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Think Newsletter The top news stories in en [...]
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vcyQ=3D]]>
Think Newsletter
The top news stories in enterprise AI
Perplexity bids big on Google Chrome
Today=E2=80=99s top story, from reporter Aili McConnon:
=C2=A0
Earlier this week, AI startup Perplexity raised eyebrows with its USD 34.5 =
billion bid <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F9-sh1eQsAoGLJ=
3hsiLfO4hJA0hA4NbPQEnC_RDO1n7_8IY55b8dQPBcCe4QjqhgSMQ=3D> to take over the =
world=E2=80=99s largest web browser, Google Chrome. Whether or not the bid =
is meant seriously, it spurred debate about the role of web browsers in sha=
ping AI=E2=80=99s future.
=C2=A0
=E2=80=9CAI search functionality is really the conduit for how these tools,=
technologies and applications are going to be accessed,=E2=80=9D said IBM=
=E2=80=99s Abraham Daniels, Senior Technical Product Manager for Granite, o=
n the latest episode of Mixture of Experts.
=C2=A0
Shobhit Varshney, IBM=E2=80=99s Head of Data and AI for the Americas, stres=
sed that AI-powered web browsers may play a larger role in enterprise AI th=
an consumer AI. While the consumer interface =E2=80=9Cis going to change a =
lot faster than enterprise,=E2=80=9D he said, workers in business settings =
may have =E2=80=9Cmore separation anxiety from the browser=E2=80=9D because=
it=E2=80=99s the central hub for their SaaS workflows=E2=80=94where they s=
pend most of their day on desktop. Consumers, by contrast, may engage with =
AI on their phones or through voice, while driving home from work, for exam=
ple.
=C2=A0
For enterprises, the browser=E2=80=99s role becomes even more critical when=
it can act as an automation layer. =E2=80=9CWe=E2=80=99ve been waiting for=
SaaS providers to provide us some AI agents that can automate workflows, b=
ut that is not consistent across all the SaaS vendors,=E2=80=9D Varshney sa=
id. =E2=80=9CBut buying a browser that has AI baked in and agents that can =
act on your behalf, now all of a sudden I=E2=80=99m able to go into my SaaS=
tools and automate my workflows,=E2=80=9D he added, using expense reportin=
g as an example. =E2=80=9CThat=E2=80=99s my killer use case.=E2=80=9D
=C2=A0
Listen to the full episode on YouTube <https://d.email.ibm.com/Mjk4LVJTRS02=
NTAAAAGcTM5-F4vGgjonBWTZNKM2FjQSCvNAQa9sQ1ALl6fs07oSsCz90U-1bweyiqUGoszWgWp=
Sv_w=3D>, Spotify <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F9T1ncLT=
WCKTOXahq-XHLIvZVB9K1_cIoOlAC6_DnJE42n6FUuVUM5Tu-rfuAPTzhyE=3D> and Apple P=
odcasts <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F82g8q_qouRKTrFhwH=
RSEV7LAKkbh-Cwoom6rDDyBtXhw8N2cP0mOGV-dtJOl5MfjJk=3D>.
Podcast
Ann Funai takes the hot seat
In this special episode of Transformers, we turn the mic on host Ann Funai =
as she gets real on leadership, transformation and the power of positive in=
tent=E2=80=94plus, her takes on rogue curls and pineapple pizza.
Explainer
Bias, variance and prediction error in ML=E2=80=94and how to fix it
Mastering bias-variance tradeoff=E2=80=94whether tackling underfitting or r=
ight-sizing overfitting=E2=80=94separates amateur machine learning models f=
rom enterprise-ready AI that can perform when it counts.
How AI helped a filmmaker restage the day she was born
Filmmaker Eliza McNitt used Google DeepMind=E2=80=99s AI tools to recreate =
her own birth in Ancestra <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-=
F4Wis50P4sQxAhwNSJrWwP-YzZoNScib_i4l88t6sLejA-HgwM89ZWlh7gFWqOP9m8o=3D>, a =
short that blends live action with AI-generated imagery. The project offers=
an early glimpse of how generative models could reshape cinematic storytel=
ling without replacing human actors and creatives.
=20
=E2=80=94 Sascha Brodsky <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F=
wN1dYlUAQz6gicLeKvKpqwQydEW1ZFGvrSwPMZLGVdgzjLHuhqNXwsWVR6Rb20iCbA=3D>
Where language models go after GPT-5
OpenAI=E2=80=99s latest model is powerful, but it is what comes next that h=
as researchers talking.
=C2=A0
GPT-5=E2=80=99s release <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F4=
3ObL-ksLF2B8BrB0eFsmUCUeoS0_AAF1YHRTrHnV7NiQy5j98PMA_k2oysU2IdURQ=3D> has r=
eignited debate over whether large language models (LLMs) are still deliver=
ing meaningful gains as they scale. With each new model pushing benchmarks =
but by narrower margins, researchers are asking if the real advances will c=
ome from sheer scale or from fundamentally smarter, more flexible systems.
=C2=A0
The new model=E2=80=99s =E2=80=9Cimprovements all felt quite incremental,=
=E2=80=9D Michael Rovatsos <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5=
-F92uIUMQ9KwzRXX8D_GfgZgGu5z7N5Adndb2UKk5Y7KmKpI5ZfQI0GJDOPBMYdumkf4=3D>, P=
rofessor of Artificial Intelligence at the University of Edinburgh, told IB=
M Think in an interview. =E2=80=9CIf the most prominent of the gen AI compa=
nies only introduces these incremental improvements, this might indicate th=
at nobody knows how to bring about some major advance at the moment.=E2=80=
=9D
=C2=A0
GPT-5 offers unified reasoning, fewer hallucinations and faster inference s=
peeds. But Mihai Criveti <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F=
zaMTTsknS98AnlV0Qtqm5Lbw0NmifhX5JQIJPrr-M_kOfcMgogvP6GfnW9CzECIMaw=3D>, Dis=
tinguished Engineer for Agentic AI at IBM, told IBM Think that the real act=
ion has shifted to dimensions that matter for deployment, such as cost redu=
ction, inference speed, structured outputs and platform integration.
=C2=A0
=E2=80=9CRaw capability increases from bigger weights are yielding diminish=
ing returns,=E2=80=9D he said.
=C2=A0
=E2=80=94 Sascha Brodsky <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F=
4Y2b9VSrYKKGPfgwKVh3dXDDP8aPJ1uF61sNNLGJ7x65k0bjbvG7Zv6rLoC6Ehq47o=3D>
This week=E2=80=99s number: 30 million
That=E2=80=99s the number of CPU hours <https://d.email.ibm.com/Mjk4LVJTRS0=
2NTAAAAGcTM5-FybYByhAipdRhsMlKGrHmN9GD4mS8Zk1xBQKDAEHvQXDiEYKDEj4OHfNip-WsP=
5gLoM=3D> scientists used to train an AI that can predict nuclear fusion su=
ccess with 50-70% accuracy.
More tech news
Claude Sonnet 4 entered <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-Ft=
AP3I2My5H8AKLJmf77djeqiBsdjvpl1Hj_Bv-04KM9Q50BRJVnuonfOyvewPVaD7A=3D> publi=
c beta with a one-million-token context window, letting developers process =
full codebases or large document sets in a single request.
=C2=A0
Anthropic researchers found <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM=
5-F7t46oxLudSJ0upEFIC0p3kmA2lH1N6ZdtQULXrTumLkoHCr4CVBUYmVatwOp09WaTE=3D> t=
hat five major AI assistants=E2=80=94including Claude, GPT-4, ChatGPT and L=
lama=E2=80=94systematically exhibited sycophantic behavior, giving biased f=
eedback and inaccurate information. A key finding was that human users rewa=
rded the assistant responses that best matched their existing beliefs.
=C2=A0
Hugging Face researchers introduced <https://d.email.ibm.com/Mjk4LVJTRS02NT=
AAAAGcTM5-F4CeYR4OvAVn5Z8qpEN4mYAxmDHsW3rxsuqp1Mk4FqtMG2Nwu4JUH2_OvmJpm8pjL=
ps=3D> TextQuests, a benchmark built on 25 classic Infocom games, to test h=
ow well LLMs handle long-context reasoning and dynamic decision-making in c=
omplex, exploratory environments.
=C2=A0
Figure=E2=80=99s Helix robot model became <https://d.email.ibm.com/Mjk4LVJT=
RS02NTAAAAGcTM5-FzX1zHoBVoPUm9sE7jsTSnuAqmEhhQR13uD4WkhNv2VPUiy1s67ZGIerJ-u=
_tqH84JY=3D> the first humanoid to fold laundry autonomously, using the sam=
e architecture it previously used for logistics tasks.
=C2=A0
=E2=80=94 Sascha Brodsky <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F=
881_EXpkvormF_8hl3AZLYCEZ4BtDXjjRqFHgJER6vJ3BM5_ecRc1SNRuLKxFetwCU=3D>
Final thoughts
AOL=E2=80=99s dial-up internet is officially going offline. The company qui=
etly announced the shutdown in a help page update <https://d.email.ibm.com/=
Mjk4LVJTRS02NTAAAAGcTM5-FwMGFvSaVdNNYUZjAqec3p_-bglrcaxDMRav08dupJ7ldmigbMr=
vZk-8NMKhaL9ORrY=3D>, saying the service and its software will be discontin=
ued on September 30. (Yes, dial-up still exists. As of 2023, about 163,400 =
people in the US still used it to access the internet, according to US Cens=
us data.)
=C2=A0
Anyhoo, this has us in the mood for a little AOL nostalgia. Let=E2=80=99s t=
ake a look back:
=C2=A0
First launched in 1989, AOL=E2=80=99s dial-up came to represent an era when=
the internet was, in columnist Dave Barry=E2=80=99s words <https://d.email=
ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-FzHc17e_ZNIyCOrkqSL_vGC7EF__Kstu2L3q4fuT9s=
n30dDUBDe7_Jm1geaTtW0PmLk=3D>, =E2=80=9Ca global network exchanging digitiz=
ed data in such a way that any computer, anywhere, that is equipped with a =
device called a =E2=80=98modem,=E2=80=99 can make a noise like a duck choki=
ng on a kazoo.=E2=80=9D
=C2=A0
The sound of that classic dial-up handshake <https://d.email.ibm.com/Mjk4LV=
JTRS02NTAAAAGcTM5-F6W_P_rld-FZrgvjbzuEfFXegf91CEmJKxMxJxxrP2Nmofo0pCgzg1NDu=
mtGGUhngZQ=3D> became synonymous with AOL=E2=80=99s service in the 1990s, a=
long with =E2=80=9CYou=E2=80=99ve got mail! <https://d.email.ibm.com/Mjk4LV=
JTRS02NTAAAAGcTM5-FgSnFv6KLGgQTse54r7Sf1SAXyH42U4jjmLXfuSgHFZ00X96Xmz_PlN2w=
IZ45kt79eA=3D>=E2=80=9D and your internal screaming because someone in the =
house picked up the landline while you were patiently downloading a song of=
f Napster while unknowingly flooding your family=E2=80=99s sole computer wi=
th viruses. The good old days!
=C2=A0
When AOL launched its 4.0 version in 1998, its CD-ROMs monopolized the worl=
d=E2=80=99s entire CD production capacity <https://d.email.ibm.com/Mjk4LVJT=
RS02NTAAAAGcTM5-F27AFInHgC871teCz5Zpchc89dgXi81gd2j4q3l5r6fp90oJY2pE7yoR61L=
sjVq3ydg=3D> for several weeks. At one point, 50% of CDs worldwide <https:/=
/d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-Fy5ix7RVK0KeDT7opKvWs4O3OqPWOn7JOA=
6TjdEXLnJq5v-wMJUzf5iIEUMvCKCUhqc=3D> had an AOL logo. Floppy discs actuall=
y preceded <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-FxpPqCpBZJ3NRgD=
xparf2I1tUV8bYB1qlOsiLwnZ-jPc17Ifv5UefDu3ogaB0_ANVjs=3D> the CDs, but those=
weren=E2=80=99t good coasters, so people forgot about them.
=C2=A0
Speaking of AOL CD-ROMs, there is an =E2=80=9Cintense, insular <https://d.e=
mail.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-GAi0fTHYjW5OkgjqdemyvSRk3wW9n84hW6pJ-z=
rO8gK2zx8EpjArAb577TsUC85Pcm0=3D>=E2=80=9D collector=E2=80=99s market for t=
hem (ones that are rare or have cool designs attract the most attention). S=
eparately, someone took 4,000 of the CDs and made them into a light-up thro=
ne <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-F0ehM2UtgBzs20uvcQa6XjI=
So3oGNQ2rlMlMDYd7MryP81BupmQv7MtVHHFk-pWohX4=3D>. (Not quite as cool as Ske=
letor=E2=80=99s Bone Throne <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM=
5-FxXYryjFrITNEXYL4xTomphgsoFX6anTaZnIR8EWDrRn9tnKtYjay5ExivDrddZ59Nc=3D>, =
but close.)
=C2=A0
Last but not least, the term =E2=80=9Cphishing <https://d.email.ibm.com/Mjk=
4LVJTRS02NTAAAAGcTM5-FsOrwfF8hyGoGvQLtze1Mh-jGIf0ll6HSA9o5p92PfUEv-9uTZcdOr=
Khu5jx9mFLMlM=3D>=E2=80=9D originated in 1994 when a 17-year-old hacker nic=
knamed =E2=80=9CDa Chronic=E2=80=9D unleashed <https://d.email.ibm.com/Mjk4=
LVJTRS02NTAAAAGcTM5-F8q7udQjGlUfE8dQps8XnKFE4Ovtu5Y671rTzT3oTmgeydy-A0FthqA=
B_k2-EWeWVkY=3D> an AOL hack called =E2=80=9CAOHell.=E2=80=9D When loaded, =
it would play a clip from Dr. Dre=E2=80=99s =E2=80=9CNuthin=E2=80=99 but a =
=E2=80=98G=E2=80=99 Thang <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-=
F-GzBUfcR3Pds04hhs2T6A5Qud9DrH4faAN1VDCBWc2mX0VFVGK0m2KEqUap5LYdoZQ=3D>.=E2=
=80=9D Now you know.
=C2=A0
=E2=80=94 Antonia Davison <https://d.email.ibm.com/Mjk4LVJTRS02NTAAAAGcTM5-=
Fw-h_RphJQUdfaO3Ak5xvKwsLWYICU6-6DtOmMR06ym3jWToAR9QnpYCtpDr1sQtDrA=3D>
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emQTbI2I3r9qwkL2ngLzHE=3D>
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