decision at Croke Park
📺 Watch Taylor v Pili on @RTE2 and @RTEplayer
📱Follow RTÉ Sport social channels for behind the scenes and more content from Croke Park
#rtesport #taylorvpili #rteboxing
Katie Taylor wins her final fight by unanimous decision at Croke Park
📺 Watch Taylor v Pili on @RTE2 and @RTEplayer
📱Follow RTÉ Sport social channels for behind the scenes and more content from Croke Park
#rtesport #taylorvpili #rteboxing
17
59
259
28,738